AIMC Topic: Text Messaging

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Extracting health-related causality from twitter messages using natural language processing.

BMC medical informatics and decision making Apr 4, 2019
BACKGROUND: Twitter messages (tweets) contain various types of topics in our daily life, which include health-related topics. Analysis of health-related tweets would help us understand health conditions and concerns encountered in our daily lives. In...
Stress, Psychological Causality Social Media Natural Language Processing Humans Sleep Initiation and Maintenance Disorders Text Messaging Headache Datasets as Topic Information Storage and Retrieval
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A hierarchical machine learning classification approach for secondary task identification from observed driving behavior data.

Accident; analysis and prevention Dec 13, 2018
According to NHTSA, more than 3477 people (including 551 non-occupants) were killed and 391,000 were injured due to distraction-related crashes in 2015. The distracted driving epidemic has long been under research to identify its impact on driving be...
Male Deep Learning Accidents, Traffic Text Messaging Humans Female Adult Cell Phone Behavior Observation Techniques Distracted Driving
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Can the artificial intelligence technique of reinforcement learning use continuously-monitored digital data to optimize treatment for weight loss?

Journal of behavioral medicine Aug 25, 2018
Behavioral weight loss (WL) trials show that, on average, participants regain lost weight unless provided long-term, intensive-and thus costly-intervention. Optimization solutions have shown mixed success. The artificial intelligence principle of "re...
Weight Reduction Programs Male Middle Aged Weight Loss Longitudinal Studies Obesity Text Messaging Reinforcement, Psychology Behavior Therapy Artificial Intelligence Female Aged Adult Humans
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Augmenting Qualitative Text Analysis with Natural Language Processing: Methodological Study.

Journal of medical Internet research Jun 29, 2018
BACKGROUND: Qualitative research methods are increasingly being used across disciplines because of their ability to help investigators understand the perspectives of participants in their own words. However, qualitative analysis is a laborious and re...
Natural Language Processing Text Messaging Humans
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Communication with Orthopedic Trauma Patients via an Automated Mobile Phone Messaging Robot.

Telemedicine journal and e-health : the official journal of the American Telemedicine Association Dec 20, 2017
BACKGROUND: Communication with orthopedic trauma patients is traditionally problematic with low response rates (RRs). The purpose of this investigation was to (1) evaluate the feasibility of communicating with orthopedic trauma patients postoperative...
Humans Prospective Studies Analgesics, Opioid Robotics Pain Management Female Orthopedics Adult Pain Measurement Wounds and Injuries Trauma Centers Male Pain, Postoperative Text Messaging Musculoskeletal System United States Feasibility Studies
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A New Approach to Predict user Mobility Using Semantic Analysis and Machine Learning.

Journal of medical systems Oct 19, 2017
Mobility prediction is a technique in which the future location of a user is identified in a given network. Mobility prediction provides solutions to many day-to-day life problems. It helps in seamless handovers in wireless networks to provide better...
Geographic Information Systems Spatio-Temporal Analysis Bayes Theorem Markov Chains Text Messaging Computer Communication Networks Humans Machine Learning
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Novel Use of Natural Language Processing (NLP) to Predict Suicidal Ideation and Psychiatric Symptoms in a Text-Based Mental Health Intervention in Madrid.

Computational and mathematical methods in medicine Sep 26, 2016
Natural language processing (NLP) and machine learning were used to predict suicidal ideation and heightened psychiatric symptoms among adults recently discharged from psychiatric inpatient or emergency room settings in Madrid, Spain. Participants re...
Reminder Systems Hospitals, Psychiatric Spain Male Self-Injurious Behavior Humans Middle Aged Text Messaging Predictive Value of Tests Machine Learning Suicide, Attempted Surveys and Questionnaires Young Adult Natural Language Processing Psychometrics Adult Mental Disorders Algorithms Diagnosis, Computer-Assisted Follow-Up Studies Patient Discharge Sensitivity and Specificity Female Mental Health Services Telemedicine Reproducibility of Results Hospitalization
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BERT and BERTopic for screening clinical depression on open-ended text messages collected through a mobile application from older adults.

BMC public health Jun 10, 2025
BACKGROUND: Despite the high suicide rate in South Korea, older adults are reluctant to see a psychiatrist. Recently, text mining has gained popularity to detect depression in social media posts, but older adults rarely use social media. However, mor...
Humans Republic of Korea Female Aged Mobile Applications Mass Screening Male Natural Language Processing Middle Aged Text Messaging Depression Stress, Psychological
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Application of AI Chatbot in Responding to Asynchronous Text-Based Messages From Patients With Cancer: Comparative Study.

Journal of medical Internet research May 21, 2025
BACKGROUND: Telemedicine, which incorporates artificial intelligence such as chatbots, offers significant potential for enhancing health care delivery. However, the efficacy of artificial intelligence chatbots compared to human physicians in clinical...
Physician-Patient Relations Patient Education as Topic Telemedicine Text Messaging Middle Aged Humans Female Neoplasms Artificial Intelligence Aged China Adult Generative Artificial Intelligence Male
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Building and Beta-Testing Be Well Buddy Chatbot, a Secure, Credible and Trustworthy AI Chatbot That Will Not Misinform, Hallucinate or Stigmatize Substance Use Disorder: Development and Usability Study.

JMIR human factors May 7, 2025
BACKGROUND: Artificially intelligent (AI) chatbots that deploy natural language processing and machine learning are becoming more common in health care to facilitate patient education and outreach; however, generative chatbots such as ChatGPT face ch...
Text Messaging Generative Artificial Intelligence Humans Substance-Related Disorders Artificial Intelligence Computer Security Machine Learning Texas
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