Towards Patient Record Summarization Through Joint Phenotype Learning in HIV Patients

no code implementations • 9 Mar 2020 • Gal Levy-Fix, Jason Zucker, Konstantin Stojanovic, Noémie Elhadad

In this paper, we focus our experiments on assessing the learned phenotypes and their relatedness as learned from a specific patient population.

valid Variational Inference

Machine Learning and Visualization in Clinical Decision Support: Current State and Future Directions

no code implementations • 6 Jun 2019 • Gal Levy-Fix, Gilad J. Kuperman, Noémie Elhadad

Heretofore, there has not been a review of ways in which research in machine learning and other types of data-driven techniques can contribute effectively to clinical care and the types of support they can bring to clinicians.

BIG-bench Machine Learning Decision Making