Search Results - "JMIR medical informatics" :: K.UTB vyhledávací portál

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Assessment of Myosteatosis on Computed Tomography by Automatic Generation of a Muscle Quality Map Using a Web-Based Toolkit: Feasibility Study

by Kim, Dong Wook, Kim, Kyung Won, Ko, Yousun, Park, Taeyong, Khang, Seungwoo, Jeong, Heeryeol, Koo, Kyoyeong, Lee, Jeongjin, Kim, Hong-Kyu, Ha, Jiyeon, Sung, Yu Sub, Shin, Youngbin
Published in JMIR medical informatics (19.10.2020)

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Perspectives on Challenges and Opportunities for Interoperability: Findings From Key Informant Interviews With Stakeholders in Ohio

by Walker, Daniel M, Tarver, Willi L, Jonnalagadda, Pallavi, Ranbom, Lorin, Ford, Eric W, Rahurkar, Saurabh
Published in JMIR medical informatics (24.02.2023)

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Experiences and Challenges of Emerging Online Health Services Combating COVID-19 in China: Retrospective, Cross-Sectional Study of Internet Hospitals

by Ge, Fangmin, Qian, Huan, Lei, Jianbo, Ni, Yiqi, Li, Qian, Wang, Song, Ding, Kefeng
Published in JMIR medical informatics (01.06.2022)

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Mining Clinical Notes for Physical Rehabilitation Exercise Information: Natural Language Processing Algorithm Development and Validation Study

by Sivarajkumar, Sonish, Gao, Fengyi, Denny, Parker, Aldhahwani, Bayan, Visweswaran, Shyam, Bove, Allyn, Wang, Yanshan
Published in JMIR medical informatics (03.04.2024)

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BERT-Based Neural Network for Inpatient Fall Detection From Electronic Medical Records: Retrospective Cohort Study

by Cheligeer, Cheligeer, Wu, Guosong, Lee, Seungwon, Pan, Jie, Southern, Danielle A, Martin, Elliot A, Sapiro, Natalie, Eastwood, Cathy A, Quan, Hude, Xu, Yuan
Published in JMIR medical informatics (30.01.2024)

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Exploiting Machine Learning Algorithms and Methods for the Prediction of Agitated Delirium After Cardiac Surgery: Models Development and Validation Study

by Mufti, Hani Nabeel, Hirsch, Gregory Marshal, Abidi, Samina Raza, Abidi, Syed Sibte Raza
Published in JMIR medical informatics (23.10.2019)

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Improving AI-Based Clinical Decision Support Systems and Their Integration Into Care From the Perspective of Experts: Interview Study Among Different Stakeholders

by Giebel, Godwin Denk, Raszke, Pascal, Nowak, Hartmuth, Palmowski, Lars, Adamzik, Michael, Heinz, Philipp, Tokic, Marianne, Timmesfeld, Nina, Brunkhorst, Frank Martin, Wasem, Jürgen, Blase, Nikola
Published in JMIR medical informatics (07.07.2025)

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Comparing Diagnostic Accuracy of Clinical Professionals and Large Language Models: Systematic Review and Meta-Analysis

by Shan, Guxue, Chen, Xiaonan, Wang, Chen, Liu, Li, Gu, Yuanjing, Jiang, Huiping, Shi, Tingqi
Published in JMIR medical informatics (25.04.2025)

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Physician Stress During Electronic Health Record Inbox Work: In Situ Measurement With Wearable Sensors

by Akbar, Fatema, Mark, Gloria, Prausnitz, Stephanie, Warton, E Margaret, East, Jeffrey A, Moeller, Mark F, Reed, Mary E, Lieu, Tracy A
Published in JMIR medical informatics (28.04.2021)

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Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals

by Noor, Kawsar, Roguski, Lukasz, Bai, Xi, Handy, Alex, Klapaukh, Roman, Folarin, Amos, Romao, Luis, Matteson, Joshua, Lea, Nathan, Zhu, Leilei, Asselbergs, Folkert W, Wong, Wai Keong, Shah, Anoop, Dobson, Richard JB
Published in JMIR medical informatics (24.08.2022)

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A Deep-Learning Algorithm (ECG12Net) for Detecting Hypokalemia and Hyperkalemia by Electrocardiography: Algorithm Development

by Lin, Chin-Sheng, Lin, Chin, Fang, Wen-Hui, Hsu, Chia-Jung, Chen, Sy-Jou, Huang, Kuo-Hua, Lin, Wei-Shiang, Tsai, Chien-Sung, Kuo, Chih-Chun, Chau, Tom, Yang, Stephen JH, Lin, Shih-Hua
Published in JMIR medical informatics (01.03.2020)

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Development and Validation of a Machine Learning Algorithm for Predicting Diabetes Retinopathy in Patients With Type 2 Diabetes: Algorithm Development Study

by Kim, Sunyoung, Park, Jaeyu, Son, Yejun, Lee, Hojae, Woo, Selin, Lee, Myeongcheol, Lee, Hayeon, Sang, Hyunji, Yon, Dong Keon, Rhee, Sang Youl
Published in JMIR medical informatics (07.02.2025)

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Adoption Factors of the Electronic Health Record: A Systematic Review

by Kruse, Clemens Scott, Kothman, Krysta, Anerobi, Keshia, Abanaka, Lillian
Published in JMIR medical informatics (01.06.2016)

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Analyzing Patient Experience on Weibo: Machine Learning Approach to Topic Modeling and Sentiment Analysis

by Chen, Xiao, Shen, Zhiyun, Guan, Tingyu, Tao, Yuchen, Kang, Yichen, Zhang, Yuxia
Published in JMIR medical informatics (29.11.2024)

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Implementing Vertical Federated Learning Using Autoencoders: Practical Application, Generalizability, and Utility Study

by Cha, Dongchul, Sung, MinDong, Park, Yu-Rang
Published in JMIR medical informatics (01.06.2021)

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A Multimodal Imaging–Based Deep Learning Model for Detecting Treatment-Requiring Retinal Vascular Diseases: Model Development and Validation Study

by Kang, Eugene Yu-Chuan, Yeung, Ling, Lee, Yi-Lun, Wu, Cheng-Hsiu, Peng, Shu-Yen, Chen, Yueh-Peng, Gao, Quan-Ze, Lin, Chihung, Kuo, Chang-Fu, Lai, Chi-Chun
Published in JMIR medical informatics (31.05.2021)

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The Use of Machine Learning for Analyzing Real-World Data in Disease Prediction and Management: Systematic Review

by Alhumaidi, Norah Hamad, Dermawan, Doni, Kamaruzaman, Hanin Farhana, Alotaiq, Nasser
Published in JMIR medical informatics (19.06.2025)

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Extracting Pulmonary Embolism Diagnoses From Radiology Impressions Using GPT-4o: Large Language Model Evaluation Study

by Mahyoub, Mohammed, Dougherty, Kacie, Shukla, Ajit
Published in JMIR medical informatics (09.04.2025)

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A Machine Learning Algorithm With an Oversampling Technique in Limited Data Scenarios for the Prediction of Present and Future Restorative Treatment Need: Development and Validation Study

by Väyrynen, Elina, Tirkkonen, Otso, Tiensuu, Henna, Suutala, Jaakko, Anttonen, Vuokko, Laitala, Marja-Liisa, Kukkola, Katri, Karki, Saujanya
Published in JMIR medical informatics (28.08.2025)

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Development of a Large-Scale Dataset of Chest Computed Tomography Reports in Japanese and a High-Performance Finding Classification Model: Dataset Development and Validation Study

by Yamagishi, Yosuke, Nakamura, Yuta, Kikuchi, Tomohiro, Sonoda, Yuki, Hirakawa, Hiroshi, Kano, Shintaro, Nakamura, Satoshi, Hanaoka, Shouhei, Yoshikawa, Takeharu, Abe, Osamu
Published in JMIR medical informatics (28.08.2025)

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