Contrastive Learning of Temporal Distinctiveness for Survival Analysis in Electronic Health Records

Author:

Nayebi Kerdabadi Mohsen1ORCID,Hadizadeh Moghaddam Arya1ORCID,Liu Bin2ORCID,Liu Mei3ORCID,Yao Zijun1ORCID

Affiliation:

1. University of Kansas, Lawrence, KS, USA

2. West Virginia University, Morgantown, WV, USA

3. University of Florida, Gainesville, FL, USA

Publisher

ACM

Reference39 articles.

1. Laura Antolini , Patrizia Boracchi , and Elia Biganzoli . 2005. A time-dependent discrimination index for survival data. Statistics in medicine , Vol. 24 , 24 ( 2005 ), 3927--3944. Laura Antolini, Patrizia Boracchi, and Elia Biganzoli. 2005. A time-dependent discrimination index for survival data. Statistics in medicine, Vol. 24, 24 (2005), 3927--3944.

2. Wiwat Chancharoenthana and Asada Leelahavanichkul . 2019. Acute kidney injury spectrum in patients with chronic liver disease: Where do we stand? World journal of gastroenterology , Vol. 25 , 28 ( 2019 ), 3684. Wiwat Chancharoenthana and Asada Leelahavanichkul. 2019. Acute kidney injury spectrum in patients with chronic liver disease: Where do we stand? World journal of gastroenterology, Vol. 25, 28 (2019), 3684.

3. Ting Chen , Simon Kornblith , Mohammad Norouzi , and Geoffrey Hinton . 2020 . A simple framework for contrastive learning of visual representations . In International conference on machine learning. PMLR, 1597--1607 . Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey Hinton. 2020. A simple framework for contrastive learning of visual representations. In International conference on machine learning. PMLR, 1597--1607.

4. GRAM

5. Regression Models and Life-Tables

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