Imaging Informatics

Articles published in 2022 in this theme: 23 (scroll down to load remaining articles)

2022

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Load-Induced Glenohumeral Translation After Rotator Cuff Tears: Protocol for an In Vivo Study

Eleonora Croci, Franziska Eckers, Corina Nüesch, Soheila Aghlmandi, Balazs Krisztian Kovacs, Jeremy Genter, Daniel Baumgartner, Andreas Marc Müller, Annegret Mündermann

JMIR Res Protoc 2022 (Dec 23); 11(12):e43769

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Levels of Autonomous Radiology

Suraj Ghuwalewala, Viraj Kulkarni, Richa Pant, Amit Kharat

Interact J Med Res 2022 (Dec 07); 11(2):e38655

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Integration of Artificial Intelligence Into Sociotechnical Work Systems—Effects of Artificial Intelligence Solutions in Medical Imaging on Clinical Efficiency: Protocol for a Systematic Literature Review

Katharina Wenderott, Nikoloz Gambashidze, Matthias Weigl

JMIR Res Protoc 2022 (Dec 01); 11(12):e40485

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Using Magnetic Resonance Imaging During Childbirth to Demonstrate Fetal Head Moldability and Brain Compression: Prospective Cohort Study

Olivier Ami, Jean-Christophe Maran, Dominique Musset, Claude Dubray, Gérard Mage, Louis Boyer

JMIR Form Res 2022 (Nov 30); 6(11):e27421

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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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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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