Data Science

NephroCAGE—German-Canadian Consortium on AI for Improved Kidney Transplantation Outcome: Protocol for an Algorithm Development and Validation Study

Matthieu-P Schapranow, Mozhgan Bayat, Aadil Rasheed, Marcel Naik, Verena Graf, Danilo Schmidt, Klemens Budde, Héloïse Cardinal, Ruth Sapir-Pichhadze, Franz Fenninger, Karen Sherwood, Paul Keown, Oliver P Günther, Konstantin D Pandl, Florian Leiser, Scott Thiebes, Ali Sunyaev, Matthias Niemann, Andreas Schimanski, Thomas Klein

JMIR Res Protoc 2023 (Dec 22); 12:e48892

Download Citation: END BibTex RIS

A Pragmatic Method to Integrate Data From Preexisting Cohort Studies Using the Clinical Data Interchange Standards Consortium (CDISC) Study Data Tabulation Model: Case Study

Keiichi Matsuzaki, Megumi Kitayama, Keiichi Yamamoto, Rei Aida, Takumi Imai, Mami Ishida, Ritsuko Katafuchi, Tetsuya Kawamura, Takashi Yokoo, Ichiei Narita, Yusuke Suzuki

JMIR Med Inform 2023 (Dec 21); 11:e46725

Download Citation: END BibTex RIS

Effects of Internal and External Factors on Hospital Data Breaches: Quantitative Study

Diane Dolezel, Brad Beauvais, Paula Stigler Granados, Lawrence Fulton, Clemens Scott Kruse

J Med Internet Res 2023 (Dec 21); 25:e51471

Download Citation: END BibTex RIS

Tensorial Principal Component Analysis in Detecting Temporal Trajectories of Purchase Patterns in Loyalty Card Data: Retrospective Cohort Study

Reija Autio, Joni Virta, Klaus Nordhausen, Mikael Fogelholm, Maijaliisa Erkkola, Jaakko Nevalainen

J Med Internet Res 2023 (Dec 15); 25:e44599

Download Citation: END BibTex RIS

Traceable Research Data Sharing in a German Medical Data Integration Center With FAIR (Findability, Accessibility, Interoperability, and Reusability)-Geared Provenance Implementation: Proof-of-Concept Study

Kerstin Gierend, Dagmar Waltemath, Thomas Ganslandt, Fabian Siegel

JMIR Form Res 2023 (Dec 07); 7:e50027

Download Citation: END BibTex RIS

Patient Information Summarization in Clinical Settings: Scoping Review

Daniel Keszthelyi, Christophe Gaudet-Blavignac, Mina Bjelogrlic, Christian Lovis

JMIR Med Inform 2023 (Nov 28); 11:e44639

Download Citation: END BibTex RIS

Synthetic Tabular Data Based on Generative Adversarial Networks in Health Care: Generation and Validation Using the Divide-and-Conquer Strategy

Ha Ye Jin Kang, Erdenebileg Batbaatar, Dong-Woo Choi, Kui Son Choi, Minsam Ko, Kwang Sun Ryu

JMIR Med Inform 2023 (Nov 24); 11:e47859

Download Citation: END BibTex RIS

A Conference (Missingness in Action) to Address Missingness in Data and AI in Health Care: Qualitative Thematic Analysis

Christian Rose, Rachel Barber, Carl Preiksaitis, Ireh Kim, Nikesh Mishra, Kristen Kayser, Italo Brown, Michael Gisondi

J Med Internet Res 2023 (Nov 23); 25:e49314

Download Citation: END BibTex RIS

Public Preferences for Digital Health Data Sharing: Discrete Choice Experiment Study in 12 European Countries

Roberta Biasiotto, Jennifer Viberg Johansson, Melaku Birhanu Alemu, Virginia Romano, Heidi Beate Bentzen, Jane Kaye, Mirko Ancillotti, Johanna Maria Catharina Blom, Gauthier Chassang, Dara Hallinan, Guðbjörg Andrea Jónsdóttir, Aníbal Monasterio Astobiza, Emmanuelle Rial-Sebbag, David Rodríguez-Arias, Nisha Shah, Lea Skovgaard, Ciara Staunton, Katharina Tschigg, Jorien Veldwijk, Deborah Mascalzoni

J Med Internet Res 2023 (Nov 23); 25:e47066

Download Citation: END BibTex RIS

Potential Schizophrenia Disease-Related Genes Prediction Using Metagraph Representations Based on a Protein-Protein Interaction Keyword Network: Framework Development and Validation

Shirui Yu, Ziyang Wang, Jiale Nan, Aihua Li, Xuemei Yang, Xiaoli Tang

JMIR Form Res 2023 (Nov 15); 7:e50998

Download Citation: END BibTex RIS

The Journey of Data Within a Global Data Sharing Initiative: A Federated 3-Layer Data Analysis Pipeline to Scale Up Multiple Sclerosis Research

Ashkan Pirmani, Edward De Brouwer, Lotte Geys, Tina Parciak, Yves Moreau, Liesbet M Peeters

JMIR Med Inform 2023 (Nov 09); 11:e48030

Download Citation: END BibTex RIS

The Status of Data Management Practices Across German Medical Data Integration Centers: Mixed Methods Study

Kerstin Gierend, Sherry Freiesleben, Dennis Kadioglu, Fabian Siegel, Thomas Ganslandt, Dagmar Waltemath

J Med Internet Res 2023 (Nov 08); 25:e48809

Download Citation: END BibTex RIS

Assessing the Use of German Claims Data Vocabularies for Research in the Observational Medical Outcomes Partnership Common Data Model: Development and Evaluation Study

Elisa Henke, Michéle Zoch, Michael Kallfelz, Thomas Ruhnke, Liz Annika Leutner, Melissa Spoden, Christian Günster, Martin Sedlmayr, Franziska Bathelt

JMIR Med Inform 2023 (Nov 07); 11:e47959

Download Citation: END BibTex RIS

Data Quality in Health Research: Integrative Literature Review

Filipe Andrade Bernardi, Domingos Alves, Nathalia Crepaldi, Diego Bettiol Yamada, Vinícius Costa Lima, Rui Rijo

J Med Internet Res 2023 (Oct 31); 25:e41446

Download Citation: END BibTex RIS

Potential Target Discovery and Drug Repurposing for Coronaviruses: Study Involving a Knowledge Graph–Based Approach

Pei Lou, An Fang, Wanqing Zhao, Kuanda Yao, Yusheng Yang, Jiahui Hu

J Med Internet Res 2023 (Oct 20); 25:e45225

Download Citation: END BibTex RIS

The BioRef Infrastructure, a Framework for Real-Time, Federated, Privacy-Preserving, and Personalized Reference Intervals: Design, Development, and Application

Tobias Ueli Blatter, Harald Witte, Jules Fasquelle-Lopez, Christos Theodoros Nakas, Jean Louis Raisaro, Alexander Benedikt Leichtle

J Med Internet Res 2023 (Oct 18); 25:e47254

Download Citation: END BibTex RIS

A Multilabel Text Classifier of Cancer Literature at the Publication Level: Methods Study of Medical Text Classification

Ying Zhang, Xiaoying Li, Yi Liu, Aihua Li, Xuemei Yang, Xiaoli Tang

JMIR Med Inform 2023 (Oct 05); 11:e44892

Download Citation: END BibTex RIS

Normal Workflow and Key Strategies for Data Cleaning Toward Real-World Data: Viewpoint

Manping Guo, Yiming Wang, Qiaoning Yang, Rui Li, Yang Zhao, Chenfei Li, Mingbo Zhu, Yao Cui, Xin Jiang, Song Sheng, Qingna Li, Rui Gao

Interact J Med Res 2023 (Sep 21); 12:e44310

Download Citation: END BibTex RIS

Large-Scale Biomedical Relation Extraction Across Diverse Relation Types: Model Development and Usability Study on COVID-19

Zeyu Zhang, Meng Fang, Rebecca Wu, Hui Zong, Honglian Huang, Yuantao Tong, Yujia Xie, Shiyang Cheng, Ziyi Wei, M James C Crabbe, Xiaoyan Zhang, Ying Wang

J Med Internet Res 2023 (Sep 20); 25:e48115

Download Citation: END BibTex RIS

The Australian Genetic Heart Disease Registry: Protocol for a Data Linkage Study

Alexandra Butters, Bianca Blanch, Anna Kemp-Casey, Judy Do, Laura Yeates, Felicity Leslie, Christopher Semsarian, Lee Nedkoff, Tom Briffa, Jodie Ingles, Joanna Sweeting

JMIR Res Protoc 2023 (Sep 20); 12:e48636

Download Citation: END BibTex RIS