Imaging Informatics

Training and Profiling a Pediatric Facial Expression Classifier for Children on Mobile Devices: Machine Learning Study

Agnik Banerjee , Onur Cezmi Mutlu , Aaron Kline , Saimourya Surabhi , Peter Washington , Dennis Paul Wall

JMIR Form Res 2023;7:e39917

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Exercise Training to Improve Brain Health in Older People Living With HIV: Study Protocol for a Randomized Controlled Trial

Sarah Cooley , Brittany M Nelson , Alexander Rosenow , Elizabeth Westerhaus , W Todd Cade , Dominic N Reeds , Florin Vaida , Kevin E Yarasheski , Robert H Paul , Beau M Ances

JMIR Res Protoc 2023;12:e41421

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Deep Learning to Detect Pancreatic Cystic Lesions on Abdominal Computed Tomography Scans: Development and Validation Study

Maria Montserrat Duh , Neus Torra-Ferrer , Meritxell Riera-Marín , Dídac Cumelles , Júlia Rodríguez-Comas , Javier García López , Mª Teresa Fernández Planas

JMIR AI 2023;2:e40702

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Artificial Intelligence–Based Psoriasis Severity Assessment: Real-world Study and Application

Kai Huang , Xian Wu , Yixin Li , Chengzhi Lv , Yangtian Yan , Zhe Wu , Mi Zhang , Weihong Huang , Zixi Jiang , Kun Hu , Mingjia Li , Juan Su , Wu Zhu , Fangfang Li , Mingliang Chen , Jing Chen , Yongjian Li , Mei Zeng , Jianjian Zhu , Duling Cao , Xing Huang , Lei Huang , Xing Hu , Zeyu Chen , Jian Kang , Lei Yuan , Chengji Huang , Rui Guo , Alexander Navarini , Yehong Kuang , Xiang Chen , Shuang Zhao

J Med Internet Res 2023;25:e44932

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From the Cochrane Library: Optical Coherence Tomography for Diagnosing Skin Cancer in Adults

Colin Burnette , Torunn E Sivesind , Robert Dellavalle

JMIR Dermatol 2023;6:e41355

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Unassisted Clinicians Versus Deep Learning–Assisted Clinicians in Image-Based Cancer Diagnostics: Systematic Review With Meta-analysis

Peng Xue , Mingyu Si , Dongxu Qin , Bingrui Wei , Samuel Seery , Zichen Ye , Mingyang Chen , Sumeng Wang , Cheng Song , Bo Zhang , Ming Ding , Wenling Zhang , Anying Bai , Huijiao Yan , Le Dang , Yuqian Zhao , Remila Rezhake , Shaokai Zhang , Youlin Qiao , Yimin Qu , Yu Jiang

J Med Internet Res 2023;25:e43832

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Classifying COVID-19 Patients From Chest X-ray Images Using Hybrid Machine Learning Techniques: Development and Evaluation

Thanakorn Phumkuea , Thakerng Wongsirichot , Kasikrit Damkliang , Asma Navasakulpong

JMIR Form Res 2023;7:e42324

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Comparing Smartphone Virtual Reality Exposure Preparation to Care as Usual in Children Aged 6 to 14 Years Undergoing Magnetic Resonance Imaging: Protocol for a Multicenter, Observer-Blinded, Randomized Controlled Trial

Zita van Spaendonck , Koen Pieter Leeuwenburgh , Marjolein Dremmen , Joost van Schuppen , Daniëlle Starreveld , Bram Dierckx , Jeroen S Legerstee

JMIR Res Protoc 2023;12:e41080

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Agreement Between Experts and an Untrained Crowd for Identifying Dermoscopic Features Using a Gamified App: Reader Feasibility Study

Jonathan Kentley , Jochen Weber , Konstantinos Liopyris , Ralph P Braun , Ashfaq A Marghoob , Elizabeth A Quigley , Kelly Nelson , Kira Prentice , Erik Duhaime , Allan C Halpern , Veronica Rotemberg

JMIR Med Inform 2023;11:e38412

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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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