ACADEMIC RESEARCH

Weakly Supervised Computational Pathology

A weak supervised deep learning method for intelligent analysis of pathological images is studied in order to break through the key barrier of computational pathology！

ACADEMICS: Academics

PROGNOSIS OF BREAST CANCER

......, Hao Quan, et, al. "Tubular membranous tunnel (TMT), an extracellular membrane compartment mediating tumor cells metastasis". Nature Medicine (Revision) QI TOP IF=53.44

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MULTI-INSTANCE LEARNING

Hao Quan, et al. "Prior-Knowledge-Constrained Weakly Supervised Efficient Computational Pathology on Whole Slide Images"，BME2021

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CAPSULE NETWORK

Hao Quan , et al. "DenseCapsNet: Detection of COVID-19 from X-ray Images Using a Capsule Neural Network." Computers in Biology and Medicine (2021) Q1 IF=4.589

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SELF-SUPERVISED LEARNING

To be updated

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