Sachin Dudda Nagaraju
PulseAugur coverage of Sachin Dudda Nagaraju — every cluster mentioning Sachin Dudda Nagaraju across labs, papers, and developer communities, ranked by signal.
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Federated learning boosts cross-modality medical image segmentation
A new research paper explores federated learning techniques to improve cross-modality medical image segmentation, addressing challenges posed by data distributed across institutions and varying imaging protocols. The st…
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Federated learning framework improves bladder cancer segmentation and classification
Researchers have developed a federated multi-task learning framework to improve bladder tumor segmentation and muscle-invasive bladder cancer (MIBC) classification using T2-weighted MRI. The proposed Swin Hybrid model, …
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LoRA fine-tuning of MedSAM3 requires minimal annotations for medical image segmentation
A new study explores the effectiveness of LoRA fine-tuning for medical image segmentation using the MedSAM3 foundation model. Researchers found that with as few as 10 annotated cases, LoRA-adapted models achieved perfor…