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Zero-Shot Clinical Acronym Expansion with a Hierarchical Metadata-Based Latent Variable Model


Sep 29, 2020
Griffin Adams, Mert Ketenci, Adler Perotte, Noemie Elhadad

* 31 pages 

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Phenotype inference with Semi-Supervised Mixed Membership Models


Dec 07, 2018
Victor Rodriguez, Adler Perotte

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 https://urldefense.proofpoint.com/v2/url?u=https-3A__arxiv.org_abs_1811.07216&d=DwIEaQ&c=G2MiLlal7SXE3PeSnG8W6_JBU6FcdVjSsBSbw6gcR0U&r=V4N8fh0BvUFXSfHS_5FyHekWwaQfwQATAFihsExKikM&m=3ZpgK5EnFWR2OpdKWz1sCspjnLWOElIt_VHn1RMHJ5U&s=iE0HP7cbAigUopbIm2O8hByUTkVYvOw7R2y8QoF6GRg&e= 

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Multiple Causal Inference with Latent Confounding


Aug 07, 2018
Rajesh Ranganath, Adler Perotte


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Deep Survival Analysis


Sep 18, 2016
Rajesh Ranganath, Adler Perotte, Noémie Elhadad, David Blei

* Presented at 2016 Machine Learning and Healthcare Conference (MLHC 2016), Los Angeles, CA 

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