Biography
Dr. Sonn was born in Washington State and lived there until leaving for college at Georgetown in Washington DC. After graduating magna cum laude at Georgetown he returned to the West Coast for medical school at UCLA. Following medical school, Dr. Sonn completed a 6-year urology residency at Stanford where he developed particular interests in the clinical care of patients with urologic cancers and research in cancer imaging. He then spent two years at UCLA as a urologic oncology fellow where he devoted all his time to gaining additional skills and experience in clinical care and research in urologic malignancies. Since finishing his fellowship, Dr. Sonn has been at Stanford where he applies the skills he gained in residency and fellowship to provide high-quality clinical care to patients with urologic cancers. Dr. Sonn also continues to work to develop new methods to better diagnose and treat urologic cancers through research. His primary research focus is in prostate cancer focal therapy and developing artificial intelligence methods to improve prostate cancer detection on MRI and ultrasound.
Professional Summary
Education & Certifications
- Residency: Stanford University Medical Center (2011) CA
- Residency: Stanford University Medical Center (2007) CA
- Medical Education: UCLA David Geffen School Of Medicine Registrar (2005) CA
- Fellowship: UCLA David Geffen School Of Medicine Registrar (2013) CA
- Board Certification: American Board of Urology, Urology (2015)
Honors & Awards
- CaPSURE Scholars Program, UCSF Department of Urology (2008)
- First Place in Localized Kidney Cancer Poster Session, American Urological Association (2010)
- First Place in Prostate Cancer Detection & Screening Poster Session, American Urological Association (2013)
- First Place Resident essay contest, Western Section AUA (2008)
- Mahoney Medal (Outstanding pre med with a liberal arts major), Georgetown University (2001)
- Research Award for Fluorescent Imaged Guided Surgery in Prostate Cancer, Longmire Surgical Society at UCLA (2013)
- Richard K. Lo Resident Publication Award, Stanford Urology (2010)
- Third Place Resident Essay Contest in Clinical Research, American Urological Association (2009)
Publications
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Management of Wilms tumor: current standard of care
Sonn, G., & Shortliffe, L. M. D. (2008). Management of Wilms tumor: current standard of care. NATURE CLINICAL PRACTICE UROLOGY, 5(10), 551–60. -
Estimating the Risk of Cancer Associated With Imaging Related Radiation During Surveillance for Stage I Testicular Cancer Using Computerized Tomography
Tarin, T. V., Sonn, G., & Shinghal, R. (2009). Estimating the Risk of Cancer Associated With Imaging Related Radiation During Surveillance for Stage I Testicular Cancer Using Computerized Tomography. JOURNAL OF UROLOGY, 181(2), 627–32. -
Fibered Confocal Microscopy of Bladder Tumors: An ex Vivo Study
Sonn, G. A., Mach, K. E., Jensen, K., Hsiung, P.-lin, Jones, S.-N., Contag, C. H., … Liao, J. C. (2009). Fibered Confocal Microscopy of Bladder Tumors: An ex Vivo Study. JOURNAL OF ENDOUROLOGY, 23(2), 197–201. -
Optical Biopsy of Human Bladder Neoplasia With In Vivo Confocal Laser Endomicroscopy
Sonn, G. A., Jones, S.-N. E., Tarin, T. V., Du, C. B., Mach, K. E., Jensen, K. C., & Liao, J. C. (2009). Optical Biopsy of Human Bladder Neoplasia With In Vivo Confocal Laser Endomicroscopy. JOURNAL OF UROLOGY, 182(4), 1299–1305. -
Differing Perceptions of Quality of Life in Patients With Prostate Cancer and Their Doctors
Sonn, G. A., Sadetsky, N., Presti, J. C., & Litwin, M. S. (2009). Differing Perceptions of Quality of Life in Patients With Prostate Cancer and Their Doctors. JOURNAL OF UROLOGY, 182(5), 2296–2302. -
Electrochemical immunosensor detection of urinary lactoferrin in clinical samples for urinary tract infection diagnosis
Pan, Y., Sonn, G. A., Sin, M. L. Y., Mach, K. E., Shih, M.-C., Gau, V., … Liao, J. C. (2010). Electrochemical immunosensor detection of urinary lactoferrin in clinical samples for urinary tract infection diagnosis. BIOSENSORS & BIOELECTRONICS, 26(2), 649–54. -
Dynamic Real-time Microscopy of the Urinary Tract Using Confocal Laser Endomicroscopy
Wu, K., Liu, J.-J., Adams, W., Sonn, G. A., Mach, K. E., Pan, Y., … Liao, J. C. (2011). Dynamic Real-time Microscopy of the Urinary Tract Using Confocal Laser Endomicroscopy. UROLOGY, 78(1), 225–31. -
Differing Perceptions of Quality of Life in Patients With Prostate Cancer and Their Doctors
Sonn, G. A., Sadetsky, N., Presti, J. C., & Litwin, M. S. (2013). Differing Perceptions of Quality of Life in Patients With Prostate Cancer and Their Doctors. JOURNAL OF UROLOGY, 189(1), S59–S65. -
VALUE OF TARGETED BIOPSY IN DETECTING PROSTATE CANCER USING AN OFFICE-BASED MR-US FUSION DEVICE
Sonn, G. A., Natarajan, S., Margolis, D., Macairan, M., Lieu, P., Huang, J., … Marks, L. S. (2012). VALUE OF TARGETED BIOPSY IN DETECTING PROSTATE CANCER USING AN OFFICE-BASED MR-US FUSION DEVICE. JOURNAL OF UROLOGY, 187(4), E829–E829. -
Deletions of chromosomes 3p and 14q molecularly subclassify clear cell renal cell carcinoma
Kroeger, N., Klatte, T., Chamie, K., Rao, P. N., Birkhaeuser, F. D., Sonn, G. A., … Pantuck, A. J. (2013). Deletions of chromosomes 3p and 14q molecularly subclassify clear cell renal cell carcinoma. CANCER, 119(8), 1547–54. -
Targeted Biopsy in the Detection of Prostate Cancer Using an Office Based Magnetic Resonance Ultrasound Fusion Device
Sonn, G. A., Natarajan, S., Margolis, D. J. A., Macairan, M., Lieu, P., Huang, J., … Marks, L. S. (2013). Targeted Biopsy in the Detection of Prostate Cancer Using an Office Based Magnetic Resonance Ultrasound Fusion Device. JOURNAL OF UROLOGY, 189(1), 86–91. -
Systemic therapy for metastatic renal cell carcinoma: a review and update.
Logan, J. E., Rampersaud, E. N., Sonn, G. A., Chamie, K., Belldegrun, A. S., Pantuck, A. J., … Kabbinavar, F. F. (2012). Systemic therapy for metastatic renal cell carcinoma: a review and update. Reviews in Urology, 14(3-4), 65–78. -
DYNAMIC REAL TIME MICROSCOPY OF THE URINARY TRACT: AN IMAGING ATLAS BASED ON CONFOCAL LASER ENDOMICROSCOPY
Adams, W., Wu, K., Sonn, G., Jensen, K., & Liao, J. C. (2010). DYNAMIC REAL TIME MICROSCOPY OF THE URINARY TRACT: AN IMAGING ATLAS BASED ON CONFOCAL LASER ENDOMICROSCOPY. MARY ANN LIEBERT INC. -
OPTICAL BIOPSY OF HUMAN BLADDER NEOPLASIA WITH IN VIVO CONFOCAL LASER ENDOMICROSCOPY
Sonn, G. A., Jones, S.-N., Mach, K. E., Du, C. B., Jensen, K., & Liao, J. C. (2009). OPTICAL BIOPSY OF HUMAN BLADDER NEOPLASIA WITH IN VIVO CONFOCAL LASER ENDOMICROSCOPY. JOURNAL OF UROLOGY. CHICAGO,IL,IL,IL: ELSEVIER SCIENCE INC. -
Impact of diet on prostate cancer: a review
Sonn, G. A., Aronson, W., & Litwin, M. S. (2005). Impact of diet on prostate cancer: a review. PROSTATE CANCER AND PROSTATIC DISEASES, 8(4), 304–310. -
Spirituality influences health related quality of life in men with prostate cancer
Krupski, T. L., Kwan, L., Fink, A., Sonn, G. A., Maliski, S., & Litwin, M. S. (2006). Spirituality influences health related quality of life in men with prostate cancer. PSYCHO-ONCOLOGY, 15(2), 121–131. -
Gain of chromosome 8q is associated with metastases and poor survival of patients with clear cell renal cell carcinoma.
Klatte, T., Kroeger, N., Rampersaud, E. N., Birkhäuser, F. D., Logan, J. E., Sonn, G., … Pantuck, A. J. (2012). Gain of chromosome 8q is associated with metastases and poor survival of patients with clear cell renal cell carcinoma. Cancer, 118(23), 5777–5782. -
Ethnic variation in health-related quality of life among low-income men with prostate cancer
Krupski, T. L., Sonn, G., Kwan, L., Maliski, S., Fink, A., & Litwin, M. S. (2005). Ethnic variation in health-related quality of life among low-income men with prostate cancer. ETHNICITY & DISEASE, 15(3), 461–468. -
The role of magnetic resonance imaging in delineating clinically significant prostate cancer.
Chamie, K., Sonn, G. A., Finley, D. S., Tan, N., Margolis, D. J., Raman, S. S., … Reiter, R. E. (2014). The role of magnetic resonance imaging in delineating clinically significant prostate cancer. Urology, 83(2), 369–75. -
Target detection: magnetic resonance imaging-ultrasound fusion-guided prostate biopsy.
Sonn, G. A., Margolis, D. J., & Marks, L. S. (2014). Target detection: magnetic resonance imaging-ultrasound fusion-guided prostate biopsy. Urologic Oncology, 32(6), 903–11. -
Targeted Prostate Biopsy to Select Men for Active Surveillance: Do the Epstein Criteria Still Apply?
Hu, J. C., Chang, E., Natarajan, S., Margolis, D. J., Macairan, M., Lieu, P., … Marks, L. S. (2014). Targeted Prostate Biopsy to Select Men for Active Surveillance: Do the Epstein Criteria Still Apply? The Journal of Urology. -
Target detection: Magnetic resonance imaging-ultrasound fusion-guided prostate biopsy
Sonn, G. A., Margolis, D. J., & Marks, L. S. (2014). Target detection: Magnetic resonance imaging-ultrasound fusion-guided prostate biopsy. UROLOGIC ONCOLOGY-SEMINARS AND ORIGINAL INVESTIGATIONS, 32(6), 903–11. -
Magnetic Resonance Imaging-Ultrasound Fusion Biopsy for Prediction of Final Prostate Pathology
Le, J. D., Stephenson, S., Brugger, M., Lu, D. Y., Lieu, P., Sonn, G. A., … Marks, L. S. (2014). Magnetic Resonance Imaging-Ultrasound Fusion Biopsy for Prediction of Final Prostate Pathology. JOURNAL OF UROLOGY, 192(5), 1367–73. -
Initial experience with electronic tracking of specific tumor sites in men undergoing active surveillance of prostate cancer
Sonn, G. A., Filson, C. P., Chang, E., Natarajan, S., Margolis, D. J., Macairan, M., … Marks, L. S. (2014). Initial experience with electronic tracking of specific tumor sites in men undergoing active surveillance of prostate cancer. UROLOGIC ONCOLOGY-SEMINARS AND ORIGINAL INVESTIGATIONS, 32(7), 952–57. -
Initial experience with electronic tracking of specific tumor sites in men undergoing active surveillance of prostate cancer.
Sonn, G. A., Filson, C. P., Chang, E., Natarajan, S., Margolis, D. J., Macairan, M., … Marks, L. S. (2014). Initial experience with electronic tracking of specific tumor sites in men undergoing active surveillance of prostate cancer. Urologic Oncology, 32(7), 952–57. -
Magnetic resonance imaging-ultrasound fusion biopsy for prediction of final prostate pathology.
Le, J. D., Stephenson, S., Brugger, M., Lu, D. Y., Lieu, P., Sonn, G. A., … Marks, L. S. (2014). Magnetic resonance imaging-ultrasound fusion biopsy for prediction of final prostate pathology. Journal of Urology, 192(5), 1367–73. -
Gleason 6 Prostate Cancer: Translating Biology into Population Health
Eggener, S. E., Badani, K., Barocas, D. A., Barrisford, G. W., Cheng, J.-S., Chin, A. I., … Lowrance, W. T. (2015). Gleason 6 Prostate Cancer: Translating Biology into Population Health. JOURNAL OF UROLOGY, 194(3), 626–34. -
Prostate Cancer Early Detection, Version 2.2015 Clinical Practice Guidelines in Oncology
Carroll, P. R., Parsons, J. K., Andriole, G., Bahnson, R. R., Barocas, D. A., Castle, E. P., … Freedman-Cass, D. (2015). Prostate Cancer Early Detection, Version 2.2015 Clinical Practice Guidelines in Oncology. JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK, 13(12), 1534–61. -
Prostate Cancer Early Detection, Version 2.2016
Carroll, P. R., Parsons, J. K., Andriole, G., Bahnson, R. R., Castle, E. P., Catalona, W. J., … Freedman-Cass, D. A. (2016). Prostate Cancer Early Detection, Version 2.2016. JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK, 14(5), 509–19. -
Production of Spherical Ablations Using Nonthermal Irreversible Electroporation: A Laboratory Investigation Using a Single Electrode and Grounding Pad.
Sano, M. B., Fan, R. E., Hwang, G. L., Sonn, G. A., & Xing, L. (2016). Production of Spherical Ablations Using Nonthermal Irreversible Electroporation: A Laboratory Investigation Using a Single Electrode and Grounding Pad. Journal of Vascular and Interventional Radiology , 27(9), 1432–40 e3. -
NCCN Guidelines Insights: Prostate Cancer Early Detection, Version 2.2016.
Carroll, P. R., Parsons, J. K., Andriole, G., Bahnson, R. R., Castle, E. P., Catalona, W. J., … Freedman-Cass, D. A. (2016). NCCN Guidelines Insights: Prostate Cancer Early Detection, Version 2.2016. Journal of the National Comprehensive Cancer Network , 14(5), 509–19. -
Accuracy of Prostate-Specific Antigen Values in Prostate Cancer Registries.
Mittakanti, H. R., Thomas, I.-C. C., Shelton, J. B., Makarov, D. V., Skolarus, T. A., Cooperberg, M. R., … Leppert, J. T. (2016). Accuracy of Prostate-Specific Antigen Values in Prostate Cancer Registries. Journal of Clinical Oncology : Official Journal of the American Society of Clinical Oncology. -
Contemporary Use of Partial Nephrectomy: Are Older Patients With Impaired Kidney Function Being Left Behind?
Leppert, J. T., Mittakanti, H. R., Thomas, I.-C., Lamberts, R. W., Sonn, G. A., Chung, B. I., … Brooks, J. D. (2016). Contemporary Use of Partial Nephrectomy: Are Older Patients With Impaired Kidney Function Being Left Behind? Urology. -
Prostate Magnetic Resonance Imaging and Magnetic Resonance Imaging Targeted Biopsy in Patients with a Prior Negative Biopsy: A Consensus Statement by AUA and SAR.
Rosenkrantz, A. B., Verma, S., Choyke, P., Eberhardt, S. C., Eggener, S. E., Gaitonde, K., … Taneja, S. S. (2016). Prostate Magnetic Resonance Imaging and Magnetic Resonance Imaging Targeted Biopsy in Patients with a Prior Negative Biopsy: A Consensus Statement by AUA and SAR. Journal of Urology. -
Diagnosis of prostate cancer by desorption electrospray ionization mass spectrometric imaging of small metabolites and lipids
Banerjee, S., Zare, R. N., Tibshirani, R. J., Kunder, C. A., Nolley, R., Fan, R., … Sonn, G. A. (2017). Diagnosis of prostate cancer by desorption electrospray ionization mass spectrometric imaging of small metabolites and lipids. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 114(13), 3334–39. -
Contemporary Use of Partial Nephrectomy: Are Older Patients With Impaired Kidney Function Being Left Behind?
Leppert, J. T., Mittakanti, H. R., Thomas, I.-C., Lamberts, R. W., Sonn, G. A., Chung, B. I., … Brooks, J. D. (2017). Contemporary Use of Partial Nephrectomy: Are Older Patients With Impaired Kidney Function Being Left Behind? UROLOGY, 100, 65–71. -
Incident CKD after Radical or Partial Nephrectomy.
Leppert, J. T., Lamberts, R. W., Thomas, I.-C. C., Chung, B. I., Sonn, G. A., Skinner, E. C., … Brooks, J. D. (2017). Incident CKD after Radical or Partial Nephrectomy. Journal of the American Society of Nephrology : JASN. -
The impact of computed high b-value images on the diagnostic accuracy of DWI for prostate cancer: A receiver operating characteristics analysis.
Ning, P., Shi, D., Sonn, G. A., Vasanawala, S. S., Loening, A. M., Ghanouni, P., … Daniel, B. L. (2018). The impact of computed high b-value images on the diagnostic accuracy of DWI for prostate cancer: A receiver operating characteristics analysis. Scientific Reports, 8(1), 3409. -
Prostate Magnetic Resonance Imaging Interpretation Varies Substantially Across Radiologists.
Sonn, G. A., Fan, R. E., Ghanouni, P., Wang, N. N., Brooks, J. D., Loening, A. M., … Leppert, J. T. (2017). Prostate Magnetic Resonance Imaging Interpretation Varies Substantially Across Radiologists. European Urology Focus. -
The Research Implications of PSA Registry Errors: Data from the Veterans Health Administration.
Guo, D. P., Thomas, I.-C., Mittakanti, H. R., Shelton, J. B., Makarov, D. V., Skolarus, T. A., … Leppert, J. T. (2018). The Research Implications of PSA Registry Errors: Data from the Veterans Health Administration. The Journal of Urology. -
PROSTATE CANCER YIELD IN MRI LESIONS VARIES ACROSS RADIOLOGISTS
Sonn, G., Fan, R., Li, S., Ghanouni, P., Loening, A., Daniel, B., … Brooks, J. (2016). PROSTATE CANCER YIELD IN MRI LESIONS VARIES ACROSS RADIOLOGISTS. JOURNAL OF UROLOGY. ELSEVIER SCIENCE INC. -
Editorial Comment.
Wang, N. N., & Sonn, G. A. (2018). Editorial Comment. The Journal of Urology. -
Reduction of Muscle Contractions during Irreversible Electroporation Therapy Using High-Frequency Bursts of Alternating Polarity Pulses: A Laboratory Investigation in an ExVivo Swine Model.
Sano, M. B., Fan, R. E., Cheng, K., Saenz, Y., Sonn, G. A., Hwang, G. L., & Xing, L. (2018). Reduction of Muscle Contractions during Irreversible Electroporation Therapy Using High-Frequency Bursts of Alternating Polarity Pulses: A Laboratory Investigation in an ExVivo Swine Model. Journal of Vascular and Interventional Radiology : JVIR, 29(6), 893. -
Gallium 68 PSMA-11 PET/MR Imaging in Patients with Intermediate- or High-Risk Prostate Cancer.
Park, S. Y., Zacharias, C., Harrison, C., Fan, R. E., Kunder, C., Hatami, N., … Iagaru, A. (2018). Gallium 68 PSMA-11 PET/MR Imaging in Patients with Intermediate- or High-Risk Prostate Cancer. Radiology, 172232. -
Mass spectrometric imaging of prostate biopsy samples: Cancer margin assessment from the distribution of small metabolites and lipids
Banerjee, S., Zare, R. N., Tibshirani, R., Kunder, C., Nolley, R., Fan, R., … Sonn, G. (2017). Mass spectrometric imaging of prostate biopsy samples: Cancer margin assessment from the distribution of small metabolites and lipids. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY. AMER CHEMICAL SOC. -
Ga-68 PSMA 11 PET/MRI in Patients with Newly Diagnosed Intermediate and High-Risk Prostate Cancers
Zacharias, C., Harrison, C., Ghanouni, P., Sonn, G., & Iagaru, A. (2017). Ga-68 PSMA 11 PET/MRI in Patients with Newly Diagnosed Intermediate and High-Risk Prostate Cancers. JOURNAL OF NUCLEAR MEDICINE, 58. -
Diagnostic Accuracy of Multiparametric Magnetic Resonance Imaging and Fusion Guided Targeted Biopsy Evaluated by Transperineal Template Saturation Prostate Biopsy for the Detection and Characterization of Prostate Cancer EDITORIAL COMMENT
Wang, N. N., & Sonn, G. A. (2018). Diagnostic Accuracy of Multiparametric Magnetic Resonance Imaging and Fusion Guided Targeted Biopsy Evaluated by Transperineal Template Saturation Prostate Biopsy for the Detection and Characterization of Prostate Cancer EDITORIAL COMMENT. JOURNAL OF UROLOGY, 200(2), 318. -
Commentary regarding a recent collaborative consensus statement addressing prostate MRI and MRI-targeted biopsy in patients with a prior negative prostate biopsy
Verma, S., Rosenkrantz, A. B., Choyke, P., Eberhardt, S. C., Eggener, S. E., Gaitonde, K., … Taneja, S. S. (2017). Commentary regarding a recent collaborative consensus statement addressing prostate MRI and MRI-targeted biopsy in patients with a prior negative prostate biopsy. ABDOMINAL RADIOLOGY, 42(2), 346–49. -
IS SURVEILLANCE FOR STAGE I SEMINOMA TRULY A LOW RISK OPTION?: ESTIMATING IMAGING RELATED RADIATION EXPOSURE AND THE RISK OF SECONDARY MALIGNANCY
Tarin, T., Sonn, G., & Shinghal, R. (2010). IS SURVEILLANCE FOR STAGE I SEMINOMA TRULY A LOW RISK OPTION?: ESTIMATING IMAGING RELATED RADIATION EXPOSURE AND THE RISK OF SECONDARY MALIGNANCY. JOURNAL OF UROLOGY, 183(4), E325–E326. -
Performance of multiparametric MRI appears better when measured in patients who undergo radical prostatectomy
Wang, N. N., Fan, R. E., Leppert, J. T., Ghanouni, P., Kunder, C. A., Brooks, J. D., … Sonn, G. A. (2018). Performance of multiparametric MRI appears better when measured in patients who undergo radical prostatectomy. RESEARCH AND REPORTS IN UROLOGY, 10, 233–35. -
EDITORIAL COMMENTS
Sonn, G. (2018). EDITORIAL COMMENTS. JOURNAL OF UROLOGY, 199(1), 104–5. -
Multimodality Hyperpolarized C-13 MRS/PET/Multiparametric MR Imaging for Detection and Image-Guided Biopsy of Prostate Cancer: First Experience in a Canine Prostate Cancer Model.
Bachawal, S. V., Park, J. M., Valluru, K. S., Loft, M. D., Felt, S. A., Vilches-Moure, J. G., … Willmann, J. K. (2019). Multimodality Hyperpolarized C-13 MRS/PET/Multiparametric MR Imaging for Detection and Image-Guided Biopsy of Prostate Cancer: First Experience in a Canine Prostate Cancer Model. Molecular Imaging and Biology : MIB : the Official Publication of the Academy of Molecular Imaging. -
Performance of multiparametric MRI appears better when measured in patients who undergo radical prostatectomy.
Wang, N. N., Fan, R. E., Leppert, J. T., Ghanouni, P., Kunder, C. A., Brooks, J. D., … Sonn, G. A. (2018). Performance of multiparametric MRI appears better when measured in patients who undergo radical prostatectomy. Research and Reports in Urology, 10, 233–235. -
Point Shear Wave Elastography Using Machine Learning to Differentiate Renal Cell Carcinoma and Angiomyolipoma.
Sagreiya, H., Akhbardeh, A., Li, D., Sigrist, R., Chung, B. I., Sonn, G. A., … Willmann, J. K. (2019). Point Shear Wave Elastography Using Machine Learning to Differentiate Renal Cell Carcinoma and Angiomyolipoma. Ultrasound in Medicine & Biology. -
How Often is the Dynamic Contrast Enhanced Score Needed in PI-RADS Version 2?
Roh, A. T., Fan, R. E., Sonn, G. A., Vasanawala, S. S., Ghanouni, P., & Loening, A. M. (2019). How Often is the Dynamic Contrast Enhanced Score Needed in PI-RADS Version 2? Current Problems in Diagnostic Radiology. -
Gallium 68 PSMA-11 PET/MR Imaging in Patients with Intermediate- or High-Risk Prostate Cancer
Park, S. Y., Zacharias, C., Harrison, C., Fan, R. E., Kunder, C., Hatami, N., … Iagaru, A. (2018). Gallium 68 PSMA-11 PET/MR Imaging in Patients with Intermediate- or High-Risk Prostate Cancer. RADIOLOGY, 288(2), 495–505. -
Applying the PRECISION approach in biopsy naïve and previously negative prostate biopsy patients.
Wang, N. N., Teslovich, N. C., Fan, R. E., Ghanouni, P., Leppert, J. T., Brooks, J. D., … Sonn, G. A. (2019). Applying the PRECISION approach in biopsy naïve and previously negative prostate biopsy patients. Urologic Oncology. -
Teaching Urologists "How to Read Multi-Parametric Prostate MRIs Using PIRADSv2": Results of an iBook Pilot Study.
Wang, N. N., Fan, R. E., Ghanouni, P., & Sonn, G. A. (2019). Teaching Urologists "How to Read Multi-Parametric Prostate MRIs Using PIRADSv2": Results of an iBook Pilot Study. Urology. -
AUTOMATED DETECTION OF PROSTATE CANCER ON MULTIPARAMETRIC MRI USING DEEP NEURAL NETWORKS TRAINED ON SPATIAL COORDINATES AND PATHOLOGY OF BIOPSY CORES
Chen, L., Bien, N., Fan, R., Cheong, R., Rajpurkar, P., Thong, A., … Sonn, G. (2019). AUTOMATED DETECTION OF PROSTATE CANCER ON MULTIPARAMETRIC MRI USING DEEP NEURAL NETWORKS TRAINED ON SPATIAL COORDINATES AND PATHOLOGY OF BIOPSY CORES. JOURNAL OF UROLOGY. LIPPINCOTT WILLIAMS & WILKINS. -
Simultaneous transrectal ultrasound and photoacoustic human prostate imaging.
Kothapalli, S.-R., Sonn, G. A., Choe, J. W., Nikoozadeh, A., Bhuyan, A., Park, K. K., … Gambhir, S. S. (2019). Simultaneous transrectal ultrasound and photoacoustic human prostate imaging. Science Translational Medicine, 11(507). -
Framework for the co-registration of MRI and Histology Images in Prostate Cancer Patients with Radical Prostatectomy
Rusu, M., Kunder, C., Fan, R., Ghanouni, P., West, R., Sonn, G., & Brooks, J. (2019). Framework for the co-registration of MRI and Histology Images in Prostate Cancer Patients with Radical Prostatectomy. MEDICAL IMAGING 2019: IMAGE PROCESSING, 10949. -
Variation in MRI-Ultrasound Fusion Targeted Biopsy Outcomes in Asian-American Men: A Multi-Center Study.
Gross, M. D., Marks, L. S., Sonn, G. A., Green, D. A., Wang, G. J., Shoag, J. E., … Hu, J. C. (2019). Variation in MRI-Ultrasound Fusion Targeted Biopsy Outcomes in Asian-American Men: A Multi-Center Study. The Journal of Urology, 101097JU0000000000000534. -
Multimodality Hyperpolarized C-13 MRS/PET/Multiparametric MR Imaging for Detection and Image-Guided Biopsy of Prostate Cancer: First Experience in a Canine Prostate Cancer Model
Bachawal, S. V., Park, J. M., Valluru, K. S., Loft, M. D., Felt, S. A., Vilches-Moure, J. G., … Willmann, J. K. (2019). Multimodality Hyperpolarized C-13 MRS/PET/Multiparametric MR Imaging for Detection and Image-Guided Biopsy of Prostate Cancer: First Experience in a Canine Prostate Cancer Model. MOLECULAR IMAGING AND BIOLOGY, 21(5), 861–70. -
GENERALIZABLE MULTI-SITE TRAINING AND TESTING OF DEEP NEURAL NETWORKS USING IMAGE NORMALIZATION
Onofrey, J. A., Casetti-Dinescu, D. I., Lauritzen, A. D., Sarkar, S., Venkataraman, R., Fan, R. E., … Papademetris, X. (2019). GENERALIZABLE MULTI-SITE TRAINING AND TESTING OF DEEP NEURAL NETWORKS USING IMAGE NORMALIZATION. 2019 IEEE 16TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2019), 348–51. -
Prostate Magnetic Resonance Imaging Interpretation Varies Substantially Across Radiologists
Sonn, G. A., Fan, R. E., Ghanouni, P., Wang, N. N., Brooks, J. D., Loening, A. M., … Leppert, J. T. (2019). Prostate Magnetic Resonance Imaging Interpretation Varies Substantially Across Radiologists. EUROPEAN UROLOGY FOCUS, 5(4), 592–99. -
Validation of an epigenetic field of susceptibility to detect significant prostate cancer from non-tumor biopsies.
Yang, B., Etheridge, T., McCormick, J., Schultz, A., Khemees, T. A., Damaschke, N., … Jarrard, D. F. (2019). Validation of an epigenetic field of susceptibility to detect significant prostate cancer from non-tumor biopsies. Clinical Epigenetics, 11(1), 168. -
Reply by Authors.
Gross, M. D., Marks, L. S., Sonn, G. A., Green, D. A., Wang, G. J., Shoag, J. E., … Hu, J. C. (2019). Reply by Authors. The Journal of Urology, 101097JU000000000000053402. -
Identification of Diagnostic Metabolic Signatures in Clear Cell Renal Cell Carcinoma Using Mass Spectrometry Imaging.
Vijayalakshmi, K., Shankar, V., Bain, R. M., Nolley, R., Sonn, G. A., Kao, C.-S., … Brooks, J. D. (2019). Identification of Diagnostic Metabolic Signatures in Clear Cell Renal Cell Carcinoma Using Mass Spectrometry Imaging. International Journal of Cancer. -
Multicenter analysis of clinical and MRI characteristics associated with detecting clinically significant prostate cancer in PI-RADS (v2.0) category 3 lesions.
Al Hussein Al Awamlh, B., Marks, L. S., Sonn, G. A., Natarajan, S., Fan, R. E., Gross, M. D., … Hu, J. C. (2020). Multicenter analysis of clinical and MRI characteristics associated with detecting clinically significant prostate cancer in PI-RADS (v2.0) category 3 lesions. Urologic Oncology. -
Registration of pre-surgical MRI and histopathology images from radical prostatectomy via RAPSODI.
Rusu, M., Shao, W., Kunder, C. A., Wang, J. B., Soerensen, S. J., Teslovich, N. C., … Sonn, G. A. (2020). Registration of pre-surgical MRI and histopathology images from radical prostatectomy via RAPSODI. Medical Physics. -
Clinical -Prostate cancer Multicenter analysis of clinical and MRI characteristics associated with detecting clinically significant prostate cancer in PI-RADS (v2.0) category 3 lesions
Al Awamlh, B. A. H., Marks, L. S., Sonn, G. A., Natarajan, S., Fan, R. E., Gross, M. D., … Hu, J. C. (2020). Clinical -Prostate cancer Multicenter analysis of clinical and MRI characteristics associated with detecting clinically significant prostate cancer in PI-RADS (v2.0) category 3 lesions. UROLOGIC ONCOLOGY-SEMINARS AND ORIGINAL INVESTIGATIONS, 38(7). -
GENERALIZABLE MULTI-SITE TRAINING AND TESTING OF DEEP NEURAL NETWORKS USING IMAGE NORMALIZATION.
Onofrey, J. A., Casetti-Dinescu, D. I., Lauritzen, A. D., Sarkar, S., Venkataraman, R., Fan, R. E., … Papademetris, X. (2019). GENERALIZABLE MULTI-SITE TRAINING AND TESTING OF DEEP NEURAL NETWORKS USING IMAGE NORMALIZATION. Proceedings. IEEE International Symposium on Biomedical Imaging, 2019, 348–351. -
Reduction of Muscle Contractions during Irreversible Electroporation Therapy Using High-Frequency Bursts of Alternating Polarity Pulses: A Laboratory Investigation in an Ex Vivo Swine Model
Sano, M. B., Fan, R. E., Cheng, K., Saenz, Y., Sonn, G. A., Hwang, G. L., & Xing, L. (2018). Reduction of Muscle Contractions during Irreversible Electroporation Therapy Using High-Frequency Bursts of Alternating Polarity Pulses: A Laboratory Investigation in an Ex Vivo Swine Model. JOURNAL OF VASCULAR AND INTERVENTIONAL RADIOLOGY, 29(6), 893–98. -
Ga-68-PSMA-11 PET/MR Imaging before prostatectomy: correlation with surgical pathology and two-year follow up
Moradi, F., Baratto, L., Duan, H., Hatami, N., Davidzon, G., Sonn, G., & Iagaru, A. (2020). Ga-68-PSMA-11 PET/MR Imaging before prostatectomy: correlation with surgical pathology and two-year follow up. JOURNAL OF NUCLEAR MEDICINE, 61. -
The Research Implications of Prostate Specific Antigen Registry Errors: Data from the Veterans Health Administration
Guo, D. P., Thomas, I.-C., Mittakanti, H. R., Shelton, J. B., Makarov, D. V., Skolarus, T. A., … Leppert, J. T. (2018). The Research Implications of Prostate Specific Antigen Registry Errors: Data from the Veterans Health Administration. JOURNAL OF UROLOGY, 200(3), 541–47. -
ProsRegNet: A deep learning framework for registration of MRI and histopathology images of the prostate.
Shao, W., Banh, L., Kunder, C. A., Fan, R. E., Soerensen, S. J., Wang, J. B., … Rusu, M. (2020). ProsRegNet: A deep learning framework for registration of MRI and histopathology images of the prostate. Medical Image Analysis, 68, 101919. -
3D Registration of pre-surgical prostate MRI and histopathology images via super-resolution volume reconstruction.
Sood, R. R., Shao, W., Kunder, C., Teslovich, N. C., Wang, J. B., Soerensen, S. J., … Rusu, M. (2021). 3D Registration of pre-surgical prostate MRI and histopathology images via super-resolution volume reconstruction. Medical Image Analysis, 69, 101957. -
MR method for measuring microscopic histologic soft tissue textures.
Sonn, G. A., Fan, R. E., Kunder, C. A., Gold, G. E., James, K. M., Parker, I. D., … James, T. W. (2021). MR method for measuring microscopic histologic soft tissue textures. Magnetic Resonance in Medicine. -
Automated Detection of Aggressive and Indolent Prostate Cancer on Magnetic Resonance Imaging.
Seetharaman, A., Bhattacharya, I., Chen, L. C., Kunder, C. A., Shao, W., Soerensen, S. J., … Rusu, M. (2021). Automated Detection of Aggressive and Indolent Prostate Cancer on Magnetic Resonance Imaging. Medical Physics. -
Superiorized Photo-Acoustic Non-NEgative Reconstruction (SPANNER) for Clinical Photoacoustic Imaging.
Steinberg, I., Kim, J., Schneider, M. K., Hyun, D., Zlitni, A., Hooper, S. M., … Gambhir, S. S. (2021). Superiorized Photo-Acoustic Non-NEgative Reconstruction (SPANNER) for Clinical Photoacoustic Imaging. IEEE Transactions on Medical Imaging, PP. -
Deep Learning Improves Speed and Accuracy of Prostate Gland Segmentations on MRI for Targeted Biopsy.
Soerensen, S. J., Fan, R. E., Seetharaman, A., Chen, L., Shao, W., Bhattacharya, I., … Sonn, G. A. (2021). Deep Learning Improves Speed and Accuracy of Prostate Gland Segmentations on MRI for Targeted Biopsy. The Journal of Urology, 101097JU0000000000001783. -
Mapping PSA density to outcome of MRI-based active surveillance for prostate cancer through joint longitudinal-survival models.
Stavrinides, V., Papageorgiou, G., Danks, D., Giganti, F., Pashayan, N., Trock, B., … Moore, C. M. (2021). Mapping PSA density to outcome of MRI-based active surveillance for prostate cancer through joint longitudinal-survival models. Prostate Cancer and Prostatic Diseases. -
UTILITY OF PSA DENSITY IN PREDICTING UPGRADED GLEASON SCORE IN MEN ON ACTIVE SURVEILLANCE WITH NEGATIVE MRI.
Press, B. H., Khajir, G., Ghabili, K., Leung, C., Fan, R. E., Wang, N. N., … Sprenkle, P. C. (2021). UTILITY OF PSA DENSITY IN PREDICTING UPGRADED GLEASON SCORE IN MEN ON ACTIVE SURVEILLANCE WITH NEGATIVE MRI. Urology. -
The stanford prostate cancer calculator: Development and external validation of online nomograms incorporating PIRADS scores to predict clinically significant prostate cancer.
Wang, N. N., Zhou, S. R., Chen, L., Tibshirani, R., Fan, R. E., Ghanouni, P., … Sonn, G. A. (2021). The stanford prostate cancer calculator: Development and external validation of online nomograms incorporating PIRADS scores to predict clinically significant prostate cancer. Urologic Oncology. -
Consumption of cruciferous vegetables and the risk of bladder cancer in a prospective US cohort: data from the NIH-AARP diet and health study
Nguyen, T. P., Zhang, C. A., Sonn, G. A., Eisenberg, M. L., & Brooks, J. D. (2021). Consumption of cruciferous vegetables and the risk of bladder cancer in a prospective US cohort: data from the NIH-AARP diet and health study. AMERICAN JOURNAL OF CLINICAL AND EXPERIMENTAL UROLOGY, 9(3), 229–238. -
Consumption of cruciferous vegetables and the risk of bladder cancer in a prospective US cohort: data from the NIH-AARP diet and health study.
Nguyen, T. P., Zhang, C. A., Sonn, G. A., Eisenberg, M. L., & Brooks, J. D. (2021). Consumption of cruciferous vegetables and the risk of bladder cancer in a prospective US cohort: data from the NIH-AARP diet and health study. American Journal of Clinical and Experimental Urology, 9(3), 229–238. -
ProGNet: Prostate Gland Segmentation on MRI with Deep Learning
Soerensen, S. J. C., Fan, R., Seetharaman, A., Chen, L., Shao, W., Bhattacharya, I., … Rusu, M. (2021). ProGNet: Prostate Gland Segmentation on MRI with Deep Learning. MEDICAL IMAGING 2021: IMAGE PROCESSING. SPIE-INT SOC OPTICAL ENGINEERING. -
Clinically significant prostate cancer detection on MRI with self-supervised learning using image context restoration
Bolous, A., Seetharaman, A., Bhattacharya, I., Fan, R. E., Soerensen, S. J. C., Chen, L., … Rusu, M. (2021). Clinically significant prostate cancer detection on MRI with self-supervised learning using image context restoration. MEDICAL IMAGING 2021: COMPUTER-AIDED DIAGNOSIS. SPIE-INT SOC OPTICAL ENGINEERING. -
Intensity Normalization of Prostate MRIs using Conditional Generative Adversarial Networks for Cancer Detection
DeSilvio, T., Moroianu, S., Bhattacharya, I., Seetharaman, A., Sonn, G., & Rusu, M. (2021). Intensity Normalization of Prostate MRIs using Conditional Generative Adversarial Networks for Cancer Detection. MEDICAL IMAGING 2021: COMPUTER-AIDED DIAGNOSIS. SPIE-INT SOC OPTICAL ENGINEERING. -
EXTERNAL VALIDATION OF AN ARTIFICIAL INTELLIGENCE ALGORITHM FOR PROSTATE CANCER GLEASON GRADING AND TUMOR QUANTIFICATION
Schmidt, B., Bhambhvani, H. P., Fan, R. E., Kunder, C., Kao, C. S., Higgins, J. P., … Sonn, G. A. (2021). EXTERNAL VALIDATION OF AN ARTIFICIAL INTELLIGENCE ALGORITHM FOR PROSTATE CANCER GLEASON GRADING AND TUMOR QUANTIFICATION. JOURNAL OF UROLOGY. LIPPINCOTT WILLIAMS & WILKINS. -
DETAILED ANALYSIS OF MRI CONCORDANCE WITH PROSTATECTOMY HISTOPATHOLOGY USING DEEP LEARNING-BASED DIGITAL PATHOLOGY
Hockman, L., Fan, R., Schmidt, B., Bhattacharya, I., Rusu, M., & Sonn, G. (2021). DETAILED ANALYSIS OF MRI CONCORDANCE WITH PROSTATECTOMY HISTOPATHOLOGY USING DEEP LEARNING-BASED DIGITAL PATHOLOGY. JOURNAL OF UROLOGY. LIPPINCOTT WILLIAMS & WILKINS. -
Weakly Supervised Registration of Prostate MRI and Histopathology Images
Shao, W., Bhattacharya, I., Soerensen, S. J. C., Kunder, C. A., Wang, J. B., Fan, R. E., … Rusu, M. (2021). Weakly Supervised Registration of Prostate MRI and Histopathology Images. MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2021, PT IV. SPRINGER INTERNATIONAL PUBLISHING AG. -
Selective identification and localization of indolent and aggressive prostate cancers via CorrSigNIA: an MRI-pathology correlation and deep learning framework.
Bhattacharya, I., Seetharaman, A., Kunder, C., Shao, W., Chen, L. C., Soerensen, S. J., … Rusu, M. (2021). Selective identification and localization of indolent and aggressive prostate cancers via CorrSigNIA: an MRI-pathology correlation and deep learning framework. Medical Image Analysis, 75, 102288. -
Deep Learning Improves Speed and Accuracy of Prostate Gland Segmentations on Magnetic Resonance Imaging for Targeted Biopsy
Soerensen, S. J. C., Fan, R. E., Seetharaman, A., Chen, L., Shao, W., Bhattacharya, I., … Sonn, G. A. (2021). Deep Learning Improves Speed and Accuracy of Prostate Gland Segmentations on Magnetic Resonance Imaging for Targeted Biopsy. JOURNAL OF UROLOGY, 206(3), 605–612. -
A Pilot Study of68Ga-PSMA11 PET/MRI and68GaRM2 PET/MRI for Biopsy Guidance in Patients with Suspected Prostate Cancer
Duan, H., Ferri, V., Ghanouni, P., Daniel, B., Hatami, N., Davidzon, G., … Iagaru, A. (2021). A Pilot Study of68Ga-PSMA11 PET/MRI and68GaRM2 PET/MRI for Biopsy Guidance in Patients with Suspected Prostate Cancer. JOURNAL OF NUCLEAR MEDICINE. SOC NUCLEAR MEDICINE INC. -
Image quality assessment for machine learning tasks using meta-reinforcement learning.
Saeed, S. U., Fu, Y., Stavrinides, V., Baum, Z. M., Yang, Q., Rusu, M., … Hu, Y. (2022). Image quality assessment for machine learning tasks using meta-reinforcement learning. Medical Image Analysis, 78, 102427. -
Adaptable Image Quality Assessment Using Meta-Reinforcement Learning of Task Amenability
Saeed, S. U., Fu, Y., Stavrinides, V., Baum, Z. M. C., Yang, Q., Rusu, M., … Hu, Y. (2021). Adaptable Image Quality Assessment Using Meta-Reinforcement Learning of Task Amenability. SIMPLIFYING MEDICAL ULTRASOUND. SPRINGER INTERNATIONAL PUBLISHING AG. -
The Learn2Reg 2021 MICCAI Grand Challenge (PIMed Team)
Shao, W., Vesal, S., Lim, D., Li, C., Golestani, N., Alsinan, A., … Rusu, M. (2022). The Learn2Reg 2021 MICCAI Grand Challenge (PIMed Team). BIOMEDICAL IMAGE REGISTRATION, DOMAIN GENERALISATION AND OUT-OF-DISTRIBUTION ANALYSIS. SPRINGER INTERNATIONAL PUBLISHING AG. -
68Ga-PSMA-11 PET/MRI in patients with newly diagnosed intermediate or high-risk prostate adenocarcinoma: PET findings correlate with outcomes after definitive treatment.
Moradi, F., Duan, H., Song, H., Davidzon, G. A., Chung, B. I., Thong, A. E., … Iagaru, A. (2022). 68Ga-PSMA-11 PET/MRI in patients with newly diagnosed intermediate or high-risk prostate adenocarcinoma: PET findings correlate with outcomes after definitive treatment. Journal of Nuclear Medicine : Official Publication, Society of Nuclear Medicine. -
Correlation of 68Ga-RM2 PET with Post-Surgery Histopathology Findings in Patients with Newly Diagnosed Intermediate- or High-Risk Prostate Cancer.
Duan, H., Baratto, L., Fan, R. E., Soerensen, S. J., Liang, T., Chung, B. I., … Iagaru, A. (2022). Correlation of 68Ga-RM2 PET with Post-Surgery Histopathology Findings in Patients with Newly Diagnosed Intermediate- or High-Risk Prostate Cancer. Journal of Nuclear Medicine : Official Publication, Society of Nuclear Medicine. -
Bridging the gap between prostate radiology and pathology through machine learning.
Bhattacharya, I., Lim, D. S., Aung, H. L., Liu, X., Seetharaman, A., Kunder, C. A., … Rusu, M. (2022). Bridging the gap between prostate radiology and pathology through machine learning. Medical Physics. -
MRI-guided focused ultrasound focal therapy for patients with intermediate-risk prostate cancer: a phase 2b, multicentre study.
Ehdaie, B., Tempany, C. M., Holland, F., Sjoberg, D. D., Kibel, A. S., Trinh, Q.-D., … Ghanouni, P. (2022). MRI-guided focused ultrasound focal therapy for patients with intermediate-risk prostate cancer: a phase 2b, multicentre study. The Lancet. Oncology. -
Computational Detection of Extraprostatic Extension of Prostate Cancer on Multiparametric MRI Using Deep Learning.
Moroianu, S. L., Bhattacharya, I., Seetharaman, A., Shao, W., Kunder, C. A., Sharma, A., … Rusu, M. (2022). Computational Detection of Extraprostatic Extension of Prostate Cancer on Multiparametric MRI Using Deep Learning. Cancers, 14(12). -
Multi-institutional analysis of clinical and imaging risk factors for detecting clinically significant prostate cancer in men with PI-RADS 3 lesions.
Fang, A. M., Shumaker, L. A., Martin, K. D., Jackson, J. C., Fan, R. E., Khajir, G., … Rais-Bahrami, S. (2022). Multi-institutional analysis of clinical and imaging risk factors for detecting clinically significant prostate cancer in men with PI-RADS 3 lesions. Cancer. -
Integrating zonal priors and pathomic MRI biomarkers for improved aggressive prostate cancer detection on MRI
Bhattacharya, I., Shao, W., Soerensen, S. J. C., Fan, R. E., Wang, J. B., Kunder, C., … Rusu, M. (2022). Integrating zonal priors and pathomic MRI biomarkers for improved aggressive prostate cancer detection on MRI. MEDICAL IMAGING 2022: COMPUTER-AIDED DIAGNOSIS. SPIE-INT SOC OPTICAL ENGINEERING. -
Evaluation of post-ablation mpMRI as a predictor of residual prostate cancer after focal high intensity focused ultrasound (HIFU) ablation.
Khandwala, Y. S., Morisetty, S., Ghanouni, P., Fan, R. E., Soerensen, S. J., Rusu, M., & Sonn, G. A. (2022). Evaluation of post-ablation mpMRI as a predictor of residual prostate cancer after focal high intensity focused ultrasound (HIFU) ablation. Urologic Oncology. -
Domain generalization for prostate segmentation in transrectal ultrasound images: A multi-center study.
Vesal, S., Gayo, I., Bhattacharya, I., Natarajan, S., Marks, L. S., Barratt, D. C., … Rusu, M. (2022). Domain generalization for prostate segmentation in transrectal ultrasound images: A multi-center study. Medical Image Analysis, 82, 102620. -
Tempering optimism for MRI-guided focused ultrasound therapy - Authors' reply.
Ehdaie, B., Sonn, G. A., & Ghanouni, P. (2022). Tempering optimism for MRI-guided focused ultrasound therapy - Authors' reply. The Lancet. Oncology, 23(10), e439. -
MULTI-INSTITUTIONAL ANALYSIS OF CLINICAL AND IMAGING RISK FACTORS FOR DETECTING CLINICALLY SIGNIFICANT PROSTATE CANCER IN MEN WITH PI-RADS 3 LESIONS
Fang, A., Shumaker, L., Martin, K., Onah, O., Jackson, J., Khajir, G., … Rais-Bahrami, S. (2022). MULTI-INSTITUTIONAL ANALYSIS OF CLINICAL AND IMAGING RISK FACTORS FOR DETECTING CLINICALLY SIGNIFICANT PROSTATE CANCER IN MEN WITH PI-RADS 3 LESIONS. JOURNAL OF UROLOGY. LIPPINCOTT WILLIAMS & WILKINS. -
A review of artificial intelligence in prostate cancer detection on imaging.
Bhattacharya, I., Khandwala, Y. S., Vesal, S., Shao, W., Yang, Q., Soerensen, S. J., … Sonn, G. A. (2022). A review of artificial intelligence in prostate cancer detection on imaging. Therapeutic Advances in Urology, 14, 17562872221128791. -
A Pilot Study of Ga-68-PSMA11 and Ga-68-RM2 PET/MRI for Evaluation of Prostate Cancer Response to High Intensity Focused Ultrasound (HIFU) Therapy
Duan, H., Ghanouni, P., Daniel, B., Rosenberg, J., Davidzon, G. A., Aparici, C. M., … Iagaru, A. (2022). A Pilot Study of Ga-68-PSMA11 and Ga-68-RM2 PET/MRI for Evaluation of Prostate Cancer Response to High Intensity Focused Ultrasound (HIFU) Therapy. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING. SPRINGER. -
A Pilot Study of Ga-68-PSMA11 and 68Ga-RM2 PET/MRI for Biopsy Guidance in Patients with Suspected Prostate Cancer
Duan, H., Ghanouni, P., Daniel, B., Rosenberg, J., Thong, A., Sonn, G. A., … Iagaru, A. (2022). A Pilot Study of Ga-68-PSMA11 and 68Ga-RM2 PET/MRI for Biopsy Guidance in Patients with Suspected Prostate Cancer. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING. SPRINGER. -
Collaborative Quantization Embeddings for Intra-subject Prostate MR Image Registration
Shen, Z., Yang, Q., Shen, Y., Giganti, F., Stavrinides, V., Fan, R., … Hu, Y. (2022). Collaborative Quantization Embeddings for Intra-subject Prostate MR Image Registration. MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2022, PT VI. SPRINGER INTERNATIONAL PUBLISHING AG. -
A Pilot Study of 68Ga-PSMA11 and 68Ga-RM2 PET/MRI for Evaluation of Prostate Cancer Response to High Intensity Focused Ultrasound (HIFU) Therapy.
Duan, H., Ghanouni, P., Daniel, B., Rosenberg, J., Davidzon, G. A., Mari Aparici, C., … Iagaru, A. (2022). A Pilot Study of 68Ga-PSMA11 and 68Ga-RM2 PET/MRI for Evaluation of Prostate Cancer Response to High Intensity Focused Ultrasound (HIFU) Therapy. Journal of Nuclear Medicine : Official Publication, Society of Nuclear Medicine. -
Tempering optimism for MRI-guided focused ultrasound therapy Reply
Ehdaie, B., Sonn, G. A., & Ghanouni, P. (2022). Tempering optimism for MRI-guided focused ultrasound therapy Reply. LANCET ONCOLOGY, 23(10), E439. -
The Association of Tissue Change and Treatment Success During High-intensity Focused Ultrasound Focal Therapy for Prostate Cancer.
Khandwala, Y. S., Soerensen, S. J., Morisetty, S., Ghanouni, P., Fan, R. E., Vesal, S., … Sonn, G. A. (2022). The Association of Tissue Change and Treatment Success During High-intensity Focused Ultrasound Focal Therapy for Prostate Cancer. European Urology Focus. -
A Pilot Study of 68Ga-PSMA11 and 68Ga-RM2 PET/MRI for Biopsy Guidance in Patients with Suspected Prostate Cancer.
Duan, H., Ghanouni, P., Daniel, B., Rosenberg, J., Thong, A., Kunder, C., … Iagaru, A. (2022). A Pilot Study of 68Ga-PSMA11 and 68Ga-RM2 PET/MRI for Biopsy Guidance in Patients with Suspected Prostate Cancer. Journal of Nuclear Medicine : Official Publication, Society of Nuclear Medicine. -
NCCN Guidelines Insights: Prostate Cancer Early Detection, Version 1.2023.
Moses, K. A., Sprenkle, P. C., Bahler, C., Box, G., Carlsson, S. V., Catalona, W. J., … Freedman-Cass, D. A. (2023). NCCN Guidelines Insights: Prostate Cancer Early Detection, Version 1.2023. Journal of the National Comprehensive Cancer Network : JNCCN, 21(3), 236–246. -
Reply to Carmen Gravina, Riccardo Lombardo, and Cosimo De Nunzio's Letter to the Editor re: Yash S. Khandwala, Simon John Christoph Soerensen, Shravan Morisetty, et al. The Association of Tissue Change and Treatment Success During High-intensity Focused Ultrasound Focal Therapy for Prostate Cancer. Eur Urol Focus. In press. https://doi.org/10.1016/j.euf.2022.10.010.
Sonn, G., & Khandwala, Y. (2023). Reply to Carmen Gravina, Riccardo Lombardo, and Cosimo De Nunzio's Letter to the Editor re: Yash S. Khandwala, Simon John Christoph Soerensen, Shravan Morisetty, et al. The Association of Tissue Change and Treatment Success During High-intensity Focused Ultrasound Focal Therapy for Prostate Cancer. Eur Urol Focus. In press. https://doi.org/10.1016/j.euf.2022.10.010. European Urology Focus. -
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning
Hering, A., Hansen, L., Mok, T. C. W., Chung, A. C. S., Siebert, H., Hager, S., … Heinrich, M. P. (2023). Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning. IEEE TRANSACTIONS ON MEDICAL IMAGING, 42(3), 697–712. -
Distinguishing Renal Cell Carcinoma From Normal Kidney Tissue Using Mass Spectrometry Imaging Combined With Machine Learning.
Shankar, V., Vijayalakshmi, K., Nolley, R., Sonn, G. A., Kao, C.-S. S., Zhao, H., … Brooks, J. D. (2023). Distinguishing Renal Cell Carcinoma From Normal Kidney Tissue Using Mass Spectrometry Imaging Combined With Machine Learning. JCO Precision Oncology, 7, e2200668. -
Prediction and Mapping of Intraprostatic Tumor Extent with Artificial Intelligence.
Priester, A., Fan, R. E., Shubert, J., Rusu, M., Vesal, S., Shao, W., … Sonn, G. A. (2023). Prediction and Mapping of Intraprostatic Tumor Extent with Artificial Intelligence. European Urology Open Science, 54, 20–27. -
DETECTION OF CLINICALLY SIGNIFICANT PROSTATE CANCER ON MRI: A COMPARISON OF AN ARTIFICIAL INTELLIGENCE MODEL VERSUS RADIOLOGISTS
Soerensen, S. J. C., Fan, R. E., Bhattacharya, I., Lim, D. S., Ahmadi, S., Li, X., … Sonn, G. A. (2023). DETECTION OF CLINICALLY SIGNIFICANT PROSTATE CANCER ON MRI: A COMPARISON OF AN ARTIFICIAL INTELLIGENCE MODEL VERSUS RADIOLOGISTS. JOURNAL OF UROLOGY. LIPPINCOTT WILLIAMS & WILKINS. -
IMPROVING PROSTATE CANCER DETECTION ON MRI WITH DEEP LEARNING, CLINICAL VARIABLES, AND RADIOMICS
Saunders, S., Li, X., Vesal, S., Bhattacharya, I., Soerensen, S. J. C., Fan, R. E., … Sonn, G. A. (2023). IMPROVING PROSTATE CANCER DETECTION ON MRI WITH DEEP LEARNING, CLINICAL VARIABLES, AND RADIOMICS. JOURNAL OF UROLOGY. LIPPINCOTT WILLIAMS & WILKINS. -
MIC-CUSP: Multimodal Image Correlations for Ultrasound-Based Prostate Cancer Detection
Bhattacharya, I., Vesal, S., Jahanandish, H., Choi, M., Zhou, S., Kornberg, Z., … Rusu, M. (2023). MIC-CUSP: Multimodal Image Correlations for Ultrasound-Based Prostate Cancer Detection. SIMPLIFYING MEDICAL ULTRASOUND, ASMUS 2023. SPRINGER INTERNATIONAL PUBLISHING AG. -
Improving Automated Prostate Cancer Detection and Classification Accuracy with Multi-scale Cancer Information
Li, C. X., Bhattacharya, I., Vesal, S., Saunders, S., Soerensen, S. J. C., Fan, R. E., … Rusu, M. (2024). Improving Automated Prostate Cancer Detection and Classification Accuracy with Multi-scale Cancer Information. MACHINE LEARNING IN MEDICAL IMAGING, MLMI 2023, PT I. SPRINGER INTERNATIONAL PUBLISHING AG. -
RAPHIA: A deep learning pipeline for the registration of MRI and whole-mount histopathology images of the prostate.
Shao, W., Vesal, S., Soerensen, S. J., Bhattacharya, I., Golestani, N., Yamashita, R., … Rusu, M. (2024). RAPHIA: A deep learning pipeline for the registration of MRI and whole-mount histopathology images of the prostate. Computers in Biology and Medicine, 173, 108318. -
ArtHiFy: Artificial Histopathology-style Features for Improving MRI-Based Prostate Cancer Detection
Bhattacharya, I., Shao, W., Li, X., Soerensen, S. J. C., Fan, R. E., Ghanouni, P., … Rusu, M. (2024). ArtHiFy: Artificial Histopathology-style Features for Improving MRI-Based Prostate Cancer Detection. COMPUTER-AIDED DIAGNOSIS, MEDICAL IMAGING 2024. SPIE-INT SOC OPTICAL ENGINEERING. -
Patient Preferences for Benefit and Risk Associated With High Intensity Focused Ultrasound for the Ablation of Prostate Tissue in Men With Localized Prostate Cancer.
Babalola, O., Gebben, D., Tarver, M. E., Joyce Lee, T.-H., Wang, S., Siddiqui, M. M., … Viviano, C. J. (2024). Patient Preferences for Benefit and Risk Associated With High Intensity Focused Ultrasound for the Ablation of Prostate Tissue in Men With Localized Prostate Cancer. Clinical Genitourinary Cancer, 102113. -
SwinTransformer-Based Affine Registration of MRI and Ultrasound Images of the Prostate
Sang, S., Jahanandish, H., Li, X., Vesal, S., Bhattacharya, I., Zhang, L., … Rusu, M. (2024). SwinTransformer-Based Affine Registration of MRI and Ultrasound Images of the Prostate. MEDICAL IMAGING 2024: ULTRASONIC IMAGING AND TOMOGRAPHY. SPIE-INT SOC OPTICAL ENGINEERING. -
Deep Learning for Prostate and Central Gland Segmentation on Micro-Ultrasound Images
Zhang, L., Zhou, S. R., Choi, M. H., Fan, R. E., Sang, S., Sonn, G. A., & Rusu, M. (2024). Deep Learning for Prostate and Central Gland Segmentation on Micro-Ultrasound Images. MEDICAL IMAGING 2024: ULTRASONIC IMAGING AND TOMOGRAPHY. SPIE-INT SOC OPTICAL ENGINEERING. -
A deep learning framework to assess the feasibility of localizing prostate cancer on b-mode transrectal ultrasound images
Jahanandish, H., Vesal, S., Bhattacharya, I., Li, C. X., Fan, R. E., Sonn, G. A., & Rusu, M. (2024). A deep learning framework to assess the feasibility of localizing prostate cancer on b-mode transrectal ultrasound images. MEDICAL IMAGING 2024: ULTRASONIC IMAGING AND TOMOGRAPHY. SPIE-INT SOC OPTICAL ENGINEERING. -
Artificial intelligence and radiologists in prostate cancer detection on MRI (PI-CAI): an international, paired, non-inferiority, confirmatory study.
Saha, A., Bosma, J. S., Twilt, J. J., van Ginneken, B., Bjartell, A., Padhani, A. R., … Huisman, H. (2024). Artificial intelligence and radiologists in prostate cancer detection on MRI (PI-CAI): an international, paired, non-inferiority, confirmatory study. The Lancet. Oncology. -
External validation of an artificial intelligence model for Gleason grading of prostate cancer on prostatectomy specimens.
Schmidt, B., Soerensen, S. J., Bhambhvani, H. P., Fan, R. E., Bhattacharya, I., Choi, M. H., … Sonn, G. A. (2024). External validation of an artificial intelligence model for Gleason grading of prostate cancer on prostatectomy specimens. BJU International. -
Stockholm3 in a Multiethnic Cohort for Prostate Cancer Detection (SEPTA): A Prospective Multicentered Trial.
Vigneswaran, H. T., Eklund, M., Discacciati, A., Nordström, T., Hubbard, R. A., Perlis, N., … Murphy, A. B. (2024). Stockholm3 in a Multiethnic Cohort for Prostate Cancer Detection (SEPTA): A Prospective Multicentered Trial. Journal of Clinical Oncology : Official Journal of the American Society of Clinical Oncology, JCO2400152. -
Inter-reader Agreement for Prostate Cancer Detection Using Micro-ultrasound: A Multi-institutional Study
Zhou, S. R., Choi, M. H., Vesal, S., Kinnaird, A., Brisbane, W. G., Lughezzani, G., … Sonn, G. A. (2024). Inter-reader Agreement for Prostate Cancer Detection Using Micro-ultrasound: A Multi-institutional Study. EUROPEAN UROLOGY OPEN SCIENCE, 66, 93–100. -
Trends in pre-biopsy MRI usage for prostate cancer detection, 2007-2022.
Soerensen, S. J., Li, S., Langston, M. E., Fan, R. E., Rusu, M., & Sonn, G. A. (2024). Trends in pre-biopsy MRI usage for prostate cancer detection, 2007-2022. Prostate Cancer and Prostatic Diseases. -
Stockholm3 validation in a multi-ethnic cohort for prostate cancer (SEPTA) detection: A multicentered, prospective trial.
Vigneswaran, H. T., Eklund, M., Discacciati, A., Nordstrom, T., Hubbard, R. A., Perlis, N., … Murphy, A. B. (2024). Stockholm3 validation in a multi-ethnic cohort for prostate cancer (SEPTA) detection: A multicentered, prospective trial. JOURNAL OF CLINICAL ONCOLOGY. LIPPINCOTT WILLIAMS & WILKINS. -
ARTIFICIAL INTELLIGENCE-ASSISTED PROSTATE CANCER DETECTION ON B-MODE TRANSRECTAL ULTRASOUND IMAGES
Bhattacharya, I., Vesal, S., Jahanandish, H., Choi, M., Zhou, S., Kornberg, Z., … Sonn, G. A. (2024). ARTIFICIAL INTELLIGENCE-ASSISTED PROSTATE CANCER DETECTION ON B-MODE TRANSRECTAL ULTRASOUND IMAGES. JOURNAL OF UROLOGY. LIPPINCOTT WILLIAMS & WILKINS. -
PREDICTORS OF TREATMENT FAILURE AFTER FOCAL HIGH-INTENSITY FOCUSED ULTRASOUND (HIFU) OF LOCALIZED PROSTATE CANCER
Soerensen, S. J. C., Sommer, E. R., Zhou, S. R., Rusu, M., Fan, R. E., & Sonn, G. A. (2024). PREDICTORS OF TREATMENT FAILURE AFTER FOCAL HIGH-INTENSITY FOCUSED ULTRASOUND (HIFU) OF LOCALIZED PROSTATE CANCER. JOURNAL OF UROLOGY. LIPPINCOTT WILLIAMS & WILKINS. -
AI VS. UROLOGISTS: A COMPARATIVE ANALYSIS FOR PROSTATE CANCER DETECTION ON TRANSRECTAL B-MODE ULTRASOUND
Vesal, S., Bhattacharya, I., Jahanandish, H., Choi, M., Zhou, S. R., Kornberg, Z., … Sonn, G. A. (2024). AI VS. UROLOGISTS: A COMPARATIVE ANALYSIS FOR PROSTATE CANCER DETECTION ON TRANSRECTAL B-MODE ULTRASOUND. JOURNAL OF UROLOGY. LIPPINCOTT WILLIAMS & WILKINS.
Clinical Trials
Clinical trials are research studies that evaluate a new medical approach, device, drug, or other treatment. As a Stanford Health Care patient, you may have access to the latest, advanced clinical trials.
Open trials refer to studies currently accepting participants. Closed trials are not currently enrolling, but may open in the future.
- Continued Access of Focal MR-Guided Focused Ultrasound for Localized Intermediate Risk Prostate Lesions
- 68Ga-PSMA PET/CT or PET/MRI in Evaluating Patients With Recurrent Prostate Cancer
- A Pilot Trial Using BR55 Ultrasound Contrast Agent in the Assessment of Prostate Cancer
- Predicting Location and Extent of Prostate Cancer Using Micro-Ultrasound Imaging
- Focal MR-Guided Focused Ultrasound Treatment of Localized Intermediate Risk Prostate Lesions
- Photoacoustic Imaging (PAI) of the Prostate: A Clinical Feasibility Study
- 68Ga PSMA 11 PET/MRI and 68Ga RM2 PET/MRI for Biopsy Guidance in Patients With Suspected Prostate Cancer
Practice Locations
Urologic Cancer Program in Palo Alto Palo Alto, CA
Palo Alto, CAUrologic Cancer Program in Palo Alto
875 Blake Wilbur Drive
Palo Alto , CA 94304
Make An Appointment More Clinic Information Getting HereUrologic Cancer Program in San Jose San Jose, CA
San Jose, CAUrologic Cancer Program in San Jose
2589 Samaritan Drive
San Jose , CA 95124
Make An Appointment More Clinic Information Getting HereCancer Center in South Bay San Jose, CA
San Jose, CACancer Center in South Bay
2589 Samaritan Drive
San Jose , CA 95124
Make An Appointment More Clinic Information Getting HereImportant Information about Our Organizations and Physician Affiliation
Stanford Health Care, Stanford Health Care Tri-Valley, and Stanford Medicine Partners are each independent nonprofit organizations that are affiliated with but separate from each other and from Stanford University. The physicians who provide care at facilities operated by Stanford Health Care, Stanford Health Care Tri-Valley, and Stanford Medicine Partners are faculty, foundation, or community physicians who are not employees, representatives, or agents of Stanford Health Care, Stanford Health Care Tri- Valley, or Stanford Medicine Partners. Stanford Health Care, Stanford Health Care Tri-Valley, and Stanford Medicine Partners do not exercise control over the care provided by such faculty, foundation, and community physicians and are not responsible for their actions.
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