Cancer genomic data analysis
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Convolutional Neural Network–Based Automatic Classification of Colorectal and Prostate Tumor Biopsies Using Multispectral Imagery: System Development Study
JMIR Bioinform Biotech 2022 (Feb 09); 3(1):e27394
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Bioinformatics, genomics, tools and databases
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Novel Molecular Networks and Regulatory MicroRNAs in Type 2 Diabetes Mellitus: Multiomics Integration and Interactomics Study
JMIR Bioinform Biotech 2022 (Feb 23); 3(1):e32437
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An Analysis of Different Distance-Linkage Methods for Clustering Gene Expression Data and Observing Pleiotropy: Empirical Study
JMIR Bioinform Biotech 2022 (Jun 17); 3(1):e30890
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Monitoring Physical Behavior in Rehabilitation Using a Machine Learning–Based Algorithm for Thigh-Mounted Accelerometers: Development and Validation Study
JMIR Bioinform Biotech 2022 (Jul 26); 3(1):e38512
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Reducing Crowding in Emergency Departments With Early Prediction of Hospital Admission of Adult Patients Using Biomarkers Collected at Triage: Retrospective Cohort Study
JMIR Bioinform Biotech 2022 (Sep 13); 3(1):e38845
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Treatment Discontinuation Prediction in Patients With Diabetes Using a Ranking Model: Machine Learning Model Development
JMIR Bioinform Biotech 2022 (Sep 23); 3(1):e37951
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Genome Analysis and Visualization
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The Easy-to-Use SARS-CoV-2 Assembler for Genome Sequencing: Development Study
JMIR Bioinform Biotech 2022 (Mar 14); 3(1):e31536
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Differential Expression of Long Noncoding RNAs in Murine Myoblasts After Short Hairpin RNA-Mediated Dysferlin Silencing In Vitro: Microarray Profiling
JMIR Bioinform Biotech 2022 (Jun 17); 3(1):e33186
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Identification of a Novel c.3080delC JAG1 Gene Mutation Associated With Alagille Syndrome: Whole Exome Sequencing
JMIR Bioinform Biotech 2022 (Jul 08); 3(1):e33946
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Diagnosis of a Single-Nucleotide Variant in Whole-Exome Sequencing Data for Patients With Inherited Diseases: Machine Learning Study Using Artificial Intelligence Variant Prioritization
JMIR Bioinform Biotech 2022 (Sep 15); 3(1):e37701
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A Bioinformatics Tool for Predicting Future COVID-19 Waves Based on a Retrospective Analysis of the Second Wave in India: Model Development Study
JMIR Bioinform Biotech 2022 (Sep 22); 3(1):e36860
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Prediction of Antibody-Antigen Binding via Machine Learning: Development of Data Sets and Evaluation of Methods
JMIR Bioinform Biotech 2022 (Oct 28); 3(1):e29404
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Genomic and Evolutionary Analysis in COVID-19
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Identification of Potential Vaccine Candidates Against SARS-CoV-2 to Fight COVID-19: Reverse Vaccinology Approach
JMIR Bioinform Biotech 2022 (Apr 26); 3(1):e32401
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In Silico Comparative Analysis of the Functional, Structural, and Evolutionary Properties of SARS-CoV-2 Variant Spike Proteins
JMIR Bioinform Biotech 2022 (May 30); 3(1):e37391
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Development of a Multiepitope Vaccine Against SARS-CoV-2: Immunoinformatics Study
JMIR Bioinform Biotech 2022 (Jul 19); 3(1):e36100
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Review
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Digital Phenotyping in Health Using Machine Learning Approaches: Scoping Review
JMIR Bioinform Biotech 2022 (Jul 18); 3(1):e39618
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AI applications in genomics and pathology informatics, including generative AI
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Exploring the Applicability of Using Natural Language Processing to Support Nationwide Venous Thromboembolism Surveillance: Model Evaluation Study
JMIR Bioinform Biotech 2022 (Aug 05); 3(1):e36877
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The Application of Machine Learning in Predicting Mortality Risk in Patients With Severe Femoral Neck Fractures: Prediction Model Development Study
JMIR Bioinform Biotech 2022 (Aug 19); 3(1):e38226
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Immunoinformatics and Pathology informatics
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Seasonality of Hashimoto Thyroiditis: Infodemiology Study of Google Trends Data
JMIR Bioinform Biotech 2022 (Sep 01); 3(1):e38976
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Multiple-Inputs Convolutional Neural Network for COVID-19 Classification and Critical Region Screening From Chest X-ray Radiographs: Model Development and Performance Evaluation
JMIR Bioinform Biotech 2022 (Oct 04); 3(1):e36660
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