Artificial Intelligence

Evolving Hybrid Partial Genetic Algorithm Classification Model for Cost-effective Frailty Screening: Investigative Study

John Oates, Niusha Shafiabady, Rachel Ambagtsheer, Justin Beilby, Chris Seiboth, Elsa Dent

JMIR Aging 2022 (Oct 07); 5(4):e38464

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Formative Evaluation of the Acceptance of HIV Prevention Artificial Intelligence Chatbots By Men Who Have Sex With Men in Malaysia: Focus Group Study

Mary L Peng, Jeffrey A Wickersham, Frederick L Altice, Roman Shrestha, Iskandar Azwa, Xin Zhou, Mohd Akbar Ab Halim, Wan Mohd Ikhtiaruddin, Vincent Tee, Adeeba Kamarulzaman, Zhao Ni

JMIR Form Res 2022 (Oct 06); 6(10):e42055

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Artificial Intelligence Applications in Health Care Practice: Scoping Review

Malvika Sharma, Carl Savage, Monika Nair, Ingrid Larsson, Petra Svedberg, Jens M Nygren

J Med Internet Res 2022 (Oct 05); 24(10):e40238

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Multiple-Inputs Convolutional Neural Network for COVID-19 Classification and Critical Region Screening From Chest X-ray Radiographs: Model Development and Performance Evaluation

Zhongqiang Li, Zheng Li, Luke Yao, Qing Chen, Jian Zhang, Xin Li, Ji-Ming Feng, Yanping Li, Jian Xu

JMIR Bioinform Biotech 2022 (Oct 04); 3(1):e36660

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Assessing the Topics and Motivating Factors Behind Human-Social Chatbot Interactions: Thematic Analysis of User Experiences

Vivian P Ta-Johnson, Carolynn Boatfield, Xinyu Wang, Esther DeCero, Isabel C Krupica, Sophie D Rasof, Amelie Motzer, Wiktoria M Pedryc

JMIR Hum Factors 2022 (Oct 03); 9(4):e38876

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Enabling Early Obstructive Sleep Apnea Diagnosis With Machine Learning: Systematic Review

Daniela Ferreira-Santos, Pedro Amorim, Tiago Silva Martins, Matilde Monteiro-Soares, Pedro Pereira Rodrigues

J Med Internet Res 2022 (Sep 30); 24(9):e39452

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Electronic Diagnostic Support in Emergency Physician Triage: Qualitative Study With Thematic Analysis of Interviews

Matthew Sibbald, Bashayer Abdulla, Amy Keuhl, Geoffrey Norman, Sandra Monteiro, Jonathan Sherbino

JMIR Hum Factors 2022 (Sep 30); 9(3):e39234

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Thinking Aloud or Screaming Inside: Exploratory Study of Sentiment Around Work

Marzia Hoque Tania, Md Razon Hossain, Nuzhat Jahanara, Ilya Andreev, David A Clifton

JMIR Form Res 2022 (Sep 30); 6(9):e30113

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Comparison Between QT and Corrected QT Interval Assessment by an Apple Watch With the AccurBeat Platform and by a 12‑Lead Electrocardiogram With Manual Annotation: Prospective Observational Study

Sara Chokshi, Gulzhan Tologonova, Rose Calixte, Vandana Yadav, Naveed Razvi, Jason Lazar, Stan Kachnowski

JMIR Form Res 2022 (Sep 28); 6(9):e41241

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Detection of Depression Severity Using Bengali Social Media Posts on Mental Health: Study Using Natural Language Processing Techniques

Muhammad Khubayeeb Kabir, Maisha Islam, Anika Nahian Binte Kabir, Adiba Haque, Md Khalilur Rhaman

JMIR Form Res 2022 (Sep 28); 6(9):e36118

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The Impact of a Digital Artificial Intelligence System on the Monitoring and Self-management of Nonmotor Symptoms in People With Parkinson Disease: Proposal for a Phase 1 Implementation Study

Edward Meinert, Madison Milne-Ives, K Ray Chaudhuri, Tracey Harding, John Whipps, Susan Whipps, Camille Carroll

JMIR Res Protoc 2022 (Sep 26); 11(9):e40317

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Treatment Discontinuation Prediction in Patients With Diabetes Using a Ranking Model: Machine Learning Model Development

Hisashi Kurasawa, Kayo Waki, Akihiro Chiba, Tomohisa Seki, Katsuyoshi Hayashi, Akinori Fujino, Tsuneyuki Haga, Takashi Noguchi, Kazuhiko Ohe

JMIR Bioinform Biotech 2022 (Sep 23); 3(1):e37951

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Medical Staff and Resident Preferences for Using Deep Learning in Eye Disease Screening: Discrete Choice Experiment

Senlin Lin, Liping Li, Haidong Zou, Yi Xu, Lina Lu

J Med Internet Res 2022 (Sep 20); 24(9):e40249

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Introducing JMIR AI

Khaled El Emam, Bradley Malin

JMIR AI 2022 (Sep 20); 1(1):e42046

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Automatically Identifying Twitter Users for Interventions to Support Dementia Family Caregivers: Annotated Data Set and Benchmark Classification Models

Ari Z Klein, Arjun Magge, Karen O'Connor, Graciela Gonzalez-Hernandez

JMIR Aging 2022 (Sep 16); 5(3):e39547

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Diagnosis of a Single-Nucleotide Variant in Whole-Exome Sequencing Data for Patients With Inherited Diseases: Machine Learning Study Using Artificial Intelligence Variant Prioritization

Yu-Shan Huang, Ching Hsu, Yu-Chang Chune, I-Cheng Liao, Hsin Wang, Yi-Lin Lin, Wuh-Liang Hwu, Ni-Chung Lee, Feipei Lai

JMIR Bioinform Biotech 2022 (Sep 15); 3(1):e37701

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Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course

Skander Tahar Mulder, Amir-Houshang Omidvari, Anja J Rueten-Budde, Pei-Hua Huang, Ki-Hun Kim, Babette Bais, Melek Rousian, Rihan Hai, Can Akgun, Jeanine Roeters van Lennep, Sten Willemsen, Peter R Rijnbeek, David MJ Tax, Marcel Reinders, Eric Boersma, Dimitris Rizopoulos, Valentijn Visch, Régine Steegers-Theunissen

J Med Internet Res 2022 (Sep 14); 24(9):e35675

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Predicting Depression in Patients With Knee Osteoarthritis Using Machine Learning: Model Development and Validation Study

Zuzanna Nowinka, M Abdulhadi Alagha, Khadija Mahmoud, Gareth G Jones

JMIR Form Res 2022 (Sep 13); 6(9):e36130

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Assessing the Generalizability of Deep Learning Models Trained on Standardized and Nonstandardized Images and Their Performance Against Teledermatologists: Retrospective Comparative Study

Ayooluwatomiwa I Oloruntoba, Tine Vestergaard, Toan D Nguyen, Zhen Yu, Maithili Sashindranath, Brigid Betz-Stablein, H Peter Soyer, Zongyuan Ge, Victoria Mar

JMIR Dermatol 2022 (Sep 12); 5(3):e35150

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Real-world Implementation of an eHealth System Based on Artificial Intelligence Designed to Predict and Reduce Emergency Department Visits by Older Adults: Pragmatic Trial

Joël Belmin, Patrick Villani, Mathias Gay, Stéphane Fabries, Charlotte Havreng-Théry, Stéphanie Malvoisin, Fabrice Denis, Jacques-Henri Veyron

J Med Internet Res 2022 (Sep 08); 24(9):e40387

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