Donald U Apakama

8PUBLICATIONS
17CO-AUTHORS
Comparative language studiesSensory processes, perception and performanceComputational linguisticsLiquid biopsiesInformation modelling, management and ontologies
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Publications (8)

|May 12, 2026
Sociodemographic bias in large language model clinical trial screening.

|Dec 03, 2025
Sociodemographic Bias in Large Language Model Clinical Trial Screening.

Shelly Soffer, Mahmud Omar, Orly Efros

|Sep 26, 2025
New Model, Old Risks? Sociodemographic Bias and Adversarial Hallucinations Vulnerability in GPT-5.

Mahmud Omar, Reem Agbareia, Donald U Apakama

|Apr 08, 2025
Sociodemographic biases in medical decision making by large language models.

Mahmud Omar, Shelly Soffer, Reem Agbareia

|Mar 17, 2025
LLM-Guided Pain Management: Examining Socio-Demographic Gaps in Cancer vs non-Cancer cases.

Mahmud Omar, Shelly Soffer, Reem Agbareia

|Nov 18, 2024
A strategy for cost-effective large language model use at health system-scale.

Eyal Klang, Donald Apakama, Ethan E Abbott

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Frequent Collaborators

6 joint publications

Girish N Nadkarni

5 joint publications

Mahmud Omar

4 joint publications

Benjamin S Glicksberg

4 joint publications

Robert Freeman