User profiles for Heather Cole-Lewis

Heather Cole-Lewis

Google; New York University
Verified email at columbia.edu
Cited by 5134

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

H Cole-Lewis, T Kershaw - Epidemiologic reviews, 2010 - academic.oup.com
Mobile phone text messaging is a potentially powerful tool for behavior change because it is
widely available, inexpensive, and instant. This systematic review provides an overview of …

[HTML][HTML] Understanding health behavior technology engagement: pathway to measuring digital behavior change interventions

H Cole-Lewis, N Ezeanochie, J Turgiss - JMIR formative …, 2019 - formative.jmir.org
Researchers and practitioners of digital behavior change interventions (DBCI) use varying
and, often, incongruent definitions of the term “engagement,” thus leading to a lack of …

Mobile text messaging for health: a systematic review of reviews

AK Hall, H Cole-Lewis… - Annual review of public …, 2015 - annualreviews.org
The aim of this systematic review of reviews is to identify mobile text-messaging interventions
designed for health improvement and behavior change and to derive recommendations for …

[HTML][HTML] Assessing electronic cigarette-related tweets for sentiment and content using supervised machine learning

H Cole-Lewis, A Varghese, A Sanders… - Journal of medical …, 2015 - jmir.org
Background Electronic cigarettes (e-cigarettes) continue to be a growing topic among social
media users, especially on Twitter. The ability to analyze conversations about e-cigarettes in …

[HTML][HTML] Large language models encode clinical knowledge

…, HW Chung, N Scales, A Tanwani, H Cole-Lewis… - Nature, 2023 - nature.com
Large language models (LLMs) have demonstrated impressive capabilities, but the bar for
clinical applications is high. Attempts to assess the clinical knowledge of models typically rely …

Behavior change interventions: the potential of ontologies for advancing science and practice

…, D Spruijt-Metz, D Ahern, H Cole-Lewis… - Journal of behavioral …, 2017 - Springer
A central goal of behavioral medicine is the creation of evidence-based interventions for
promoting behavior change. Scientific knowledge about behavior change could be more …

Like father, like son: The intergenerational cycle of adolescent fatherhood

…, KB Biello, H Cole-Lewis… - American journal of …, 2010 - ajph.aphapublications.org
Objectives. Strong evidence exists to support an intergenerational cycle of adolescent
fatherhood, yet such a cycle has not been studied. We examined whether paternal adolescent …

Large language models encode clinical knowledge

…, N Scales, A Tanwani, H Cole-Lewis… - arXiv preprint arXiv …, 2022 - arxiv.org
Large language models (LLMs) have demonstrated impressive capabilities in natural language
understanding and generation, but the quality bar for medical and clinical applications is …

A brief questionnaire for assessing patient healthcare experiences in low-income settings

…, E Jackson, H Cole-Lewis… - … Journal for Quality in …, 2011 - academic.oup.com
Objective The aim of this study was to develop and to assess the validity and reliability of two
brief questionnaires for assessing patient experiences with hospital and outpatient care in …

Towards expert-level medical question answering with large language models

…, L Hou, K Clark, S Pfohl, H Cole-Lewis… - arXiv preprint arXiv …, 2023 - arxiv.org
Recent artificial intelligence (AI) systems have reached milestones in "grand challenges"
ranging from Go to protein-folding. The capability to retrieve medical knowledge, reason over it, …