Imaging Informatics

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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Can Real-time Computer-Aided Detection Systems Diminish the Risk of Postcolonoscopy Colorectal Cancer?

Mariusz Madalinski, Roger Prudham

JMIR Med Inform 2021 (Dec 24); 9(12):e25328

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Computer-Aided Diagnosis of Gastrointestinal Ulcer and Hemorrhage Using Wireless Capsule Endoscopy: Systematic Review and Diagnostic Test Accuracy Meta-analysis

Chang Seok Bang, Jae Jun Lee, Gwang Ho Baik

J Med Internet Res 2021 (Dec 14); 23(12):e33267

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Deep Learning Techniques for Fatty Liver Using Multi-View Ultrasound Images Scanned by Different Scanners: Development and Validation Study

Taewoo Kim, Dong Hyun Lee, Eun-Kee Park, Sanghun Choi

JMIR Med Inform 2021 (Nov 18); 9(11):e30066

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Role of 18F-Fluorodeoxyglucose–Positron Emission Tomography/Computed Tomography Imaging in the Prediction of Prognosis in Patients With Indolent Lymphoma: Prospective Study

Nawal Faiez AlShehry, Raja Shanker, Syed Ziauddin Ahmed Zaidi, Fahad AlGhmlas, Ibraheem Hussein Motabi, Shahid Iqbal, Ahmad Ali Butt, Hassan AlShehri, Imran Khan Tailor, Syed Yasir Altaf, Mubarak AlGhamdi, Mohammed Marie, Mansour AlFayez, Kamal Al Zahrani, Mohammed Dwaimah, Tahani Al-Halouli, Wafaa Al-Shakweer, Maied Zaher AlShehery, Abdul Rehman Zia Zaidi, Atta Munawar Gill, Belal Mohammed Albtoosh, Musab Ahmed

JMIR Form Res 2021 (Nov 12); 5(11):e24936

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Longitudinal Neurocognitive and Pulmonological Profile of Long COVID-19: Protocol for the COVIMMUNE-Clin Study

Catherine N Widmann, Michelle Wieberneit, Luzie Bieler, Sarah Bernsen, Robin Gräfenkämper, Frederic Brosseron, Carsten Schmeel, Pawel Tacik, Dirk Skowasch, Alexander Radbruch, Michael T Heneka

JMIR Res Protoc 2021 (Nov 11); 10(11):e30259

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Prediction of Smoking Risk From Repeated Sampling of Environmental Images: Model Validation

Matthew M Engelhard, Joshua D'Arcy, Jason A Oliver, Rachel Kozink, F Joseph McClernon

J Med Internet Res 2021 (Nov 01); 23(11):e27875

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Developing a RadLex-Based Named Entity Recognition Tool for Mining Textual Radiology Reports: Development and Performance Evaluation Study

Shintaro Tsuji, Andrew Wen, Naoki Takahashi, Hongjian Zhang, Katsuhiko Ogasawara, Gouqian Jiang

J Med Internet Res 2021 (Oct 29); 23(10):e25378

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Computer-Aided Screening of Autism Spectrum Disorder: Eye-Tracking Study Using Data Visualization and Deep Learning

Federica Cilia, Romuald Carette, Mahmoud Elbattah, Gilles Dequen, Jean-Luc Guérin, Jérôme Bosche, Luc Vandromme, Barbara Le Driant

JMIR Hum Factors 2021 (Oct 25); 8(4):e27706

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Performance of Artificial Intelligence Imaging Models in Detecting Dermatological Manifestations in Higher Fitzpatrick Skin Color Classifications

Pushkar Aggarwal

JMIR Dermatol 2021 (Oct 12); 4(2):e31697

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Smartphone-Based Artificial Intelligence–Assisted Prediction for Eyelid Measurements: Algorithm Development and Observational Validation Study

Hung-Chang Chen, Shin-Shi Tzeng, Yen-Chang Hsiao, Ruei-Feng Chen, Erh-Chien Hung, Oscar K Lee

JMIR Mhealth Uhealth 2021 (Oct 08); 9(10):e32444

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Use of Deep Learning to Predict Acute Kidney Injury After Intravenous Contrast Media Administration: Prediction Model Development Study

Donghwan Yun, Semin Cho, Yong Chul Kim, Dong Ki Kim, Kook-Hwan Oh, Kwon Wook Joo, Yon Su Kim, Seung Seok Han

JMIR Med Inform 2021 (Oct 01); 9(10):e27177

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Radiation Oncologists’ Perceptions of Adopting an Artificial Intelligence–Assisted Contouring Technology: Model Development and Questionnaire Study

Huiwen Zhai, Xin Yang, Jiaolong Xue, Christopher Lavender, Tiantian Ye, Ji-Bin Li, Lanyang Xu, Li Lin, Weiwei Cao, Ying Sun

J Med Internet Res 2021 (Sep 30); 23(9):e27122

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A Fully Automated Analytic System for Measuring Endolymphatic Hydrops Ratios in Patients With Ménière Disease via Magnetic Resonance Imaging: Deep Learning Model Development Study

Chae Jung Park, Young Sang Cho, Myung Jin Chung, Yi-Kyung Kim, Hyung-Jin Kim, Kyunga Kim, Jae-Wook Ko, Won-Ho Chung, Baek Hwan Cho

J Med Internet Res 2021 (Sep 21); 23(9):e29678

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Accuracy of Using Generative Adversarial Networks for Glaucoma Detection: Systematic Review and Bibliometric Analysis

Ali Q Saeed, Siti Norul Huda Sheikh Abdullah, Jemaima Che-Hamzah, Ahmad Tarmizi Abdul Ghani

J Med Internet Res 2021 (Sep 21); 23(9):e27414

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The Classification of Six Common Skin Diseases Based on Xiangya-Derm: Development of a Chinese Database for Artificial Intelligence

Kai Huang, Zixi Jiang, Yixin Li, Zhe Wu, Xian Wu, Wu Zhu, Mingliang Chen, Yu Zhang, Ke Zuo, Yi Li, Nianzhou Yu, Siliang Liu, Xing Huang, Juan Su, Mingzhu Yin, Buyue Qian, Xianggui Wang, Xiang Chen, Shuang Zhao

J Med Internet Res 2021 (Sep 21); 23(9):e26025

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A 3D Hologram With Mixed Reality Techniques to Improve Understanding of Pulmonary Lesions Caused by COVID-19: Randomized Controlled Trial

Songxiang Liu, Mao Xie, Zhicai Zhang, Xinghuo Wu, Fei Gao, Lin Lu, Jiayao Zhang, Yi Xie, Fan Yang, Zhewei Ye

J Med Internet Res 2021 (Sep 10); 23(9):e24081

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Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice

Viraj Kulkarni, Manish Gawali, Amit Kharat

JMIR Med Inform 2021 (Sep 09); 9(9):e28776

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Real-Time Respiratory Tumor Motion Prediction Based on a Temporal Convolutional Neural Network: Prediction Model Development Study

Panchun Chang, Jun Dang, Jianrong Dai, Wenzheng Sun

J Med Internet Res 2021 (Aug 27); 23(8):e27235

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Screening Diabetic Retinopathy Using an Automated Retinal Image Analysis System in Independent and Assistive Use Cases in Mexico: Randomized Controlled Trial

Alejandro Noriega, Daniela Meizner, Dalia Camacho, Jennifer Enciso, Hugo Quiroz-Mercado, Virgilio Morales-Canton, Abdullah Almaatouq, Alex Pentland

JMIR Form Res 2021 (Aug 26); 5(8):e25290

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