Applications of AI

EyeMatics: An Ophthalmology Use Case Within the German Medical Informatics Initiative

Julian Varghese, Alexander Schuster, Broder Poschkamp, Kemal Yildirim, Johannes Oehm, Philipp Berens, Sarah Müller, Julius Gervelmeyer, Lisa Koch, Katja Hoffmann, Martin Sedlmayr, Vinodh Kakkassery, Oliver Kohlbacher, David Merle, Karl Ulrich Bartz-Schmidt, Marius Ueffing, Dana Stahl, Torsten Leddig, Martin Bialke, Christopher Hampf, Wolfgang Hoffmann, Sebastian Berthe, Dagmar Waltemath, Peter Walter, Myriam Lipprandt, Rainer Röhrig, Jens Julian Storp, Julian Alexander Zimmermann, Lea Holtrup, Tobias Brix, Andreas Stahl, Nicole Eter

JMIR Med Inform 2024 (Dec 05); 12:e60851

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Insights From Art Therapists on Using AI-Generated Art in Art Therapy: Mixed Methods Study

Fereshtehossadat Shojaei, Fatemehalsadat Shojaei, John Osorio Torres, Patrick C Shih

JMIR Form Res 2024 (Dec 04); 8:e63038

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Performance of GPT-3.5 and GPT-4 on the Korean Pharmacist Licensing Examination: Comparison Study

Hye Kyung Jin, EunYoung Kim

JMIR Med Educ 2024 (Dec 04); 10:e57451

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Moving Toward Meaningful Evaluations of Monitoring in e-Mental Health Based on the Case of a Web-Based Grief Service for Older Mourners: Mixed Methods Study

Lena Brandl, Stephanie Jansen-Kosterink, Jeannette Brodbeck, Sofia Jacinto, Bettina Mooser, Dirk Heylen

JMIR Form Res 2024 (Nov 28); 8:e63262

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Public Perception on Artificial Intelligence–Driven Mental Health Interventions: Survey Research

Mahima Anna Varghese, Poonam Sharma, Maitreyee Patwardhan

JMIR Form Res 2024 (Nov 28); 8:e64380

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Artificial Intelligence Applications to Measure Food and Nutrient Intakes: Scoping Review

Jiakun Zheng, Junjie Wang, Jing Shen, Ruopeng An

J Med Internet Res 2024 (Nov 28); 26:e54557

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Eco-Evolutionary Drivers of Vibrio parahaemolyticus Sequence Type 3 Expansion: Retrospective Machine Learning Approach

Amy Marie Campbell, Chris Hauton, Ronny van Aerle, Jaime Martinez-Urtaza

JMIR Bioinform Biotech 2024 (Nov 28); 5:e62747

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Development and Validation of a Prediction Model Using Sella Magnetic Resonance Imaging–Based Radiomics and Clinical Parameters for the Diagnosis of Growth Hormone Deficiency and Idiopathic Short Stature: Cross-Sectional, Multicenter Study

Kyungchul Song, Taehoon Ko, Hyun Wook Chae, Jun Suk Oh, Ho-Seong Kim, Hyun Joo Shin, Jeong-Ho Kim, Ji-Hoon Na, Chae Jung Park, Beomseok Sohn

J Med Internet Res 2024 (Nov 27); 26:e54641

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Facilitating Trust Calibration in Artificial Intelligence–Driven Diagnostic Decision Support Systems for Determining Physicians’ Diagnostic Accuracy: Quasi-Experimental Study

Tetsu Sakamoto, Yukinori Harada, Taro Shimizu

JMIR Form Res 2024 (Nov 27); 8:e58666

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Ensuring Appropriate Representation in Artificial Intelligence–Generated Medical Imagery: Protocol for a Methodological Approach to Address Skin Tone Bias

Andrew O'Malley, Miriam Veenhuizen, Ayla Ahmed

JMIR AI 2024 (Nov 27); 3:e58275

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Antihypertensive Drug Recommendations for Reducing Arterial Stiffness in Patients With Hypertension: Machine Learning–Based Multicohort (RIGIPREV) Study

Iván Cavero-Redondo, Arturo Martinez-Rodrigo, Alicia Saz-Lara, Nerea Moreno-Herraiz, Veronica Casado-Vicente, Leticia Gomez-Sanchez, Luis Garcia-Ortiz, Manuel A Gomez-Marcos, RIGIPREV Investigators Group

J Med Internet Res 2024 (Nov 25); 26:e54357

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Exploring the Use of a Length AI Algorithm to Estimate Children’s Length from Smartphone Images in a Real-World Setting: Algorithm Development and Usability Study

Mei Chien Chua, Matthew Hadimaja, Jill Wong, Sankha Subhra Mukherjee, Agathe Foussat, Daniel Chan, Umesh Nandal, Fabian Yap

JMIR Pediatr Parent 2024 (Nov 22); 7:e59564

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Chinese Clinical Named Entity Recognition With Segmentation Synonym Sentence Synthesis Mechanism: Algorithm Development and Validation

Jian Tang, Zikun Huang, Hongzhen Xu, Hao Zhang, Hailing Huang, Minqiong Tang, Pengsheng Luo, Dong Qin

JMIR Med Inform 2024 (Nov 21); 12:e60334

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Medication Prescription Policy for US Veterans With Metastatic Castration-Resistant Prostate Cancer: Causal Machine Learning Approach

Deepika Gopukumar, Nirup Menon, Martin W Schoen

JMIR Med Inform 2024 (Nov 19); 12:e59480

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Task-Specific Transformer-Based Language Models in Health Care: Scoping Review

Ha Na Cho, Tae Joon Jun, Young-Hak Kim, Heejun Kang, Imjin Ahn, Hansle Gwon, Yunha Kim, Jiahn Seo, Heejung Choi, Minkyoung Kim, Jiye Han, Gaeun Kee, Seohyun Park, Soyoung Ko

JMIR Med Inform 2024 (Nov 18); 12:e49724

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Benefits and Risks of AI in Health Care: Narrative Review

Margaret Chustecki

Interact J Med Res 2024 (Nov 18); 13:e53616

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Exploring the Potential of Claude 3 Opus in Renal Pathological Diagnosis: Performance Evaluation

Xingyuan Li, Ke Liu, Yanlin Lang, Zhonglin Chai, Fang Liu

JMIR Med Inform 2024 (Nov 15); 12:e65033

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EDAI Framework for Integrating Equity, Diversity, and Inclusion Throughout the Lifecycle of AI to Improve Health and Oral Health Care: Qualitative Study

Samira Abbasgholizadeh Rahimi, Richa Shrivastava, Anita Brown-Johnson, Pascale Caidor, Claire Davies, Amal Idrissi Janati, Pascaline Kengne Talla, Sreenath Madathil, Bettina M Willie, Elham Emami

J Med Internet Res 2024 (Nov 15); 26:e63356

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Impact of Image Content on Medical Crowdfunding Success: A Machine Learning Approach

Renwu Wang, Huimin Xu, Xupin Zhang

J Med Internet Res 2024 (Nov 15); 26:e58617

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Advancements in Using AI for Dietary Assessment Based on Food Images: Scoping Review

Phawinpon Chotwanvirat, Aree Prachansuwan, Pimnapanut Sridonpai, Wantanee Kriengsinyos

J Med Internet Res 2024 (Nov 15); 26:e51432

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