Genomics and Bioinformatics for Clinical Use

Machine Learning for Predicting Stroke Risk Stratification Using Multiomics Data: Systematic Review

Hae Young Yoo, Hyerim Shin, Eun-Jung Kim, Youn-Jung Son

J Med Internet Res 2026 (Feb 19); 28:e85654

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Screen Time and Chronic Pain Health: Mendelian Randomization Study

Jiahui Jiang, Chunyan Pu, Jiarui Cai, Chuan Yu, Zhenmi Liu, Chenghan Xiao

J Med Internet Res 2026 (Feb 09); 28:e78233

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Neutrophil Percentage–to-Albumin Ratio as a Novel Prognostic Biomarker in Adult Diffuse Gliomas: Retrospective Study Integrating 3 Machine Learning Models and Cox Regression

Congcong Zhu, Jiyang An, Lili Zhou

JMIR Med Inform 2026 (Jan 13); 14:e79945

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SARS-CoV-2 Detection in International Travelers Through Wastewater-Based Epidemiology at the Kigali International Airport: Genomic Surveillance Study

Rwagasore Edson, Robert Rutayisire, Ziad El-Khatib, Olivier Nsekuye, Hugues Valois Mucunguzi, Raissa Muvunyi, Esperance Umumararungu, Eric Remera

JMIR Public Health Surveill 2025 (Nov 27); 11:e71104

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Identifying Biomedical Entities for Datasets in Scientific Articles: 4-Step Cache-Augmented Generation Approach Using GPT-4o and PubTator 3.0

Claudia Giuliani, Gita Benadi, Felix Engel, Jonas Werner, Manuel Watter, Guido Schwarzer, Olaf Groß, Robert Zeiser, Harald Binder, Klaus Kaier

JMIR Form Res 2025 (Nov 20); 9:e73822

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Association of Modifiable Lifestyle and Metabolic Factors With the Risk of Developing Sepsis: 2-Sample Mendelian Randomized Study

Haifeng Lv, Jing Liu, Yelin Cao, Weina Fan, Guojie Shen, Feifei Wang, Qingqing Ye, Xiaoliang Wu, Kaijin Xu

Interact J Med Res 2025 (Nov 03); 14:e72244

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Association of the Transmembrane Protease Serine 6 rs855791 Variant and Nongenetic Factors With Iron Deficiency Among Female Medical Students in Yogyakarta: Protocol for a Case-Control Study

Fenty Fenty, Erna Kristin, Tri Ratnaningsih, Supanji Supanji, Jajah Fachiroh, Dwi Aris Agung Nugrahaningsih

JMIR Res Protoc 2025 (Oct 29); 14:e79555

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Implementation Mapping to Identify Best Practices for Implementing Population-Wide Genomic Screening Programs: Protocol for the FOCUS (Facilitating the Implementation of Population-Wide Genomic Screening) Study

Megan Roberts, Jarrod Marable, Kimberly Foss, Cason Whitcomb, Deborah Cragun, Adam Buchanan, Miranda Hallquist, Nathaniel Baker, Rebecca Bosch, Derek W Craig, Ingrid Wagner, Maria Fernandez, Chanita Hughes-Halbert, Caitlin Allen

JMIR Res Protoc 2025 (Oct 07); 14:e73718

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Heterogeneous Network With Multiview Path Aggregation: Drug–Target Interaction Prediction Study Design

Haixue Zhao, Kui Yao, Yunjiong Liu, Chao Che, Lin Tang

JMIR Med Inform 2025 (Oct 02); 13:e74974

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Building a Standardized Cancer Synoptic Report With Semantic and Syntactic Interoperability: Development Study Using SNOMED CT and Fast Healthcare Interoperability Resources (FHIR)

Jieun Hwang, Alexander K Goel, Brian A Rous, George Birdsong, Paul A Seegers, Stefan Dubois, Thomas Rüdiger, Walter S Campbell

JMIR Med Inform 2025 (Sep 25); 13:e76870

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Need Analysis of Clinician-Oriented Integrated Precision Oncology Decision Support Tools: Qualitative Descriptive Study

Sheng Zheng, Yi Feng, Jieran Long, Xiang Li, Meng Zhang, Hui Chen, Xue Du, Huilong Duan, Shuqin Jia, Nan Wu, Xudong Lu

JMIR Hum Factors 2025 (Sep 08); 12:e67476

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Surveillance of the Genetic Signature in Circulating Tumor DNA for Guiding Adjuvant Chemotherapy in Urothelial Carcinoma: Protocol for a Pilot Randomized Controlled Trial

Yongle Zhan, Xiaohao Ruan, Yishuo Wu, Tsun Tsun Stacia Chun, Chi Yao, Ruofan Shi, Jiacheng Liu, Salida Ali, Ruochen Ma, Da Huang, Yi Gao, Ying Xu, Lu Chen, Qijun Du, Ada Tsui-Lin Ng, Cho Wing Bryan Li, Danfeng Xu, Rong Na

JMIR Res Protoc 2025 (Aug 26); 14:e72597

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Multimodal Integration in Health Care: Development With Applications in Disease Management

Yan Hao, Chao Cheng, Juanjuan Li, Hongwen Li, Xingsi Di, Xiaoxia Zeng, Shoumei Jin, Xiaodong Han, Chongsong Liu, Qianqian Wang, Bingying Luo, Xianhai Zeng, Ke Li

J Med Internet Res 2025 (Aug 21); 27:e76557

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Genotype Distribution and Migration Patterns of Hepatitis C Virus in Shandong Province, China: Molecular Epidemiology and Phylogenetic Study

Lin Lin, Guoyong Wang, Lianzheng Hao, Tingbin Yan

JMIR Med Inform 2025 (Aug 18); 13:e60207

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Design and Implementation of a Dashboard for Drug Interactions Mediated by Cytochromes Using a Health Care Data Warehouse in a University Hospital Center: Development Study

Laura Gosselin, Alexandre Maes, Kevin Eyer, Badisse Dahamna, Flavien Disson, Stefan Darmoni, Julien Wils, Julien Grosjean

JMIR Med Inform 2024 (Nov 28); 12:e57705

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Exploring the Intersection of Schizophrenia, Machine Learning, and Genomics: Scoping Review

Alexandre Hudon, Mélissa Beaudoin, Kingsada Phraxayavong, Stéphane Potvin, Alexandre Dumais

JMIR Bioinform Biotech 2024 (Nov 15); 5:e62752

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Methodology for Biological Sample Collection, Processing, and Storage in the Newcastle 1000 Pregnancy Cohort: Protocol for a Longitudinal, Prospective Population-Based Study in Australia

Joshua J Fisher, Tegan Grace, Nathan A Castles, Elizabeth A Jones, Sarah J Delforce, Alexandra E Peters, Gabrielle K Crombie, Emily C Hoedt, Kirby E Warren, Richard GS Kahl, Jonathan J Hirst, Kirsty G Pringle, Craig E Pennell

JMIR Res Protoc 2024 (Nov 15); 13:e63562

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Mapping Knowledge Landscapes and Emerging Trends in AI for Dementia Biomarkers: Bibliometric and Visualization Analysis

Wenhao Qi, Xiaohong Zhu, Danni He, Bin Wang, Shihua Cao, Chaoqun Dong, Yunhua Li, Yanfei Chen, Bingsheng Wang, Yankai Shi, Guowei Jiang, Fang Liu, Lizzy M M Boots, Jiaqi Li, Xiajing Lou, Jiani Yao, Xiaodong Lu, Junling Kang

J Med Internet Res 2024 (Aug 08); 26:e57830

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Deep Learning–Based Identification of Tissue of Origin for Carcinomas of Unknown Primary Using MicroRNA Expression: Algorithm Development and Validation

Ananya Raghu, Anisha Raghu, Jillian F Wise

JMIR Bioinform Biotech 2024 (Jul 24); 5:e56538

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Identifying Depression Through Machine Learning Analysis of Omics Data: Scoping Review

Brittany Taylor, Mollie Hobensack, Stephanie Niño de Rivera, Yihong Zhao, Ruth Masterson Creber, Kenrick Cato

JMIR Nursing 2024 (Jul 19); 7:e54810

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