Prostate-Specific Foundation Models for Enhanced Detection of Clinically Significant Cancer

Authors: Lee, Jeong Hoon, Li, Cynthia Xinran, Jahanandish, Hassan, Bhattacharya, Indrani, Vesal, Sulaiman, Zhang, Lichun, Sang, Shengtian, Choi, Moon Hyung, Soerensen, Simon John Christoph, Zhou, Steve Ran, Sommer, Elijah Richard, Fan, Richard, Ghanouni, Pejman, Song, Yuze, Seibert, Tyler M., Sonn, Geoffrey A., Rusu, Mirabela

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2502.00366

ProsDectNet: Bridging the Gap in Prostate Cancer Detection via Transrectal B-mode Ultrasound Imaging

Authors: Vesal, Sulaiman, Bhattacharya, Indrani, Jahanandish, Hassan, Li, Xinran, Kornberg, Zachary, Zhou, Steve Ran, Sommer, Elijah Richard, Choi, Moon Hyung, Fan, Richard E., Sonn, Geoffrey A., Rusu, Mirabela

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2312.05334

ProCUSNet: Prostate Cancer Detection on B-mode Transrectal Ultrasound Using Artificial Intelligence for Targeting During Prostate Biopsies

Authors: Rusu, Mirabela ^{a, b, h, ⁎}, Jahanandish, Hassan ^{a, b}, Vesal, Sulaiman ^{a, b}, Li, Cynthia Xinran ^c, Bhattacharya, Indrani ^a, Venkataraman, Rajesh ^d, Zhou, Steve Ran ^b, Kornberg, Zachary ^b, Sommer, Elijah Richard ^e, Khandwala, Yash Samir ^b, Hockman, Luke ^b, Zhou, Zhien ^f, Choi, Moon Hyung ^g, Ghanouni, Pejman ^a, Fan, Richard E. ^b, Sonn, Geoffrey A. ^{a, b}

Source: In European Urology Oncology April 2025 8(2):477-485

PD19-03 MACHINE LEARNING-BASED PREDICTION MODELS FOR 1-YEAR TREATMENT FAILURE AFTER FOCAL THERAPY IN LOCALIZED PROSTATE CANCER.

Authors: Lee, Jeong Hoon, Christoph Soerensen, Simon John, Sommer, Elijah Richard, Li, Cynthia, Jahanandish, Hassan, Fan, Richard, Rusu, Mirabela, Sonn, Geoffrey

Source: Journal of Urology; 2025 Supplement 5s, Vol. 213, pe715-e715, 1p

PD50-01 AI VS. UROLOGISTS: A COMPARATIVE ANALYSIS FOR PROSTATE CANCER DETECTION ON TRANSRECTAL B-MODE ULTRASOUND.

Authors: Vesal, Sulaiman, Bhattacharya, Indrani, Jahanandish, Hassan, Choi, Moonhyung, Zhou, Steve Ran, Kornberg, Zachary, Sommer, Elijah Richard, Fan, Richard E., Rusu, Mirabela, Sonn, Geoffrey A.

Source: Journal of Urology; 2024 Supplement 5, Vol. 211, pe1056-e1056, 1p

Subject Terms: ENDORECTAL ultrasonography, PROSTATE cancer, EARLY detection of cancer, UROLOGISTS, ARTIFICIAL intelligence

MP31-18 ARTIFICIAL INTELLIGENCE-ASSISTED PROSTATE CANCER DETECTION ON B-MODE TRANSRECTAL ULTRASOUND IMAGES.

Authors: Bhattacharya, Indrani, Vesal, Sulaiman, Jahanandish, Hassan, Choi, Moonhyung, Zhou, Steve, Kornberg, Zachary, Sommer, Elijah Richard, Fan, Richard E., Brooks, James D., Rusu, Mirabela, Sonn, Geoffrey A.

Source: Journal of Urology; 2024 Supplement 5, Vol. 211, pe511-e511, 1p

Subject Terms: ENDORECTAL ultrasonography, ULTRASONIC imaging, EARLY detection of cancer, ARTIFICIAL neural networks, PROSTATE cancer, CONVOLUTIONAL neural networks

MP19-17 INTEGRATING MR AND ULTRASOUND IMAGES FOR AI-BASED PROSTATE CANCER DETECTION IN TRANSRECTAL ULTRASOUND IMAGES: A COMPARATIVE ASSESSMENT WITH CLINICIANS.

Authors: Jahanandish, Hassan, Vesal, Sulaiman, Bhattacharya, Indrani, Kornberg, Zachary, Zhou, Steve Ran, Sommer, Elijah Richard, Choi, Moon Hyung, Fan, Richard E., Rusu, Mirabela, Sonn, Geoffrey A.

Source: Journal of Urology; 2024 Supplement 5, Vol. 211, pe317-e317, 1p

Subject Terms: ENDORECTAL ultrasonography, ULTRASONIC imaging, MAGNETIC resonance imaging, ARTIFICIAL intelligence, EARLY detection of cancer