Imaging Informatics

Digital Pattern Recognition for the Identification of Various Hypospadias Parameters via an Artificial Neural Network: Protocol for the Development and Validation of a System and Mobile App

Irfan Wahyudi, Chandra Prasetyo Utomo, Samsuridjal Djauzi, Muhamad Fathurahman, Gerhard Reinaldi Situmorang, Arry Rodjani, Kevin Yonathan, Budi Santoso

JMIR Res Protoc 2022 (Nov 25); 11(11):e42853

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Developing an Artificial Intelligence Model for Reading Chest X-rays: Protocol for a Prospective Validation Study

Queralt Miró Catalina, Aïna Fuster-Casanovas, Jordi Solé-Casals, Josep Vidal-Alaball

JMIR Res Protoc 2022 (Nov 16); 11(11):e39536

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Automatic Screening of Pediatric Renal Ultrasound Abnormalities: Deep Learning and Transfer Learning Approach

Ming-Chin Tsai, Henry Horng-Shing Lu, Yueh-Chuan Chang, Yung-Chieh Huang, Lin-Shien Fu

JMIR Med Inform 2022 (Nov 02); 10(11):e40878

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Tooth-Related Disease Detection System Based on Panoramic Images and Optimization Through Automation: Development Study

Changgyun Kim, Hogul Jeong, Wonse Park, Donghyun Kim

JMIR Med Inform 2022 (Oct 31); 10(10):e38640

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Google Images Search Results as a Resource in the Anatomy Laboratory: Rating of Educational Value

Alexandra Elisabeth Wink, Amanda N Telfer, Michael A Pascoe

JMIR Med Educ 2022 (Oct 21); 8(4):e37730

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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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One Clinician Is All You Need–Cardiac Magnetic Resonance Imaging Measurement Extraction: Deep Learning Algorithm Development

Pulkit Singh, Julian Haimovich, Christopher Reeder, Shaan Khurshid, Emily S Lau, Jonathan W Cunningham, Anthony Philippakis, Christopher D Anderson, Jennifer E Ho, Steven A Lubitz, Puneet Batra

JMIR Med Inform 2022 (Sep 16); 10(9):e38178

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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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Magnetic Resonance Imaging Angiography of Physiological and Pathological Pregnancy Placentas Ex Vivo: Protocol for a Prospective Pilot Study

Matthieu Dap, Bailiang Chen, Claire Banasiak, Gabriela Hossu, Olivier Morel, Marine Beaumont, Charline Bertholdt

JMIR Res Protoc 2022 (Aug 10); 11(8):e35051

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Uncertainty Estimation in Medical Image Classification: Systematic Review

Alexander Kurz, Katja Hauser, Hendrik Alexander Mehrtens, Eva Krieghoff-Henning, Achim Hekler, Jakob Nikolas Kather, Stefan Fröhling, Christof von Kalle, Titus Josef Brinker

JMIR Med Inform 2022 (Aug 02); 10(8):e36427

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Artificial Intelligence–Assisted Diagnosis of Anterior Cruciate Ligament Tears From Magnetic Resonance Images: Algorithm Development and Validation Study

Kun-Hui Chen, Chih-Yu Yang, Hsin-Yi Wang, Hsiao-Li Ma, Oscar Kuang-Sheng Lee

JMIR AI 2022 (Jul 26); 1(1):e37508

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The Association Between the Use of Low-Slice Computed Tomography Machines and Downstream Care: Comparative Study of 16-Slice and 64-Slice Computed Tomography Angiography

Adam C Powell, James W Long, Uday U Deshmukh, Jeffrey D Simmons

JMIR Form Res 2022 (Jun 30); 6(6):e32892

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Combating COVID-19 Using Generative Adversarial Networks and Artificial Intelligence for Medical Images: Scoping Review

Hazrat Ali, Zubair Shah

JMIR Med Inform 2022 (Jun 29); 10(6):e37365

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Development of a Head-Mounted Holographic Needle Guidance System for Enhanced Ultrasound-Guided Neuraxial Anesthesia: System Development and Observational Evaluation

Jaya Tanwani, Fahad Alam, Clyde Matava, Stephen Choi, Paul McHardy, Oskar Singer, Geraldine Cheong, Julian Wiegelmann

JMIR Form Res 2022 (Jun 23); 6(6):e36931

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The Efficacy of Virtual Reality Game Preparation for Children Scheduled for Magnetic Resonance Imaging Procedures (IMAGINE): Protocol for a Randomized Controlled Trial

Sylvie Le May, Christine Genest, Nicole Hung, Maxime Francoeur, Estelle Guingo, Julie Paquette, Olivier Fortin, Stéphane Guay

JMIR Res Protoc 2022 (Jun 13); 11(6):e30616

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The Accuracy of Artificial Intelligence in the Endoscopic Diagnosis of Early Gastric Cancer: Pooled Analysis Study

Pei-Chin Chen, Yun-Ru Lu, Yi-No Kang, Chun-Chao Chang

J Med Internet Res 2022 (May 16); 24(5):e27694

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Using a Convolutional Neural Network and Convolutional Long Short-term Memory to Automatically Detect Aneurysms on 2D Digital Subtraction Angiography Images: Framework Development and Validation

JunHua Liao, LunXin Liu, HaiHan Duan, YunZhi Huang, LiangXue Zhou, LiangYin Chen, ChaoHua Wang

JMIR Med Inform 2022 (Mar 16); 10(3):e28880

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Leveraging Artificial Intelligence to Improve the Diversity of Dermatological Skin Color Pathology: Protocol for an Algorithm Development and Validation Study

Eman Rezk, Mohamed Eltorki, Wael El-Dakhakhni

JMIR Res Protoc 2022 (Mar 08); 11(3):e34896

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Convolutional Neural Network–Based Automatic Classification of Colorectal and Prostate Tumor Biopsies Using Multispectral Imagery: System Development Study

Remy Peyret, Duaa alSaeed, Fouad Khelifi, Nadia Al-Ghreimil, Heyam Al-Baity, Ahmed Bouridane

JMIR Bioinform Biotech 2022 (Feb 09); 3(1):e27394

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A Deep Residual U-Net Algorithm for Automatic Detection and Quantification of Ascites on Abdominopelvic Computed Tomography Images Acquired in the Emergency Department: Model Development and Validation

Hoon Ko, Jimi Huh, Kyung Won Kim, Heewon Chung, Yousun Ko, Jai Keun Kim, Jei Hee Lee, Jinseok Lee

J Med Internet Res 2022 (Jan 03); 24(1):e34415

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