AIMC Topic: Text Messaging

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Usability and Usefulness of SMS-Based Artificial Intelligence Intervention (Mwana) on Breastfeeding Outcomes in Lagos, Nigeria: Pilot App Development Study.

JMIR formative research Jul 16, 2025
BACKGROUND: Nigeria has one of the highest child mortality rates globally, with 111 deaths per 1000 live births. Exclusive breastfeeding (EBF) improves infant survival by providing essential nutrients and antibodies that protect against infections an...
Female Adult Infant Humans Artificial Intelligence Breast Feeding Telemedicine Pilot Projects Mothers Nigeria Text Messaging Mobile Applications
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Theory-based chatbot for promoting colorectal cancer screening in a community setting in Hong Kong: study protocol of a randomised controlled trial.

BMJ open Jul 10, 2025
BACKGROUND: Colorectal cancer (CRC) is the third most common cancer and the second leading cause of cancer mortality worldwide. Despite the organised CRC screening programme, the uptake rate of the population-based CRC screening was still low. Thus, ...
Text Messaging Female Colorectal Neoplasms Generative Artificial Intelligence Humans Early Detection of Cancer Health Promotion Randomized Controlled Trials as Topic Male Mass Screening Hong Kong
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Testing a Machine Learning-Based Adaptive Motivational System for Socioeconomically Disadvantaged Smokers (Adapt2Quit): Protocol for a Randomized Controlled Trial.

JMIR research protocols Apr 16, 2025
BACKGROUND: Individuals who are socioeconomically disadvantaged have high smoking rates and face barriers to participating in smoking cessation interventions. Computer-tailored health communication, which is focused on finding the most relevant messa...
Female Adult Male Humans Machine Learning Poverty Motivation Smokers Middle Aged Vulnerable Populations Randomized Controlled Trials as Topic Smoking Cessation Text Messaging
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An Explainable Artificial Intelligence Text Classifier for Suicidality Prediction in Youth Crisis Text Line Users: Development and Validation Study.

JMIR public health and surveillance Jan 29, 2025
BACKGROUND: Suicide represents a critical public health concern, and machine learning (ML) models offer the potential for identifying at-risk individuals. Recent studies using benchmark datasets and real-world social media data have demonstrated the ...
Text Messaging Male Risk Assessment Adolescent Suicidal Ideation Female Suicide Young Adult Germany Adult Humans Artificial Intelligence
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The Most Effective Interventions for Classification Model Development to Predict Chat Outcomes Based on the Conversation Content in Online Suicide Prevention Chats: Machine Learning Approach.

JMIR mental health Sep 26, 2024
BACKGROUND: For the provision of optimal care in a suicide prevention helpline, it is important to know what contributes to positive or negative effects on help seekers. Helplines can often be contacted through text-based chat services, which produce...
Hotlines Netherlands Humans Female Middle Aged Machine Learning Text Messaging Adult Suicide Prevention Male
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Novel Machine Learning HIV Intervention for Sexual and Gender Minority Young People Who Have Sex With Men (uTECH): Protocol for a Randomized Comparison Trial.

JMIR research protocols Aug 20, 2024
BACKGROUND: Sexual and gender minority (SGM) young people are disproportionately affected by HIV in the United States, and substance use is a major driver of new infections. People who use web-based venues to meet sex partners are more likely to repo...
Young Adult Adult Male Adolescent HIV Infections United States Humans Machine Learning Female Text Messaging Sexual and Gender Minorities Randomized Controlled Trials as Topic Homosexuality, Male
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Assessing Artificial Intelligence-Generated Responses to Urology Patient In-Basket Messages.

Urology practice Jun 24, 2024
INTRODUCTION: Electronic patient messaging utilization has increased in recent years and has been associated with physician burnout. ChatGPT is a language model that has shown the ability to generate near-human level text responses. This study evalua...
Physician-Patient Relations Urology Text Messaging Humans Artificial Intelligence
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Large-Scale Textual Datasets and Deep Learning for the Prediction of Depressed Symptoms.

Computational intelligence and neuroscience Apr 12, 2022
Millions of people worldwide suffer from depression. Assessing, treating, and preventing recurrence requires early detection of depressive symptoms as depression-related datasets expand and machine learning improves, intelligent approaches to detect ...
Humans Neural Networks, Computer Text Messaging Machine Learning Deep Learning Adolescent
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A new ML-based approach to enhance student engagement in online environment.

PloS one Nov 10, 2021
The educational research is increasingly emphasizing the potential of student engagement and its impact on performance, retention and persistence. This construct has emerged as an important paradigm in the higher education field for many decades. How...
Problem-Based Learning Feedback, Psychological Problem Solving Universities Text Messaging Humans Support Vector Machine Neural Networks, Computer Motivation Students Education, Distance Videoconferencing Electronic Mail
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Generative Adversarial Networks for Creating Synthetic Free-Text Medical Data: A Proposal for Collaborative Research and Re-use of Machine Learning Models.

AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science May 17, 2021
Restrictions in sharing Patient Health Identifiers (PHI) limit cross-organizational re-use of free-text medical data. We leverage Generative Adversarial Networks (GAN) to produce synthetic unstructured free-text medical data with low re-identificatio...
Text Messaging Humans Machine Learning
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