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Prostate Cancer Diagnostics in the AI Age: Fast, Crowded, and (Hopefully) Open
As in most areas of medicine—and of course, most areas of modern life—artificial intelligence (AI) is blazing its way into urology practice with extraordinary speed. Its impact is coming perhaps hardest and fastest in the arena of prostate cancer diagnostics, where tools aimed at improving radiology and pathology are already in clinical use and appearing in guidelines with unprecedented speed, particularly in comparison to the prior generation of genomic tests.
As of December 2025, the FDA has approved 1451 AI-enabled devices, 1104 in radiology.1 Only 3 of these, all in the area of diabetic retinopathy, are intended to work autonomously; all others are meant to augment rather than replace human clinician workflows. As in most domains, prostate cancer lags well behind breast cancer and behind colorectal and lung cancer as well.2 Clearly, however, we stand at an inflection point in prostate cancer, with a bevy of tools in varying stages of development and promulgation, mostly in the areas of pathology and radiology.
Matthew R. Cooperberg, MD, MPH graduated from Dartmouth College, where he finished summa cum laude with a major in English. He earned his MD and MPH degrees at Yale University and completed residency in Urology and fellowship in Urologic Oncology at UCSF. At the end of his training, Dr. Cooperberg joined the faculty at UCSF, where he maintains busy clinical practices at the UCSF Helen Diller Family Comprehensive Cancer Center and the San Francisco VA Medical Center. He also holds a secondary appointment in the Department of Epidemiology & Biostatistics. He is actively engaged in research approaching the challenges of prostate cancer from many interrelated angles, from molecular analyses to health system-wide research. He has written or contributed to over 350 research articles. Early in 2013 Dr. Cooperberg co-authored a proposal for a national urology registry which served as the basis for the AUA Quality (AQUA) Registry, a project for which he now serves as Senior Physician Advisor. In 2015 he won the AUA Gold Cystoscope Award, and in 2016 was awarded his first R01 grant as Principal Investigator from the National Cancer Institute, to develop and validate novel miRNA-based biomarker signatures for refined prostate cancer prognosis. He lives in San Francisco with his wife, Jacqueline Dolev (a derm-atologist and fellow Yale Medical School alum), where they work primarily to keep up with their children, Jake and Sarah.
A Journal Club for Patients with Prostate Cancer
The 2025 American Society of Clinical Oncology (ASCO) Annual Meeting held in Chicago, IL, was host to the Oral Abstract Session: Genitourinary Cancer—Prostate, Testicular, and Penile. Dr. Angela Jia discussed How Better Treatments and Better Selection Can Improve Patient Outcomes in Localized Prostate Cancer. Dr. Jia discussed two important abstracts presented during the session:
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(UroToday.com) The 2022 Advanced Prostate Cancer Consensus Conference (APCCC) Hybrid Meeting included a session on biochemical recurrence, and a presentation by Dr. Felix Feng discussing how treatment can be individualized by using genomic classifiers. Dr. Feng started by highlighting that genomic biomarkers are included in certain treatment
Read MoreThe 2021 ASTRO Meeting included a session on biomarkers and salvage radiotherapy and discussion by Dr. Alan Dal Pra regarding the performance of a genomic classifier within a phase 3 randomized trial of dose escalated salvage radiotherapy after radical prostatectomy.
Read MoreThe 2021 ASTRO Meeting included a session on biomarkers and salvage radiotherapy and discussion by Dr. Paul Nguyen regarding the validation of a 22-gene genomic classifier in the NRG Oncology/RTOG 9202, 9413, and 9902 phase III randomized trials.
Read MoreThe 2021 ASTRO Meeting’s included a session on biomarkers and salvage radiotherapy and a discussant presentation of five presentations in this session by Dr. Brian Baumann. With regards to organizing these five presentations into clinical context, Dr. Baumann highlighted the SAKK 09/10 trial, a phase I trial of neoadjuvant stereotactic body radiotherapy, biomarker studies
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