Continually-Adaptive Representation Learning Framework for Time-Sensitive Healthcare Applications

Author:

Choudhuri Akash1ORCID,Jang Hankyu1ORCID,Segre Alberto M.1ORCID,Polgreen Philip M.1ORCID,Jha Kishlay1ORCID,Adhikari Bijaya1ORCID

Affiliation:

1. The University of Iowa, Iowa City, IA, USA

Funder

CDC

Publisher

ACM

Reference38 articles.

1. Accountability Act . 1996. Health insurance portability and accountability act of 1996 . Public law 104 (1996), 191. Accountability Act. 1996. Health insurance portability and accountability act of 1996. Public law 104 (1996), 191.

2. Bijaya Adhikari , Bryan Lewis , Anil Vullikanti , José Mauricio Jiménez, and B Aditya Prakash . 2019 . Fast and near-optimal monitoring for healthcare acquired infection outbreaks. PLoS CompBio ( 2019). Bijaya Adhikari, Bryan Lewis, Anil Vullikanti, José Mauricio Jiménez, and B Aditya Prakash. 2019. Fast and near-optimal monitoring for healthcare acquired infection outbreaks. PLoS CompBio (2019).

3. Felipe Almeida and Geraldo Xexéo . 2019. Word embeddings: A survey. arXiv preprint arXiv:1901.09069 ( 2019 ). Felipe Almeida and Geraldo Xexéo. 2019. Word embeddings: A survey. arXiv preprint arXiv:1901.09069 (2019).

4. Leveraging clinical data across healthcare institutions for continual learning of predictive risk models

5. Edward Choi Cao Xiao Walter F. Stewart and Jimeng Sun. 2018. MiME: Multi-level Medical Embedding of Electronic Health Records for Predictive Healthcare. arXiv:1810.09593 Edward Choi Cao Xiao Walter F. Stewart and Jimeng Sun. 2018. MiME: Multi-level Medical Embedding of Electronic Health Records for Predictive Healthcare. arXiv:1810.09593

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