no code implementations • 3 Nov 2023 • Mert Ketenci, Shreyas Bhave, Noémie Elhadad, Adler Perotte
We propose a survival analysis approach which eliminates the need to tune hyperparameters such as mixture assignments and bin sizes, reducing the burden on practitioners.
no code implementations • 10 Mar 2022 • Tony Y. Sun, Shreyas Bhave, Jaan Altosaar, Noémie Elhadad
While there are multiple potential sources of bias when constructing phenotype definitions which may affect their fairness, it is not standard in the field of phenotyping to consider the impact of different definitions across subgroups of patients.
1 code implementation • 29 Sep 2020 • Griffin Adams, Mert Ketenci, Shreyas Bhave, Adler Perotte, Noémie Elhadad
We introduce Latent Meaning Cells, a deep latent variable model which learns contextualized representations of words by combining local lexical context and metadata.