Advanced Data Analytics in eHealth

Motion Artifact Reduction in Electrocardiogram Signals Through a Redundant Denoising Independent Component Analysis Method for Wearable Health Care Monitoring Systems: Algorithm Development and Validation

Fabian Andres Castaño Usuga, Christian Gissel, Alher Mauricio Hernández

JMIR Med Inform 2022 (Nov 25); 10(11):e40826

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Discovery and Analytical Validation of a Vocal Biomarker to Monitor Anosmia and Ageusia in Patients With COVID-19: Cross-sectional Study

Eduardo Higa, Abir Elbéji, Lu Zhang, Aurélie Fischer, Gloria A Aguayo, Petr V Nazarov, Guy Fagherazzi

JMIR Med Inform 2022 (Nov 08); 10(11):e35622

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Realizing the Potential of Computer-Assisted Surgery by Embedding Digital Twin Technology

Jiaxin Qin, Jian Wu

JMIR Med Inform 2022 (Nov 08); 10(11):e35138

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The Application of Graph Theoretical Analysis to Complex Networks in Medical Malpractice in China: Qualitative Study

Shengjie Dong, Chenshu Shi, Wu Zeng, Zhiying Jia, Minye Dong, Yuyin Xiao, Guohong Li

JMIR Med Inform 2022 (Nov 03); 10(11):e35709

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Linking Biomedical Data Warehouse Records With the National Mortality Database in France: Large-scale Matching Algorithm

Vianney Guardiolle, Adrien Bazoge, Emmanuel Morin, Béatrice Daille, Delphine Toublant, Guillaume Bouzillé, Youenn Merel, Morgane Pierre-Jean, Alexandre Filiot, Marc Cuggia, Matthieu Wargny, Antoine Lamer, Pierre-Antoine Gourraud

JMIR Med Inform 2022 (Nov 01); 10(11):e36711

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Bridging the European Data Sharing Divide in Genomic Science

Fruzsina Molnár-Gábor, Michael J S Beauvais, Alexander Bernier, Maria Pilar Nicolas Jimenez, Mikel Recuero, Bartha Maria Knoppers

J Med Internet Res 2022 (Oct 19); 24(10):e37236

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A Syntactic Information–Based Classification Model for Medical Literature: Algorithm Development and Validation Study

Wentai Tang, Jian Wang, Hongfei Lin, Di Zhao, Bo Xu, Yijia Zhang, Zhihao Yang

JMIR Med Inform 2022 (Aug 02); 10(8):e37817

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Classification of Twitter Vaping Discourse Using BERTweet: Comparative Deep Learning Study

William Baker, Jason B Colditz, Page D Dobbs, Huy Mai, Shyam Visweswaran, Justin Zhan, Brian A Primack

JMIR Med Inform 2022 (Jul 21); 10(7):e33678

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Machine Learning Support for Decision-Making in Kidney Transplantation: Step-by-step Development of a Technological Solution

François-Xavier Paquette, Amir Ghassemi, Olga Bukhtiyarova, Moustapha Cisse, Natanael Gagnon, Alexia Della Vecchia, Hobivola A Rabearivelo, Youssef Loudiyi

JMIR Med Inform 2022 (Jun 14); 10(6):e34554

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Noninvasive Screening Tool for Hyperkalemia Using a Single-Lead Electrocardiogram and Deep Learning: Development and Usability Study

Erdenebayar Urtnasan, Jung Hun Lee, Byungjin Moon, Hee Young Lee, Kyuhee Lee, Hyun Youk

JMIR Med Inform 2022 (Jun 03); 10(6):e34724

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Improving Research Patient Data Repositories From a Health Data Industry Viewpoint

Chunlei Tang, Jing Ma, Li Zhou, Joseph Plasek, Yuqing He, Yun Xiong, Yangyong Zhu, Yajun Huang, David Bates

J Med Internet Res 2022 (May 11); 24(5):e32845

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Automating Large-scale Health Care Service Feedback Analysis: Sentiment Analysis and Topic Modeling Study

George Alexander, Mohammed Bahja, Gibran Farook Butt

JMIR Med Inform 2022 (Apr 11); 10(4):e29385

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The Disparity and Dynamics of Social Distancing Behaviors in Japan: Investigation of Mobile Phone Mobility Data

Zeyu Lyu, Hiroki Takikawa

JMIR Med Inform 2022 (Mar 22); 10(3):e31557

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Patient-Level Fall Risk Prediction Using the Observational Medical Outcomes Partnership’s Common Data Model: Pilot Feasibility Study

Hyesil Jung, Sooyoung Yoo, Seok Kim, Eunjeong Heo, Borham Kim, Ho-Young Lee, Hee Hwang

JMIR Med Inform 2022 (Mar 11); 10(3):e35104

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Real-world Health Data and Precision for the Diagnosis of Acute Kidney Injury, Acute-on-Chronic Kidney Disease, and Chronic Kidney Disease: Observational Study

Karen Triep, Alexander Benedikt Leichtle, Martin Meister, Georg Martin Fiedler, Olga Endrich

JMIR Med Inform 2022 (Jan 25); 10(1):e31356

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Patient Representation Learning From Heterogeneous Data Sources and Knowledge Graphs Using Deep Collective Matrix Factorization: Evaluation Study

Sajit Kumar, Alicia Nanelia, Ragunathan Mariappan, Adithya Rajagopal, Vaibhav Rajan

JMIR Med Inform 2022 (Jan 20); 10(1):e28842

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Cocreating a Harmonized Living Lab for Big Data–Driven Hybrid Persona Development: Protocol for Cocreating, Testing, and Seeking Consensus

Teemu Santonen, Despoina Petsani, Mikko Julin, Markus Garschall, Johannes Kropf, Vicky Van der Auwera, Sylvie Bernaerts, Raquel Losada, Rosa Almeida, Jokin Garatea, Idoia Muñoz, Eniko Nagy, Eva Kehayia, Elaine de Guise, Sylvie Nadeau, Nancy Azevedo, Sofia Segkouli, Ioulietta Lazarou, Vasileia Petronikolou, Panagiotis Bamidis, Evdokimos Konstantinidis

JMIR Res Protoc 2022 (Jan 06); 11(1):e34567

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