Search Results for author: James Geller

Found 4 papers, 0 papers with code

Integrating Commercial and Social Determinants of Health: A Unified Ontology for Non-Clinical Determinants of Health

no code implementations4 Apr 2023 Navya Martin Kollapally, Vipina Kuttichi Keloth, Julia Xu, James Geller

The objectives of this research are 1) to develop an ontology for CDoH by utilizing PubMed articles and ChatGPT; 2) to foster ontology reuse by integrating CDoH with an existing SDoH ontology into a unified structure; 3) to devise an overarching conception for all non-clinical determinants of health and to create an initial ontology, called N-CODH, for them; 4) and to validate the degree of correspondence between concepts provided by ChatGPT with the existing SDoH ontology

Clinical BioBERT Hyperparameter Optimization using Genetic Algorithm

no code implementations8 Feb 2023 Navya Martin Kollapally, James Geller

Recording SDoH data in a structured manner (in an EHR) could greatly benefit from a dedicated ontology of SDoH terms.

Hyperparameter Optimization

An Ontology for the Social Determinants of Health Domain

no code implementations15 Nov 2022 Navya Martin Kollapally, Yan Chen, Julia Xu, James Geller

We present a prototype ontology called Social Determinant of Health Ontology (SOHO) that covers relevant concepts and IS--A relationships describing impacts and associations of social determinants.

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