Artificial Intelligence

Automatically Explaining Machine Learning Prediction Results on Asthma Hospital Visits in Patients With Asthma: Secondary Analysis

Gang Luo, Michael D Johnson, Flory L Nkoy, Shan He, Bryan L Stone

JMIR Med Inform 2020 (Dec 31); 8(12):e21965

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Deep Neural Network for Reducing the Screening Workload in Systematic Reviews for Clinical Guidelines: Algorithm Validation Study

Tomohide Yamada, Daisuke Yoneoka, Yuta Hiraike, Kimihiro Hino, Hiroyoshi Toyoshiba, Akira Shishido, Hisashi Noma, Nobuhiro Shojima, Toshimasa Yamauchi

J Med Internet Res 2020 (Dec 30); 22(12):e22422

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An Artificial Intelligence Model to Predict the Mortality of COVID-19 Patients at Hospital Admission Time Using Routine Blood Samples: Development and Validation of an Ensemble Model

Hoon Ko, Heewon Chung, Wu Seong Kang, Chul Park, Do Wan Kim, Seong Eun Kim, Chi Ryang Chung, Ryoung Eun Ko, Hooseok Lee, Jae Ho Seo, Tae-Young Choi, Rafael Jaimes, Kyung Won Kim, Jinseok Lee

J Med Internet Res 2020 (Dec 23); 22(12):e25442

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Model-Based Reasoning of Clinical Diagnosis in Integrative Medicine: Real-World Methodological Study of Electronic Medical Records and Natural Language Processing Methods

Wenye Geng, Xuanfeng Qin, Tao Yang, Zhilei Cong, Zhuo Wang, Qing Kong, Zihui Tang, Lin Jiang

JMIR Med Inform 2020 (Dec 21); 8(12):e23082

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Technical Aspects of Developing Chatbots for Medical Applications: Scoping Review

Zeineb Safi, Alaa Abd-Alrazaq, Mohamed Khalifa, Mowafa Househ

J Med Internet Res 2020 (Dec 18); 22(12):e19127

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Detecting Miscoded Diabetes Diagnosis Codes in Electronic Health Records for Quality Improvement: Temporal Deep Learning Approach

Sina Rashidian, Kayley Abell-Hart, Janos Hajagos, Richard Moffitt, Veena Lingam, Victor Garcia, Chao-Wei Tsai, Fusheng Wang, Xinyu Dong, Siao Sun, Jianyuan Deng, Rajarsi Gupta, Joshua Miller, Joel Saltz, Mary Saltz

JMIR Med Inform 2020 (Dec 17); 8(12):e22649

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Predicted Influences of Artificial Intelligence on the Domains of Nursing: Scoping Review

Christine Buchanan, M Lyndsay Howitt, Rita Wilson, Richard G Booth, Tracie Risling, Megan Bamford

JMIR Nursing 2020 (Dec 17); 3(1):e23939

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Computing SARS-CoV-2 Infection Risk From Symptoms, Imaging, and Test Data: Diagnostic Model Development

Christopher D'Ambrosia, Henrik Christensen, Eliah Aronoff-Spencer

J Med Internet Res 2020 (Dec 16); 22(12):e24478

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Limitations of Deep Learning Attention Mechanisms in Clinical Research: Empirical Case Study Based on the Korean Diabetic Disease Setting

Junetae Kim, Sangwon Lee, Eugene Hwang, Kwang Sun Ryu, Hanseok Jeong, Jae Wook Lee, Yul Hwangbo, Kui Son Choi, Hyo Soung Cha

J Med Internet Res 2020 (Dec 16); 22(12):e18418

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Artificial Intelligence in the Fight Against COVID-19: Scoping Review

Alaa Abd-Alrazaq, Mohannad Alajlani, Dari Alhuwail, Jens Schneider, Saif Al-Kuwari, Zubair Shah, Mounir Hamdi, Mowafa Househ

J Med Internet Res 2020 (Dec 15); 22(12):e20756

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The Impact of Artificial Intelligence on the Chess World

Delia Monica Duca Iliescu

JMIR Serious Games 2020 (Dec 10); 8(4):e24049

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Evaluation of Four Artificial Intelligence–Assisted Self-Diagnosis Apps on Three Diagnoses: Two-Year Follow-Up Study

Aleksandar Ćirković

J Med Internet Res 2020 (Dec 04); 22(12):e18097

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An Artificial Intelligence–Based, Personalized Smartphone App to Improve Childhood Immunization Coverage and Timelines Among Children in Pakistan: Protocol for a Randomized Controlled Trial

Abdul Momin Kazi, Saad Ahmed Qazi, Sadori Khawaja, Nazia Ahsan, Rao Moueed Ahmed, Fareeha Sameen, Muhammad Ayub Khan Mughal, Muhammad Saqib, Sikander Ali, Hussain Kaleemuddin, Yasir Rauf, Mehreen Raza, Saima Jamal, Munir Abbasi, Lampros K Stergioulas

JMIR Res Protoc 2020 (Dec 04); 9(12):e22996

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Development and External Validation of a Machine Learning Tool to Rule Out COVID-19 Among Adults in the Emergency Department Using Routine Blood Tests: A Large, Multicenter, Real-World Study

Timothy B Plante, Aaron M Blau, Adrian N Berg, Aaron S Weinberg, Ik C Jun, Victor F Tapson, Tanya S Kanigan, Artur B Adib

J Med Internet Res 2020 (Dec 02); 22(12):e24048

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Machine Learning Electronic Health Record Identification of Patients with Rheumatoid Arthritis: Algorithm Pipeline Development and Validation Study

Tjardo D Maarseveen, Timo Meinderink, Marcel J T Reinders, Johannes Knitza, Tom W J Huizinga, Arnd Kleyer, David Simon, Erik B van den Akker, Rachel Knevel

JMIR Med Inform 2020 (Nov 30); 8(11):e23930

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Use Characteristics and Triage Acuity of a Digital Symptom Checker in a Large Integrated Health System: Population-Based Descriptive Study

Keith E Morse, Nicolai P Ostberg, Veena G Jones, Albert S Chan

J Med Internet Res 2020 (Nov 30); 22(11):e20549

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A Human-Algorithm Integration System for Hip Fracture Detection on Plain Radiography: System Development and Validation Study

Chi-Tung Cheng, Chih-Chi Chen, Fu-Jen Cheng, Huan-Wu Chen, Yi-Siang Su, Chun-Nan Yeh, I-Fang Chung, Chien-Hung Liao

JMIR Med Inform 2020 (Nov 27); 8(11):e19416

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Deep Learning–Based Detection of Early Renal Function Impairment Using Retinal Fundus Images: Model Development and Validation

Eugene Yu-Chuan Kang, Yi-Ting Hsieh, Chien-Hung Li, Yi-Jin Huang, Chang-Fu Kuo, Je-Ho Kang, Kuan-Jen Chen, Chi-Chun Lai, Wei-Chi Wu, Yih-Shiou Hwang

JMIR Med Inform 2020 (Nov 26); 8(11):e23472

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Automated Diagnosis of Various Gastrointestinal Lesions Using a Deep Learning–Based Classification and Retrieval Framework With a Large Endoscopic Database: Model Development and Validation

Muhammad Owais, Muhammad Arsalan, Tahir Mahmood, Jin Kyu Kang, Kang Ryoung Park

J Med Internet Res 2020 (Nov 26); 22(11):e18563

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Web- and Artificial Intelligence–Based Image Recognition For Sperm Motility Analysis: Verification Study

Vincent FS Tsai, Bin Zhuang, Yuan-Hung Pong, Ju-Ton Hsieh, Hong-Chiang Chang

JMIR Med Inform 2020 (Nov 19); 8(11):e20031

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