Computer-Aided Diagnosis

Machine Learning Approach to Predicting COVID-19 Disease Severity Based on Clinical Blood Test Data: Statistical Analysis and Model Development

Sakifa Aktar, Md Martuza Ahamad, Md Rashed-Al-Mahfuz, AKM Azad, Shahadat Uddin, AHM Kamal, Salem A Alyami, Ping-I Lin, Sheikh Mohammed Shariful Islam, Julian MW Quinn, Valsamma Eapen, Mohammad Ali Moni

JMIR Med Inform 2021 (Apr 13); 9(4):e25884

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e-Learning for Instruction and to Improve Reproducibility of Scoring Tumor-Stroma Ratio in Colon Carcinoma: Performance and Reproducibility Assessment in the UNITED Study

Marloes A Smit, Gabi W van Pelt, Elisabeth MC Dequeker, Raed Al Dieri, Rob AEM Tollenaar, J Han JM van Krieken, Wilma E Mesker, UNITED Group

JMIR Form Res 2021 (Mar 19); 5(3):e19408

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Natural Language Processing of Clinical Notes to Identify Mental Illness and Substance Use Among People Living with HIV: Retrospective Cohort Study

Jessica P Ridgway, Arno Uvin, Jessica Schmitt, Tomasz Oliwa, Ellen Almirol, Samantha Devlin, John Schneider

JMIR Med Inform 2021 (Mar 10); 9(3):e23456

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Designing a Personalized Health Dashboard: Interdisciplinary and Participatory Approach

Miriam Weijers, Caroline Bastiaenen, Frans Feron, Kay Schröder

JMIR Form Res 2021 (Feb 09); 5(2):e24061

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Preliminary Screening for Hereditary Breast and Ovarian Cancer Using a Chatbot Augmented Intelligence Genetic Counselor: Development and Feasibility Study

Ann Sato, Eri Haneda, Nobuyasu Suganuma, Hiroto Narimatsu

JMIR Form Res 2021 (Feb 05); 5(2):e25184

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Comparison of Endoscopy First and Laparoscopic Cholecystectomy First Strategies for Patients With Gallstone Disease and Intermediate Risk of Choledocholithiasis: Protocol for a Clinical Randomized Controlled Trial

Ausra Aleknaite, Gintaras Simutis, Juozas Stanaitis, Tomas Jucaitis, Mantas Drungilas, Jonas Valantinas, Kestutis Strupas

JMIR Res Protoc 2021 (Feb 04); 10(2):e18837

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An Application of Machine Learning to Etiological Diagnosis of Secondary Hypertension: Retrospective Study Using Electronic Medical Records

Xiaolin Diao, Yanni Huo, Zhanzheng Yan, Haibin Wang, Jing Yuan, Yuxin Wang, Jun Cai, Wei Zhao

JMIR Med Inform 2021 (Jan 25); 9(1):e19739

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Accurately Differentiating Between Patients With COVID-19, Patients With Other Viral Infections, and Healthy Individuals: Multimodal Late Fusion Learning Approach

Ming Xu, Liu Ouyang, Lei Han, Kai Sun, Tingting Yu, Qian Li, Hua Tian, Lida Safarnejad, Hengdong Zhang, Yue Gao, Forrest Sheng Bao, Yuanfang Chen, Patrick Robinson, Yaorong Ge, Baoli Zhu, Jie Liu, Shi Chen

J Med Internet Res 2021 (Jan 06); 23(1):e25535

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Young Adults’ Perspectives on the Use of Symptom Checkers for Self-Triage and Self-Diagnosis: Qualitative Study

Stephanie Aboueid, Samantha Meyer, James R Wallace, Shreya Mahajan, Ashok Chaurasia

JMIR Public Health Surveill 2021 (Jan 06); 7(1):e22637

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Artificial Intelligence for the Prediction of Helicobacter Pylori Infection in Endoscopic Images: Systematic Review and Meta-Analysis Of Diagnostic Test Accuracy

Chang Seok Bang, Jae Jun Lee, Gwang Ho Baik

J Med Internet Res 2020 (Sep 16); 22(9):e21983

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Identifying Key Predictors of Cognitive Dysfunction in Older People Using Supervised Machine Learning Techniques: Observational Study

Debbie Rankin, Michaela Black, Bronac Flanagan, Catherine F Hughes, Adrian Moore, Leane Hoey, Jonathan Wallace, Chris Gill, Paul Carlin, Anne M Molloy, Conal Cunningham, Helene McNulty

JMIR Med Inform 2020 (Sep 16); 8(9):e20995

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An Intelligent Mobile-Enabled System for Diagnosing Parkinson Disease: Development and Validation of a Speech Impairment Detection System

Liang Zhang, Yue Qu, Bo Jin, Lu Jing, Zhan Gao, Zhanhua Liang

JMIR Med Inform 2020 (Sep 16); 8(9):e18689

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An Innovative Artificial Intelligence–Based App for the Diagnosis of Gestational Diabetes Mellitus (GDM-AI): Development Study

Jiayi Shen, Jiebin Chen, Zequan Zheng, Jiabin Zheng, Zherui Liu, Jian Song, Sum Yi Wong, Xiaoling Wang, Mengqi Huang, Po-Han Fang, Bangsheng Jiang, Winghei Tsang, Zonglin He, Taoran Liu, Babatunde Akinwunmi, Chi Chiu Wang, Casper J P Zhang, Jian Huang, Wai-Kit Ming

J Med Internet Res 2020 (Sep 15); 22(9):e21573

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