Computer-Aided Diagnosis

Articles published in 2026 in this theme: 55 (scroll down to load remaining articles)

2026

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Direct Reconstruction of High-Fidelity Electrocardiogram Signals From Vector-Based PDF Files With Integrated Deep Learning for Multiparameter Estimation: Retrospective Methodological Study

Shian-Sen Shie, Po-Yen Huang, Ming-Shien Wen, Chao-Yung Wang

JMIR Form Res 2026 (Jul 24); 10:e80597

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Medical AI Agents for Clinical Decision Support: Viewpoint Using the Planning, Action, Reflection, and Memory (PARM) Analytical Lens

Rasit Dinc, Nurittin Ardic

JMIR Med Inform 2026 (Jul 21); 14:e92584

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A 3-Tier AI Model for COVID-19 Triage Using Pharyngeal Images: Algorithm Development and Validation

Sho Okiyama, Tomonori Aoki, Memori Fukuda, Yuji Ariyasu, Saho Kameyama

JMIR Form Res 2026 (Jul 20); 10:e87705

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Gastrointestinal Bleeding Risk Associated With Pulse Pressure in Patients With Atrial Fibrillation: Retrospective Cohort Study

Michel Abou Khalil, Maximilian Moersdorf, Carlo El Khoury, Ghassan Bidaoui, Mohammad Montaser Atasi, Yara Menassa, Alex El Darzi, Christian Massad, Hadi Younes, Ala Assaf, Mario Mekhael, Eli Tsakiris, Chanho Lim, Charbel Noujaim, Abboud Hassan, Yingshuo Liu, Yishi Jia, Mary Margot M Maleckar, Rodolfo A Montiel Quintero, Omar Kreidieh, Amitabh C Pandey, Han Feng, Qussay Marashly, Nassir F Marrouche

J Med Internet Res 2026 (Jul 20); 28:e93347

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Research on the Improvement Path of Human-AI Collaborative Consultation Effectiveness From the Perspective of Information Ecology: Configurational Analysis

Dandan Wang, Mengyi Zhang, Bingjun Guo

JMIR Med Inform 2026 (Jul 15); 14:e90611

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AI-Based Diagnostic Platform Capabilities With Lyme Disease as a Use Case: Integrative Exploration

Sarah P Maxwell, Connie L McNeely, Abdollah Zeraatpisheh, Chris Brooks, Claire Maxwell, Kevin C Thomas

Online J Public Health Inform 2026 (Jul 13); 18:e87529

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AI-Assisted Chest X-Ray Interpretation in Resource-Limited Settings: LuAna Stepped-Wedge Trial Protocol

Maria Carolina Bueno da Silva, Paula Bresciani M de Andrade, Henrique Min Ho Lee, Pedro Vinicius Alves Silva, Ana Cristina Ferreira, Cintia Pereira Kuss, Maria Gabriela de Almeida Rodrigues, Guilherme Alberto Sousa Ribeiro, Thiago Fellipe Ortiz Camargo, William Yang Chen Fan, Pedro Vieira Santana Netto, Giovanna de Souza Mendes, Gilberto Szarf, Rafael Maffei Loureiro, Ary Serpa Neto, Joselisa Péres Queiroz de Paiva, Jaqueline Driemeyer Correia Horvath

JMIR Res Protoc 2026 (Jul 13); 15:e88626

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Artificial Intelligence–Assisted Screening for Patients With Diabetic Retinopathy and Age-Related Macular Degeneration in Family Medicine and Geriatric and Gerontology Care: Protocol for a Pragmatic Randomized Clinical Trial

Bo-I Kuo, Ting-Ann Wang, Teresa Cheng-Chieh Chu, Ding-Cheng Chan, Shao-Yi Cheng, Chia-Ti Tsai, Chu-Lin Tsai, Yi-Chia Lee, Wei-Li Chen, Chiuan-Jung Chen, John Tayu Lee, Chia-Ying Tsai, Patrick Yan-Tyng Liu, Chi-Yang Chang, Chia-Ter Chao, Jia-Horng Kao, Yi-Ting Hsieh, the Collaborators of AI Ophthalmology Research Group

JMIR Res Protoc 2026 (Jul 06); 15:e91699

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Intrasystem Repeatability of S-Detect for Breast Ultrasound Classification With Identical Static Images: Single-Center Retrospective Repeatability Study

Liang Yongping, Ping Zhou, Yang Wang, Nan Zhang, Qing Zhou, Xinghao Zhang, Haifeng Cai, Zhang Juan

JMIR Med Inform 2026 (Jul 03); 14:e86278

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Automated Optic Disc Tilt Classification in Fundus Photographs Using Segmentation and the Elliptical Ratio: External Clinical Validation Study

Chae Yeon Lim, Jaeryung Kim, Joonhyoung Kim, Chaeyeon Lee, Euido Song, Taeyoung Kim, Sei Yeul Oh, Myung Jin Chung, Kyung Ah Park

JMIR Form Res 2026 (Jul 02); 10:e86380

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Deep Neural Networks for Automatic Atrial Fibrillation Detection Using Long-Term Ambulatory Electrocardiography: Retrospective Diagnostic Accuracy Study

Jagdeep Sedha, Jukka A Lipponen, Antti Aho, Helena Jäntti, Jari Halonen, Tiina M Laitinen, Tomi P Laitinen, Onni E Santala, Mika P Tarvainen, Eemu-Samuli Seljola, Noora S Naukkarinen, Olli Rantula, Tuomas T Rissanen, Juha E K Hartikainen, Tero J Martikainen

JMIR Cardio 2026 (Jun 30); 10:e83714

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Remote Assessment of Parkinson Disease Using Deep Learning on Structured Mouse-Trace Data From Suspected Cases: Machine-Learning Pilot Feasibility Study

Md Rahat Shahriar Zawad, Zerin Nasrin Tumpa, Lydia Sollis, Shubham Parab, Peter Washington

JMIR Form Res 2026 (Jun 26); 10:e81368

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Differentiating Ischemic From Nonischemic T-Wave Inversion Using a Multimodal Vision-Language Model With Reinforcement Learning (ECG-R1): Development and Validation Study

Yunzhang Cheng, Zhongkai Wang, Wen Zhang, Qin Zhang, Mingwei Zhang, Songbin Cai, Tianyi Zhang

JMIR Med Inform 2026 (Jun 19); 14:e87227

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Authors’ Reply: Beyond Visual Consensus: Tiered Reference Framework for AI Cystoscopy Studies

Chung-You Tsai, Shi-Wei Huang

J Med Internet Res 2026 (Jun 18); 28:e103335

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Beyond Visual Consensus: Tiered Reference Framework for AI Cystoscopy Studies

Ahmet Murat Bayraktar, Bilgi İşler

J Med Internet Res 2026 (Jun 18); 28:e101910

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Using AI to Detect Psychosis Relapse: Scoping Review

Lorenzo Ghelfi, Jack Healy, Francesco Piacenza, Ian French, Nicholas McNamara, Khyber Afridi Rabbi, Benjamin Bond, Emma O'Hora, Darren Roddy, Moyyad Kamali, Sudipto Das, Sandra Anna Just, Enrico Tedeschi, Musarrat Hussain, Karl Øyvind Mikalsen, Stefan Kaiser, Giacomo Cecere, Sanne Koops, Janna de Boer, Elysie Nguyen, Emre Bora, Wolfram Hinzen, Philipp Homan, Iris E Sommer, David Cotter, Mary Cannon, John Paul Lyne

JMIR Ment Health 2026 (Jun 16); 13:e92192

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Performance of Deep Learning in Classifying Age-Related Macular Degeneration From Images: Systematic Review and Meta-Analysis

Yu Zhu, Yue Niu, Shangye Sun, Wei Liu, Ying Dou, Yu Guo

J Med Internet Res 2026 (Jun 15); 28:e97174

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AI-Powered Resting 12-Lead Electrocardiogram Algorithm for Predicting Low Peak Oxygen Consumption: Development and Validation Study

Shu-Chun Huang, Tieh-Cheng Fu, Michelle Liou, Yu-Chieh Huang, Sing-Ya Chang, Guan-Yi Huang, Hong-Ren Su

JMIR Med Inform 2026 (Jun 11); 14:e81105

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A Machine Learning Approach to Voice-Based Parkinson Disease Screening Using Multiview Spectrogram and Speech Recognition Features: Diagnostic Study

Arifa Zahir, Jaehong Yu, Jin-Sun Jun, Kiwon Park, Ryul Kim, Hyundoo Jeong

JMIR Med Inform 2026 (Jun 11); 14:e94063

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Enhanced Diagnosis of Generalized Pustular Psoriasis With the Legit.Health Device as a Diagnosis Support Tool: Multireader Multicase Study

Alfonso Medela, Antonio Martorell, Juan Semeco, Gurpreet Singh Chowdhry, Taig Mac Carthy, Andy Aguilar, Alberto Sabater, Ignacio Hernández Montilla

JMIR Dermatol 2026 (Jun 10); 9:e82030

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