Christine Lee

74810 Infant Sun Safety on TikTok: Accuracy and Misinformation Relative to American Academy of Dermatology Guidelines

Christine Lee, Guang Orestes, Andrea Rustad, Bertille Mavegam Tango

A Novel Electronic Medical Record Search Method to Identify Patients With Ketosis-Prone Diabetes: Implications for Discovery of Atypical Diabetes

Maaz Ahmed, Elizabeth Kubota-Mishra, Alejandro F. Siller, Ansley Davis et autres

We developed Python-based Expeditious Program for Parsing Electronic Records (PEPPER) as a novel electronic medical record (EMR) search tool. We tested its utility and efficiency to automate the first step of identifying patients with A-β+ ketosis-prone diabetes (KPD). Electronic charts of 1,660 …

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Lifestyle and Metformin Interventions and Risk of Multimorbidity in Adults With Prediabetes

Marcel E. Salive, Ashley H. Tjaden, J Ames, Jill P. Crandall et autres

Importance: Studying how to prevent or delay not just 1 disease but multiple chronic conditions is of great importance for public health; however, few interventions have demonstrated success during long-term follow-up. Objective: To examine the association of lifestyle or metformin compared with …

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Viral but Not Verified: Analyzing Accuracy and Engagement in TikTok Discussions of IUDs

Emily Ahner, Iren Gharibyan, Ann Beck, Samrawit Misiker et autres

Background: TikTok has emerged as a major source of health information, including content related to intrauterine devices (IUDs). However, the accuracy, quality, and engagement patterns of IUD-related content on this platform remain insufficiently characterized. This study evaluated the informational quality, thematic focus, …

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Bar-Built Estuary Breach Detection with Remote Sensing: an Automated Tool to Inform Management Practices

Sarah Payne, Karina Álvarez, Molly Bruce, Rachel Darling et autres

Abstract Bar-built estuaries (BBEs) are dynamic habitats that are subject to a number of natural factors (precipitation, tidal influence, sediment transport, etc.) and anthropogenic factors (run-off, managed breaches, etc.) that influence their environmental state. While informed management requires an understanding of these …

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Stable Khovanov homology and volume

Christine Lee

We show the n n colored Jones polynomials of a highly twisted link approach the Kauffman bracket of an n n colored skein element. This is in the sense that the corresponding categorifications of the colored Jones polynomials approach the categorification of …

Large Language Models Versus Expert Clinicians in Crisis Prediction Among Telemental Health Patients: Comparative Study

Christine Lee, Matthew Mohebbi, Erin O’Callaghan, Mirène Winsberg

BACKGROUND: Due to recent advances in artificial intelligence, large language models (LLMs) have emerged as a powerful tool for a variety of language-related tasks, including sentiment analysis, and summarization of provider-patient interactions. However, there is limited research on these models in the …

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Large Language Models Versus Expert Clinicians in Crisis Prediction Among Telemental Health Patients: Comparative Study (Preprint)

Christine Lee, Matthew Mohebbi, Erin O’Callaghan, Mirène Winsberg

BACKGROUND Due to recent advances in artificial intelligence, large language models (LLMs) have emerged as a powerful tool for a variety of language-related tasks, including sentiment analysis, and summarization of provider-patient interactions. However, there is limited research on these models in the …

Detection of Fake Documents by Tree-Based Machine Learning Algorithms

Yong Yik Loong, Christine Lee

KtAML is an Open Access Journal. Online readers don't have to pay any fee. Almost all the disciplines are integrated and benefited with Machine Learning principles and techniques and invite a platform to exchange the results on theory and practice. There is …

Symptom clustering of major depression in a national telehealth sample

Heather G. Belanger, Christine Lee, Mirène Winsberg

BACKGROUND: Major depressive disorder (MDD) is a heterogeneous disorder whose possible symptom combinations have not been well delineated. The aim of this study was to explore the heterogeneity of symptoms experienced by those with MDD to characterize phenotypic presentations. METHODS: Cross-sectional data …

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Evaluating the Student Experience at UK-China Joint Institutes

Christine Lee, Duncan Bremner, Caoimhe Clerkin, Michael I. Daw et autres

Joint Institutions are created from two different universities joining together to create a collaborative research and education effort. Compared to traditional universities, several unique challenges present themselves from this arrangement. We are especially interested in the student experience at UK-China Joint Institutes. …

Implementation and feasibility of an innovative telehealth solution for the treatment of suicidality

Erin O’Callaghan, Conor O’Neill, Christine Lee, Daniel H. Lowenstein et autres