Cole-Lewis, Heather

Large language models encode clinical knowledge

Singhal, K., Azizi, S., Tu, T., Mahdavi, S. S., Wei, J., Chung, H. W., Scales, N., Tanwani, A., Cole-Lewis, H., Pfohl, S., et al. (2023) · Nature

Artificial Intelligence in Healthcare and EducationTopic Modeling

Cited by 4,083

Large Language Models Encode Clinical Knowledge

Singhal, K., Azizi, S., Tu, T., Mahdavi, S. S., Wei, J., Chung, H. W., Scales, N., Tanwani, A., Cole-Lewis, H., Pfohl, S., et al. (2022) · arXiv

Artificial Intelligence in Healthcare and EducationTopic Modeling

Cited by 4,083

Toward expert-level medical question answering with large language models

Singhal, K., Tu, T., Gottweis, J., Sayres, R., Wulczyn, E., Amin, M., Hou, L., Clark, K., Pfohl, S. R., Cole-Lewis, H., et al. (2025) · Nature Medicine

Artificial Intelligence in Healthcare and EducationTopic Modeling

Cited by 1,734

Text messaging as a tool for behavior change in disease prevention and management

Cole-Lewis, H., & Kershaw, T. (2010) · Epidemiologic Reviews

Mobile Health and mHealth ApplicationsMobile Learning in Education

Cited by 1,190

Mobile Text Messaging for Health: A Systematic Review of Reviews

Hall, A. K., Cole-Lewis, H., & Bernhardt, J. M. (2015) · Annual Review of Public Health

Mobile Health and mHealth ApplicationsMobile Learning in Education

Cited by 815

Towards Expert-Level Medical Question Answering with Large Language Models

Singhal, K., Tu, T., Gottweis, J., Sayres, R., Wulczyn, E., Hou, L., Clark, K., Pfohl, S., Cole-Lewis, H., Neal, D., et al. (2023) · arXiv

Artificial Intelligence in Healthcare and EducationTopic Modeling

Cited by 338

Understanding Health Behavior Technology Engagement: Pathway to Measuring Digital Behavior Change Interventions

Cole-Lewis, H., Ezeanochie, N., & Turgiss, J. (2019) · JMIR Formative Research

Mobile Health and mHealth ApplicationsDigital Mental Health Interventions

Cited by 155

Systematic review and meta-analysis of internet interventions for smoking cessation among adults

Graham, A., Carpenter, K., Cha, S., Cole, S., Jacobs, M., Raskob, M., & Cole-Lewis, H. (2016) · Substance Abuse and Rehabilitation

Smoking Behavior and CessationSubstance Abuse Treatment and Outcomes

Cited by 114

A toolbox for surfacing health equity harms and biases in large language models

Pfohl, S. R., Cole-Lewis, H., Sayres, R., Neal, D., Asiedu, M., Dieng, A., Tomasev, N., Rashid, Q. M., Azizi, S., Rostamzadeh, N., et al. (2024) · Nature Medicine

Ethics and Social Impacts of AIArtificial Intelligence in Healthcare and Education

Cited by 113

Publisher Correction: Large language models encode clinical knowledge

Singhal, K., Azizi, S., Tu, T., Mahdavi, S. S., Wei, J., Chung, H. W., Scales, N., Tanwani, A., Cole-Lewis, H., Pfohl, S., et al. (2023) · Nature

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 101

Information Architecture of Web-Based Interventions to Improve Health Outcomes: Systematic Review

Pugatch, J., Grenen, E., Surla, S., Schwarz, M., & Cole-Lewis, H. (2018) · Journal of Medical Internet Research

Health Literacy and Information AccessibilityInformation Architecture and Usability

Cited by 34

Capitalizing on the Characteristics of mHealth to Evaluate Its Impact

Mechael, P., Nemser, B., Cosmaciuc, R., Cole-Lewis, H., Ohemeng-Dapaah, S., Dusabe, S., Kaonga, N. N., Namakula, P., Shemsanga, M., Burbach, R., et al. (2012) · Journal of Health Communication

Mobile Health and mHealth ApplicationsICT in Developing Communities

Cited by 26

Effectiveness of SMS Technology on Timely Community Health Worker Follow-Up for Childhood Malnutrition: A Retrospective Cohort Study in sub-Saharan Africa

Sarma, S., Nemser, B., Cole-Lewis, H., Kaonga, N., Negin, J., Namakula, P., Ohemeng-Dapaah, S., & Kanter, A. S. (2018) · Global Health: Science and Practice

Mobile Health and mHealth ApplicationsICT in Developing Communities

Cited by 9