综述
Physics-aware imaging AI for quantitative MASLD biomarker mapping: a systematic review of deep learning and radiomics across ultrasound, CT, and MRI
Houshyar Maghsoudi, Ahmad Khonche, Reza Gereami, Farshad Gharebakhshi
Baqiyatallah University of Medical Sciences Aja University of Medical Sciences
来源Abdominal Radiology
年份2025
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学术脉络
学科主题
生物医学Radiomics and Machine Learning in Medical Imaging
Ultrasound and Hyperthermia Applications · Advanced Radiotherapy Techniques
参考文献 43
QUADAS-2: A Revised Tool for the Quality Assessment of Diagnostic Accuracy Studies
被引 14,549Penny F. Whiting, Anne W.S. Rutjes, Marie E. Westwood · Annals of Internal Medicine · 2011
Liver fat imaging—a clinical overview of ultrasound, CT, and MR imaging
被引 307Yingzhen N. Zhang, Kathryn Jane Fowler, Gavin Hamilton · British Journal of Radiology · 2018
Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images
被引 296Michał Byra, Grzegorz Styczyński, Cezary A. Szmigielski · International Journal of Computer Assisted Radiology and Surgery · 2018
此处列出前 3 条
引用本文 1
Artificial intelligence for metabolic dysfunction-associated steatotic liver disease diagnosis: A systematic review
被引 1Ruijuan Wang, Chang Liu, Mei Xue · Computers in Biology and Medicine · 2026
按被引量排序，此处列出前 3 条