Tools, Programs and Algorithms

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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The Data-Adaptive Fellegi-Sunter Model for Probabilistic Record Linkage: Algorithm Development and Validation for Incorporating Missing Data and Field Selection

Xiaochun Li, Huiping Xu, Shaun Grannis

J Med Internet Res 2022 (Sep 29); 24(9):e33775

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Next-Generation Capabilities in Trusted Research Environments: Interview Study

Sanaz Kavianpour, James Sutherland, Esma Mansouri-Benssassi, Natalie Coull, Emily Jefferson

J Med Internet Res 2022 (Sep 20); 24(9):e33720

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A Free App for Diagnosing Burnout (BurnOut App): Development Study

Jordi Godia, Marc Pifarré, Jordi Vilaplana, Francesc Solsona, Francesc Abella, Antoni Calvo, Anna Mitjans, Maria Pau Gonzalez-Olmedo

JMIR Med Inform 2022 (Sep 06); 10(9):e30094

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Multicenter Validation of Natural Language Processing Algorithms for the Detection of Common Data Elements in Operative Notes for Total Hip Arthroplasty: Algorithm Development and Validation

Peijin Han, Sunyang Fu, Julie Kolis, Richard Hughes, Brian R Hallstrom, Martha Carvour, Hilal Maradit-Kremers, Sunghwan Sohn, VG Vinod Vydiswaran

JMIR Med Inform 2022 (Aug 31); 10(8):e38155

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Standard Vocabularies to Improve Machine Learning Model Transferability With Electronic Health Record Data: Retrospective Cohort Study Using Health Care–Associated Infection

Amber C Kiser, Karen Eilbeck, Jeffrey P Ferraro, David E Skarda, Matthew H Samore, Brian Bucher

JMIR Med Inform 2022 (Aug 30); 10(8):e39057

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Using the Diagnostic Odds Ratio to Select Patterns to Build an Interpretable Pattern-Based Classifier in a Clinical Domain: Multivariate Sequential Pattern Mining Study

Isidoro J Casanova, Manuel Campos, Jose M Juarez, Antonio Gomariz, Marta Lorente-Ros, Jose A Lorente

JMIR Med Inform 2022 (Aug 10); 10(8):e32319

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Quantification of Digital Body Maps for Pain: Development and Application of an Algorithm for Generating Pain Frequency Maps

Abhishek Dixit, Michael Lee

JMIR Form Res 2022 (Jun 24); 6(6):e36687

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Personalized Recommendations for Physical Activity e-Coaching (OntoRecoModel): Ontological Modeling

Ayan Chatterjee, Andreas Prinz

JMIR Med Inform 2022 (Jun 23); 10(6):e33847

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