3 papers
cs.CV2025
Live(r) Die: Predicting Survival in Colorectal Liver Metastasis
Muhammad Alberb, Helen Cheung, Anne Martel
Colorectal cancer frequently metastasizes to the liver, significantly reducing long-term survival. While surgical resection is the only potentially curative treatment for colorecta…
cs.CV2025
Breast Cancer Detection from Multi-View Screening Mammograms with Visual Prompt Tuning
Han Chen, Anne L. Martel
Accurate detection of breast cancer from high-resolution mammograms is crucial for early diagnosis and effective treatment planning. Previous studies have shown the potential of us…
cs.CV2025
Enhancing breast cancer detection on screening mammogram using self-supervised learning and a hybrid deep model of Swin Transformer and Convolutional Neural Network
Han Chen, Anne L. Martel
Purpose: The scarcity of high-quality curated labeled medical training data remains one of the major limitations in applying artificial intelligence (AI) systems to breast cancer d…