Deep Learning

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INTELCAPE: A Deep Learning-Powered System for Automated, High-Accuracy Crohn's Disease Diagnosis via Capsule Endoscopy

This study presents INTELCAPE, a multi-task deep learning system for automated capsule endoscopy analysis in Crohn's disease. Built and evaluated on 872 videos from two Chinese …

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De-Jun FAN
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Journal Article

HADiff: hierarchy aggregated diffusion model for pathology image segmentation

The pathologists grade cancers by identifying the morphology of tumor areas, whereas this manual implementation is time-consuming and expensive. The most recent methods deploy …

Xuefeng Zhang
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Deep Learning

DeepCC

A pathway-informed deep learning framework for robust cancer molecular subtype classification.

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