Contrastive Disentanglement for Quantitative Ultrasound Muscle Atrophy Evaluation

Yue Zhang, Yonghua Zhan, Kaitai Guo, Yang Zheng, Liang Tang, Jianzhong Guo, Jimin Liang
January 2024
Cite DOI
Type
Journal article
Publication
IEEE Transactions on Biomedical Engineering
Muscles;Atrophy;Ultrasonic imaging;Rats;Data models;Representation learning;Biomedical engineering;Muscle atrophy quantization;contrastive learning;disentangled representation learning;ultrasound
Kaitai Guo
Kaitai Guo
Assistant Professor

My research interests include broad-spectrum substance identification, microwave and infrared imaging, and system simulation and evaluation.

Yang Zheng
Yang Zheng
Assistant Professor

My research interests include human behaviour analysis for intelligent diagnosis of developmental coordination disorder, aritifical intelligence, and computer vision.

Jimin Liang
Jimin Liang
Professor of Electronic Engineering

My research interests include artificial intelligence and computer vision.