Reviews in AI

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Years in this theme: All years 2026 2025 2024 2023

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Articles published in 2026 in this theme: 33 (scroll down to load remaining articles)

2026

Doctor in white coat with stethoscope uses laptop at desk

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AI-Enabled Digital Health Tool Implementation in Clinical Practice Settings: Umbrella Review

Amanda Gilbert, Angeline Gacad, Loni Parrish, Oliver Nguyen, Kea Turner, Willi L Tarver, Pallavi Jonnalagadda, Dennis Tsagli, Bowen Wu, Chenyang Lu, Rachel E Sachs, Oghosa Evbuomwan, Maura K Kepper

JMIR AI 2026 (Nov 04); 5:e101509

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Doctor points to heart scan on tablet showing medical data

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AI Adoption, Adaptation, and Workforce Sustainability in Medical Imaging: Systematic Review and Conceptual Framework

Paula Brough, Javad Pool, Khondker Mohammad Zobair, Natalie Haskell, Luke Houghton, Paul Scuffham, Jennifer Loy, Ashlea Troth, Salim Memon, Rachael Smithson, Maria Khan, Brooke Murphy, Letisha Living, Leanne Du, John Richards, Jennifer Dolkens, Matthew Aitken, Jason Zhang, John Grieve, Sandeep Bhuta

JMIR AI 2026 (Nov 03); 5:e101944

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Doctor in blue scrubs explaining medical advice to an elderly patient during a consultation.

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Trust, Risk, and Uncertainty Surrounding the Use of AI in Health Care: Scoping Review of Studies on Public Perception

Helena Godinho Nascimento, Sultan Abdulkarim, Abel Torres-Espin, Saba Soltani, Geetika Arikati, Samantha B Meyer

JMIR AI 2026 (Oct 30); 5:e100747

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Data analysis workflow: search, process, network, and report

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Automation of Living Clinical Practice Guideline Development: Scoping Review

Abdullah Altammami, Olga Ares-Rufo, Anas Alzahrani, Abdullah Alkhotani, Dinesh Mital, Jose F Florez-Arango

JMIR AI 2026 (Oct 28); 5:e103273

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Doctor typing on laptop, wearing white coat and stethoscope.

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Authors’ Reply: Same Name, Moving Target: Model Version Drift in Syntheses of Large Language Models for Mental Health

Benjamin Johnson, Janni Leung, Gary Chung Kai Chan

JMIR AI 2026 (Oct 15); 5:e112028

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Medical imaging display showing brain, lungs, eye, and cells with glowing network

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Quality Assessment and Model Training Impact of Synthetic Images in Medical Diagnostic Imaging: Systematic Review

Júlia Folguera-Profitós, Marina Ramiro-Pareta, Gerard Carot-Sans, Alba Jiménez-Rueda, Júlia Aznar-Roig, Didier Domínguez-Herrera, Maria Mercedes Nogueras, Esmaeil Nadimi, Ferran Torres, Jordi Piera-Jiménez

JMIR AI 2026 (Oct 15); 5:e81472

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Same Name, Moving Target: Model Version Drift in Syntheses of Large Language Models for Mental Health

Bing Zhang Sr

JMIR AI 2026 (Oct 15); 5:e111307

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Doctor in blue scrubs typing on computer keyboard in modern clinic

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AI Model Reporting Standards in Health Care: Systematic Review and Consolidation

Ekaterina Akhmad, Daniël Slob, Aiara Lobo Gomes, Simone Mingels, Andre Dekker, Johan van Soest

JMIR AI 2026 (Oct 09); 5:e92329

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Doctor analyzing brain MRI scans on a computer monitor in a medical facility.

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Artificial Intelligence, Machine Learning, and Deep Learning Approaches for Attention-Deficit/Hyperactivity Disorder Diagnosis: Protocol for a Scoping Review

Benedict Onochie Ibe, Amir Aly, Shaymaa S Al-Juboori, Emmanuel Ifeachor, Rohit Shankar

JMIR Res Protoc 2026 (Oct 07); 15:e99551

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Surgeon's gloved hand interacts with futuristic medical displays showing brain, heart, and DNA.

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Machine Learning for Human-Autonomy Teaming in Surgical Skill Assessment: Scoping Review

Kamal Barati, Michael S Ramirez Campos, Thomas E Doyle

JMIR AI 2026 (Oct 02); 5:e94109

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Doctor pointing at brain MRI scans on a digital display

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AI-Based Approaches for the Identification and Quantification of Traumatic Brain Injury in Computed Tomography Imaging: Systematic Review

Vu-Thu-Nguyet Pham, Irini Logothetis, Prasanthan Thaveenthiran, Simon Vajda, Rondhir Jithoo, Joseph Mathew, Kon Mouzakis

JMIR AI 2026 (Sep 10); 5:e87794

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Doctor discusses medical scans with patients in a bright clinic.

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Enhancing Patients’ Informed Consent Through AI: Systematic Review

Said Dababneh, Nicole Hébert, Laurence Meloche, Nadine Dababneh, Preslava Aleksieva, Issam Tanoubi

JMIR AI 2026 (Sep 10); 5:e93501

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Doctor typing on laptop, symbolizing healthcare technology and patient care

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Generative Large Language Models in Mental Health Care Settings: Systematic Review and Meta-Analysis

Janni Leung, Benjamin Johnson, Kelsey McRae, Stephanie Fong, Paula Cardona Gonzalez, Caitlin McClure-Thomas, Tianze Sun, Naomi Kern, Yuen Ming Wong, Richard Liu, Gary Chung Kai Chan

JMIR AI 2026 (Aug 31); 5:e87730

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Doctor holding an elderly patient's hands, showing care and compassion.

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Machine Learning in Palliative Care: Scoping Review of Applications

Marya Zaidi, Elham Dolatabadi, Peter Tanuseputro, Waqas Ullah Khan, Emily Seto

JMIR AI 2026 (Aug 21); 5:e68317

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Therapist listening to a man in a session, discussing mental health and well-being.

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Large Language Models for Mental Health Prediction: Scoping Review of Bias and Clinical Utility Documentation in 2019-2024

Clémentine Bleuze, Karën Fort, Vincent P Martin, Aurélie Névéol

JMIR AI 2026 (Aug 13); 5:e88082

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Cybersecurity analyst at work, coding on dual monitors displaying code and world map data.

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AI in Disaster Medicine: Scoping Review of Methods, Validation, and System Integration

Ruben Peralta, Ali Msheik, Zeinab Al Mokdad, Yavuz Yigit, Hassan Al-Thani, Ghaya Al Rumaihi, Ghanem Al-Sulaiti, Peter Cameron

JMIR AI 2026 (Aug 04); 5:e90848

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Woman uses laptop with AI hereditary cancer risk assessment chat

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Metrics Used for the Evaluation of Chatbots Providing Cancer Genetic Risk Assessment and Education: Systematic Review

Jennifer L Scalia, Jason R Thrift, Jessica L Laprise, Christopher L Farrell, Sara M Sarasua

JMIR AI 2026 (Jul 15); 5:e76400

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Gloved hands pouring blue and white capsules from a white bottle into an open palm.

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Application of Language Models for the Analysis of Adverse Drug Events in Pharmaceutical Research and Development: Scoping Review

Oren Schreier, Anthony Yazdani, Ryme Kabak, Ioannis Galdadas, Francesco Luigi Gervasio, Gang Mu, Douglas Teodoro

JMIR AI 2026 (Jun 16); 5:e77732

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Man smiling while video calling on a tablet at home

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The Role of Multimodal Generative AI in Older Adults’ Health Management: Systematic Scoping Review

Ting Liu, Yiming Taclis Luo, Patrick Cheong-Iao Pang, Haopeng Zhang, Ao Xiang, Qin Yang

JMIR AI 2026 (May 29); 5:e84695

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Elderly female doctor in white coat using laptop in clinic

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Natural Language Processing of Clinical Notes for Cancer Research and Patient Care Prior to Widespread Adoption of Generative AI: Scoping Review

Alfred B Kayira, Hadeel R A Elyazori, Kevin Lybarger, Fiona M Walter, Claude Chelala, Garth Funston

JMIR AI 2026 (May 14); 5:e73481

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