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Updated: Jul 4, 2025
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A Cognitive Fusion-guided Prostate Biopsy Using Multiparametric Magnetic Resonance Imaging and Transrectal Ultrasound
Published on: March 21, 2025
224
Semi-Supervised, Attention-Based Deep Learning for Predicting TMPRSS2:ERG Fusion Status in Prostate Cancer Using
Mohamed Omar1,2, Zhuoran Xu1,2, Sophie B Rand1,2
1Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York.
Molecular Cancer Research : MCR
|January 29, 2024
Abstract
Implications:
Our study illuminates the potential of deep learning in effectively inferring key prostate cancer genetic alterations from the tissue morphology depicted in routinely available histology slides, offering a cost-effective method that could revolutionize diagnostic strategies in oncology.
