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cs.LG2026
QFedPolyp: A Communication- and Inference-Efficient Federated Learning Framework for Polyp Segmentation
Madan Baduwal, Priyanka Paudel
Background and Objective: Automatic polyp segmentation supports computer-aided diagnosis and early colorectal cancer detec- tion. Centralized deep learning requires hospitals to sh…
cs.LG2026
Benchmarking Machine Learning Models for Multi-Omics-Based Breast Cancer Prediction
Priyanka Paudel, Madan Baduwal
Estrogen Receptor (ER) status is a critical biomarker in breast cancer diagnosis, prognosis, and treatment selection. Recent advances in high-throughput sequencing technologies hav…