Tools, Programs and Algorithms

Proposal of a Method for Transferring High-Quality Scientific Literature Data to Virtual Patient Cases Using Categorical Data Generated by Bernoulli-Distributed Random Values: Development and Prototypical Implementation

Christian Schmidt, Dorothea Kesztyüs, Martin Haag, Manfred Wilhelm, Tibor Kesztyüs

JMIR Med Educ 2023;9:e43988

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Mining Sensor Data to Assess Changes in Physical Activity Behaviors in Health Interventions: Systematic Review

Claudio Diaz, Corinne Caillaud, Kalina Yacef

JMIR Med Inform 2023;11:e41153

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Development of an Open-source and Lightweight Sensor Recording Software System for Conducting Biomedical Research: Technical Report

Michael Single, Lena C Bruhin, Narayan Schütz, Aileen C Naef, Heinz Hegi, Pascal Reuse, Kaspar A Schindler, Paul Krack, Roland Wiest, Andrew Chan, Tobias Nef, Stephan M Gerber

JMIR Form Res 2023;7:e43092

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Functional Requirements for Medical Data Integration into Knowledge Management Environments: Requirements Elicitation Approach Based on Systematic Literature Analysis

Benjamin Kinast, Hannes Ulrich, Björn Bergh, Björn Schreiweis

J Med Internet Res 2023;25:e41344

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Unique Device Identification–Based Linkage of Hierarchically Accessible Data Domains in Prospective Surgical Hospital Data Ecosystems: User-Centered Design Approach

Karol Kozak, André Seidel, Nataliia Matvieieva, Constanze Neupetsch, Uwe Teicher, Gordon Lemme, Anas Ben Achour, Martin Barth, Steffen Ihlenfeldt, Welf-Guntram Drossel

JMIR Med Inform 2023;11:e41614

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A Linked Open Data–Based Terminology to Describe Libre/Free and Open-source Software: Incremental Development Study

Franziska Jahn, Elske Ammenwerth, Verena Dornauer, Konrad Höffner, Michelle Bindel, Thomas Karopka, Alfred Winter

JMIR Med Inform 2023;11:e38861

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Dealing With Missing, Imbalanced, and Sparse Features During the Development of a Prediction Model for Sudden Death Using Emergency Medicine Data: Machine Learning Approach

Xiaojie Chen, Han Chen, Shan Nan, Xiangtian Kong, Huilong Duan, Haiyan Zhu

JMIR Med Inform 2023;11:e38590

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Scalable Causal Structure Learning: Scoping Review of Traditional and Deep Learning Algorithms and New Opportunities in Biomedicine

Pulakesh Upadhyaya, Kai Zhang, Can Li, Xiaoqian Jiang, Yejin Kim

JMIR Med Inform 2023;11:e38266

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Construction of Cohorts of Similar Patients From Automatic Extraction of Medical Concepts: Phenotype Extraction Study

Christel Gérardin, Arthur Mageau, Arsène Mékinian, Xavier Tannier, Fabrice Carrat

JMIR Med Inform 2022 (Dec 19); 10(12):e42379

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Detecting Elevated Air Pollution Levels by Monitoring Web Search Queries: Algorithm Development and Validation

Chen Lin, Safoora Yousefi, Elvis Kahoro, Payam Karisani, Donghai Liang, Jeremy Sarnat, Eugene Agichtein

JMIR Form Res 2022 (Dec 19); 6(12):e23422

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Software-Based Simulation on a 3D Environment for Vaccination Teaching and Learning: Design Science Research

Daniel Domingueti, Darlinton Barbosa Feres Carvalho, Diego Roberto Colombo Dias, Valéria Conceição Oliveira

JMIR Med Educ 2022 (Dec 02); 8(4):e35712

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Phenotype Algorithms to Identify Hidradenitis Suppurativa Using Real-World Data: Development and Validation Study

Jill Hardin, Gayle Murray, Joel Swerdel

JMIR Dermatol 2022 (Nov 30); 5(4):e38783

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Measurement of Vital Signs Using Lifelight Remote Photoplethysmography: Results of the VISION-D and VISION-V Observational Studies

Emily Heiden, Tom Jones, Annika Brogaard Maczka, Melissa Kapoor, Milan Chauhan, Laura Wiffen, Helen Barham, Jeremy Holland, Manish Saxena, Simon Wegerif, Thomas Brown, Mitch Lomax, Heather Massey, Shahin Rostami, Laurence Pearce, Anoop Chauhan

JMIR Form Res 2022 (Nov 14); 6(11):e36340

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Training a Deep Contextualized Language Model for International Classification of Diseases, 10th Revision Classification via Federated Learning: Model Development and Validation Study

Pei-Fu Chen, Tai-Liang He, Sheng-Che Lin, Yuan-Chia Chu, Chen-Tsung Kuo, Feipei Lai, Ssu-Ming Wang, Wan-Xuan Zhu, Kuan-Chih Chen, Lu-Cheng Kuo, Fang-Ming Hung, Yu-Cheng Lin, I-Chang Tsai, Chi-Hao Chiu, Shu-Chih Chang, Chi-Yu Yang

JMIR Med Inform 2022 (Nov 10); 10(11):e41342

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Prediction of Antibody-Antigen Binding via Machine Learning: Development of Data Sets and Evaluation of Methods

Chao Ye, Wenxing Hu, Bruno Gaeta

JMIR Bioinform Biotech 2022 (Oct 28); 3(1):e29404

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Prediction of COVID-19 Infections for Municipalities in the Netherlands: Algorithm Development and Interpretation

Tjeerd van der Ploeg, Robbert J J Gobbens

JMIR Public Health Surveill 2022 (Oct 20); 8(10):e38450

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Standardized Description of the Feature Extraction Process to Transform Raw Data Into Meaningful Information for Enhancing Data Reuse: Consensus Study

Antoine Lamer, Mathilde Fruchart, Nicolas Paris, Benjamin Popoff, Anaïs Payen, Thibaut Balcaen, William Gacquer, Guillaume Bouzillé, Marc Cuggia, Matthieu Doutreligne, Emmanuel Chazard

JMIR Med Inform 2022 (Oct 17); 10(10):e38936

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Evolving Hybrid Partial Genetic Algorithm Classification Model for Cost-effective Frailty Screening: Investigative Study

John Oates, Niusha Shafiabady, Rachel Ambagtsheer, Justin Beilby, Chris Seiboth, Elsa Dent

JMIR Aging 2022 (Oct 07); 5(4):e38464

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Demonstration and Performance Evaluation of Two Novel Algorithms for Removing Artifacts From Automated Intraoperative Temperature Data Sets: Multicenter, Observational, Retrospective Study

Amit Bardia, Ranjit Deshpande, George Michel, David Yanez, Feng Dai, Nathan L Pace, Kevin Schuster, Michael R Mathis, Sachin Kheterpal, Robert B Schonberger

JMIR Perioper Med 2022 (Oct 05); 5(1):e37174

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Defining Recommendations to Guide User Interface Design: Multimethod Approach

Ceci Diehl, Ana Martins, Ana Almeida, Telmo Silva, Óscar Ribeiro, Gonçalo Santinha, Nelson Rocha, Anabela G Silva

JMIR Hum Factors 2022 (Sep 30); 9(3):e37894

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