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20192026
most citedA persistent homology approach to heart rate variability analysis with an application to sleep-wake classification

9 citations · 17 across the 11 of their papers we have counts for

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eess.SP2019★ 9 cited

A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification

Yu-Min Chung, Chuan-Shen Hu, Yu-Lun Lo +1

Persistent homology (PH) is a recently developed theory in the field of algebraic topology to study shapes of datasets. It is an effective data analysis tool that is robust to nois…

cs.CV2019★ 3 cited

TopoResNet: A hybrid deep learning architecture and its application to skin lesion classification

Yu-Min Chung, Chuan-Shen Hu, Austin Lawson +1

Skin cancer is one of the most common cancers in the United States. As technological advancements are made, algorithmic diagnosis of skin lesions is becoming more important. In thi…