Mary M. Lucas

PhD student, College of Computing and Informatics, Drexel University

Joined

October 2024

Names

Mary M. Lucas (Preferred)

,

Mary M Lucas

Emails

****@drexel.edu (Confirmed)

,

****@bu.edu (Confirmed)

,

****@yahoo.com (Confirmed)

Personal Links

Career & Education History

PhD student

College of Computing and Informatics, Drexel University (drexel.edu)

2021 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

health informatics

,

predictive modeling

,

social network analysis

,

AI fairness

,

LLMs

2021 – Present

Publications

Beyond Self-consistency: Ensemble Reasoning Boosts Consistency and Accuracy of LLMs in Cancer Staging
Chia-Hsuan Chang, Mary M. Lucas, Yeawon Lee, Christopher C. Yang, Grace Lu-Yao
- AIME (1) 2024
- Readers: Everyone
Artificial Intelligence Assisted Curation of Population Groups in Biomedical Literature
Latrice Landry, Mary M. Lucas, Anietie Andy, Ebelechukwu Nwafor
- Int. J. Digit. Curation 2024
- Readers: Everyone
Reasoning with large language models for medical question answering
Mary M. Lucas, Justin Yang, Jon K. Pomeroy, Christopher C. Yang
- J. Am. Medical Informatics Assoc. 2024
- Readers: Everyone
Classifying Cancer Stage with Open-Source Clinical Large Language Models
Chia-Hsuan Chang, Mary M. Lucas, Grace Lu-Yao, Christopher C. Yang
- ICHI 2024
- Readers: Everyone
An ExplainableFair Framework for Prediction of Substance Use Disorder Treatment Completion
Mary M. Lucas, Xiaoyang Wang, Chia-Hsuan Chang, Christopher C. Yang, Jacqueline E. Braughton, Quyen M. Ngo
- ICHI 2024
- Readers: Everyone
Resampling for Mitigating Bias in Predictive Model for Substance Use Disorder Treatment Completion
Mary M. Lucas, Chia-Hsuan Chang, Christopher C. Yang
- ICHI 2023
- Readers: Everyone

Co-Authors