GitHub

SAMA-UNet: Self-Adaptive Mamba-like Attention UNet

Official PyTorch implementation of SAMA-UNet: A novel U-shaped architecture for medical image segmentation that integrates Self-Adaptive Mamba-like Attention and Causal-Resonance Learning.
Frontiers

Pattern recognition of hematological profiles of tumors of the digestive tract: an exploratory study

In this study, we aimed to apply laboratory blood analysis to identify the hematological (based on hemoglobin concentration, erythrocytes, hematocrit, and RDW count) profiles associated with the most ...
The Lancet

Machine learning-based automated sponge cytology for screening of oesophageal squamous cell carcinoma and adenocarcinoma of the oesophagogastric junction: a nationwide ...

dDepartment of Gastroenterology, Nanchong Central Hospital, Nanchong, Sichuan Province, China eDepartment of Gastroenterology, Lianshui People's Hospital Affiliated to Kangda College of Nanjing ...
Frontiers

A deep learning based framework for the classification of multi- class capsule gastroscope image in gastroenterologic diagnosis

Purpose: The purpose of this paper is to develop a method to automatic classify capsule gastroscope image into three categories to prevent high-risk factors for carcinogenesis, such as atrophic ...
The Lancet

Accurate diagnosis and prognosis prediction of gastric cancer using deep learning on digital pathological images: A retrospective multicentre study

aDepartment of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan University, Wuhan, Hubei, 430060, China bDepartment of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong ...