Serena Yeung

Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials

2022 · Research Square

<title>Abstract</title> Prostate cancer is the most frequent cancer in men and a leading cause of cancer death. Determining a patient’s optimal therapy is a challenge, where oncologists must select a therapy with the highest likelihood …

Self-supervised learning for medical image classification: a systematic review and implementation guidelines

2023 · npj Digital Medicine

Advancements in deep learning and computer vision provide promising solutions for medical image analysis, potentially improving healthcare and patient outcomes. However, the prevailing paradigm of training deep learning models requires large quantities of labeled training …