Medical imaging

Using Deep Learning to Perform Automatic Quantitative Measurement of Masseter and Tongue Muscles in Persons With Dementia: Cross-Sectional Study

Mahdi Imani, Miguel G Borda, Sara Vogrin, Erik Meijering, Dag Aarsland, Gustavo Duque

JMIR Aging 2025 (Mar 19); 8:e63686

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Assessing Public Interest in Mammography, Computed Tomography Lung Cancer Screening, and Computed Tomography Colonography Screening Examinations Using Internet Search Data: Cross-Sectional Study

Zachary D Zippi, Isabel O Cortopassi, Rolf A Grage, Elizabeth M Johnson, Matthew R McCann, Patricia J Mergo, Sushil K Sonavane, Justin T Stowell, Brent P Little

JMIR Cancer 2025 (Mar 11); 11:e53328

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Impact of a Point-of-Care Ultrasound Training Program on the Management of Patients With Acute Respiratory or Circulatory Failure by In-Training Emergency Department Residents (IMPULSE): Before-and-After Implementation Study

Sandra Bieler, Stephan von Düring, Damien Tagan, Olivier Grosgurin, Thierry Fumeaux

JMIRx Med 2025 (Mar 03); 6:e53276

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Effectiveness of AI for Enhancing Computed Tomography Image Quality and Radiation Protection in Radiology: Systematic Review and Meta-Analysis

Subo Zhang, Zhitao Zhu, Zhenfei Yu, Haifeng Sun, Yi Sun, Hai Huang, Lei Xu, Jinxin Wan

J Med Internet Res 2025 (Feb 27); 27:e66622

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Improving Pediatric Patients’ Magnetic Resonance Imaging Experience With an In-Bore Solution: Design and Usability Study

Annerieke Heuvelink, Privender Saini, Özgür Taşar, Sanne Nauts

JMIR Serious Games 2025 (Feb 13); 13:e55720

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Detection of Alzheimer Disease in Neuroimages Using Vision Transformers: Systematic Review and Meta-Analysis

Vivens Mubonanyikuzo, Hongjie Yan, Temitope Emmanuel Komolafe, Liang Zhou, Tao Wu, Nizhuan Wang

J Med Internet Res 2025 (Feb 05); 27:e62647

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Transformers for Neuroimage Segmentation: Scoping Review

Maya Iratni, Amira Abdullah, Mariam Aldhaheri, Omar Elharrouss, Alaa Abd-alrazaq, Zahiriddin Rustamov, Nazar Zaki, Rafat Damseh

J Med Internet Res 2025 (Jan 29); 27:e57723

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Enhancing Diagnostic Accuracy of Lung Nodules in Chest Computed Tomography Using Artificial Intelligence: Retrospective Analysis

Weiqi Liu, You Wu, Zhuozhao Zheng, Mark Bittle, Wei Yu, Hadi Kharrazi

J Med Internet Res 2025 (Jan 27); 27:e64649

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Large Language Model Approach for Zero-Shot Information Extraction and Clustering of Japanese Radiology Reports: Algorithm Development and Validation

Yosuke Yamagishi, Yuta Nakamura, Shouhei Hanaoka, Osamu Abe

JMIR Cancer 2025 (Jan 23); 11:e57275

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Performance of an Electronic Health Record–Based Automated Pulmonary Embolism Severity Index Score Calculator: Cohort Study in the Emergency Department

Elizabeth Joyce, James McMullen, Xiaowen Kong, Connor O'Hare, Valerie Gavrila, Anthony Cuttitta, Geoffrey D Barnes, Colin F Greineder

JMIR Med Inform 2025 (Jan 20); 13:e58800

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A Mixed Reality–Based Telesupervised Ultrasound Education Platform on 5G Network Compared to Direct Supervision: Prospective Randomized Pilot Trial

Minha Kim, Meong Hi Son, Suhyeon Moon, Won Chul Cha, Ik Joon Jo, Hee Yoon

JMIR Serious Games 2025 (Jan 16); 13:e63448

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Multiparametric MRI Assessment of Morpho-Functional Muscle Changes Following a 6-Month FES-Cycling Training Program: Pilot Study in People With a Complete Spinal Cord Injury

Alfonso Mastropietro, Denis Peruzzo, Maria Giovanna Taccogna, Nicole Sanna, Nicola Casali, Roberta Nossa, Emilia Biffi, Emilia Ambrosini, Alessandra Pedrocchi, Giovanna Rizzo

JMIR Rehabil Assist Technol 2025 (Jan 16); 12:e64825

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Evaluating ChatGPT’s Efficacy in Pediatric Pneumonia Detection From Chest X-Rays: Comparative Analysis of Specialized AI Models

Nitin Chetla, Mihir Tandon, Joseph Chang, Kunal Sukhija, Romil Patel, Ramon Sanchez

JMIR AI 2025 (Jan 10); 4:e67621

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Noninvasive Oral Hyperspectral Imaging–Driven Digital Diagnosis of Heart Failure With Preserved Ejection Fraction: Model Development and Validation Study

Xiaomeng Yang, Zeyan Li, Lei Lei, Xiaoyu Shi, Dingming Zhang, Fei Zhou, Wenjing Li, Tianyou Xu, Xinyu Liu, Songyun Wang, Quan Yuan, Jian Yang, Xinyu Wang, Yanfei Zhong, Lilei Yu

J Med Internet Res 2025 (Jan 07); 27:e67256

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Consensus Between Radiologists, Specialists in Internal Medicine, and AI Software on Chest X-Rays in a Hospital-at-Home Service: Prospective Observational Study

Eitan Grossbard, Yehonatan Marziano, Adam Sharabi, Eliyahu Abutbul, Aya Berman, Reut Kassif-Lerner, Galia Barkai, Hila Hakim, Gad Segal

JMIR Form Res 2024 (Dec 24); 8:e55916

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AI in Dental Radiology—Improving the Efficiency of Reporting With ChatGPT: Comparative Study

Daniel Stephan, Annika Bertsch, Matthias Burwinkel, Shankeeth Vinayahalingam, Bilal Al-Nawas, Peer W Kämmerer, Daniel GE Thiem

J Med Internet Res 2024 (Dec 23); 26:e60684

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Machine Learning Driven by Magnetic Resonance Imaging for the Classification of Alzheimer Disease Progression: Systematic Review and Meta-Analysis

Gopi Battineni, Nalini Chintalapudi, Francesco Amenta

JMIR Aging 2024 (Dec 23); 7:e59370

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Unveiling the Influence of AI on Advancements in Respiratory Care: Narrative Review

Mohammed M Alqahtani, Abdullah M M Alanazi, Saleh S Algarni, Hassan Aljohani, Faraj K Alenezi, Tareq F Alotaibi, Mansour Alotaibi, Mobarak K Alqahtani, Mushabbab Alahmari, Khalid S Alwadeai, Saeed M Alghamdi, Mohammed A Almeshari, Turki Faleh Alshammari, Noora Mumenah, Ebtihal Al Harbi, Ziyad F Al Nufaiei, Eyas Alhuthail, Esam Alzahrani, Husam Alahmadi, Abdulaziz Alarifi, Amal Zaidan, Taha T Ismaeil

Interact J Med Res 2024 (Dec 20); 13:e57271

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Current State of Community-Driven Radiological AI Deployment in Medical Imaging

Vikash Gupta, Barbaros Erdal, Carolina Ramirez, Ralf Floca, Bradley Genereaux, Sidney Bryson, Christopher Bridge, Jens Kleesiek, Felix Nensa, Rickmer Braren, Khaled Younis, Tobias Penzkofer, Andreas Michael Bucher, Ming Melvin Qin, Gigon Bae, Hyeonhoon Lee, M Jorge Cardoso, Sebastien Ourselin, Eric Kerfoot, Rahul Choudhury, Richard D White, Tessa Cook, David Bericat, Matthew Lungren, Risto Haukioja, Haris Shuaib

JMIR AI 2024 (Dec 09); 3:e55833

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Enhancing Ultrasound Image Quality Across Disease Domains: Application of Cycle-Consistent Generative Adversarial Network and Perceptual Loss

Shreeram Athreya, Ashwath Radhachandran, Vedrana Ivezić, Vivek R Sant, Corey W Arnold, William Speier

JMIR Biomed Eng 2024 (Dec 17); 8:e58911

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