most citedData and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers

4 citations · 7 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2022★ 3 cited

Non-Imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey

Xiaodan Xing, Huanjun Wu, Lichao Wang +5

Data quality is the key factor for the development of trustworthy AI in healthcare. A large volume of curated datasets with controlled confounding factors can help improve the accu…

eess.IV2022★ 4 cited

Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers

Jiahao Huang, Yingying Fang, Yang Nan +9

Research studies have shown no qualms about using data driven deep learning models for downstream tasks in medical image analysis, e.g., anatomy segmentation and lesion detection,…