4 papers
Enhancing Skin Lesion Diagnosis with Ensemble Learning
Xiaoyi Liu, Zhou Yu, Lianghao Tan +2
Skin lesions are an increasingly significant medical concern, varying widely in severity from benign to cancerous. Accurate diagnosis is essential for ensuring timely and appropria…
Deep Learning for Lung Disease Classification Using Transfer Learning and a Customized CNN Architecture with Attention
Xiaoyi Liu, Zhou Yu, Lianghao Tan
Many people die from lung-related diseases every year. X-ray is an effective way to test if one is diagnosed with a lung-related disease or not. This study concentrates on categori…
Investigation of Customized Medical Decision Algorithms Utilizing Graph Neural Networks
Yafeng Yan, Shuyao He, Zhou Yu +3
Aiming at the limitations of traditional medical decision system in processing large-scale heterogeneous medical data and realizing highly personalized recommendation, this paper i…
Application of Multimodal Fusion Deep Learning Model in Disease Recognition
Xiaoyi Liu, Hongjie Qiu, Muqing Li +3
This paper introduces an innovative multi-modal fusion deep learning approach to overcome the drawbacks of traditional single-modal recognition techniques. These drawbacks include…