61 citations · 69 across the 4 of their papers we have counts for
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cs.LG2022★ 7 cited
Modeling Multivariate Biosignals With Graph Neural Networks and Structured State Space Models
Siyi Tang, Jared A. Dunnmon, Liangqiong Qu +4
Multivariate biosignals are prevalent in many medical domains, such as electroencephalography, polysomnography, and electrocardiography. Modeling spatiotemporal dependencies in mul…
cs.CV2022
The Importance of Background Information for Out of Distribution Generalization
Jupinder Parmar, Khaled Saab, Brian Pogatchnik +2
Domain generalization in medical image classification is an important problem for trustworthy machine learning to be deployed in healthcare. We find that existing approaches for do…