2022

Convolutional Neural Network–Based Automatic Classification of Colorectal and Prostate Tumor Biopsies Using Multispectral Imagery: System Development Study

Remy Peyret, Duaa alSaeed, Fouad Khelifi, Nadia Al-Ghreimil, Heyam Al-Baity, Ahmed Bouridane

JMIR Bioinform Biotech 2022 (Feb 09); 3(1):e27394

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Novel Molecular Networks and Regulatory MicroRNAs in Type 2 Diabetes Mellitus: Multiomics Integration and Interactomics Study

Manoj Khokhar, Dipayan Roy, Sojit Tomo, Ashita Gadwal, Praveen Sharma, Purvi Purohit

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

Joydhriti Choudhury, Faisal Bin Ashraf

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

Frederik Skovbjerg, Helene Honoré, Inger Mechlenburg, Matthijs Lipperts, Rikke Gade, Erhard Trillingsgaard Næss-Schmidt

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

Ann Corneille Monahan, Sue S Feldman, Tony P Fitzgerald

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

Hisashi Kurasawa, Kayo Waki, Akihiro Chiba, Tomohisa Seki, Katsuyoshi Hayashi, Akinori Fujino, Tsuneyuki Haga, Takashi Noguchi, Kazuhiko Ohe

JMIR Bioinform Biotech 2022 (Sep 23); 3(1):e37951

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The Easy-to-Use SARS-CoV-2 Assembler for Genome Sequencing: Development Study

Martina Rueca, Emanuela Giombini, Francesco Messina, Barbara Bartolini, Antonino Di Caro, Maria Rosaria Capobianchi, Cesare EM Gruber

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

Richa Singhal, Rachel Lukose, Gwenyth Carr, Afsoon Moktar, Ana Lucia Gonzales-Urday, Eric C Rouchka, Bathri N Vajravelu

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

Deepak Panwar, Vandana Lal, Atul Thatai

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

Yu-Shan Huang, Ching Hsu, Yu-Chang Chune, I-Cheng Liao, Hsin Wang, Yi-Lin Lin, Wuh-Liang Hwu, Ni-Chung Lee, Feipei Lai

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

Ashutosh Kumar, Adil Asghar, Prakhar Dwivedi, Gopichand Kumar, Ravi K Narayan, Rakesh K Jha, Rakesh Parashar, Chetan Sahni, Sada N Pandey

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

Chao Ye, Wenxing Hu, Bruno Gaeta

JMIR Bioinform Biotech 2022 (Oct 28); 3(1):e29404

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Identification of Potential Vaccine Candidates Against SARS-CoV-2 to Fight COVID-19: Reverse Vaccinology Approach

Ekta Gupta, Rupesh Kumar Mishra, Ravi Ranjan Kumar Niraj

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

Renukaradhya K Math, Nayana Mudennavar, Palaksha Kanive Javaregowda, Ambuja Savanur

JMIR Bioinform Biotech 2022 (May 30); 3(1):e37391

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Development of a Multiepitope Vaccine Against SARS-CoV-2: Immunoinformatics Study

Fatemeh Ghafouri, Reza Ahangari Cohan, Hilda Samimi, Ali Hosseini Rad S M, Mahmood Naderi, Farshid Noorbakhsh, Vahid Haghpanah

JMIR Bioinform Biotech 2022 (Jul 19); 3(1):e36100

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Digital Phenotyping in Health Using Machine Learning Approaches: Scoping Review

Schenelle Dayna Dlima, Santosh Shevade, Sonia Rebecca Menezes, Aakash Ganju

JMIR Bioinform Biotech 2022 (Jul 18); 3(1):e39618

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Exploring the Applicability of Using Natural Language Processing to Support Nationwide Venous Thromboembolism Surveillance: Model Evaluation Study

Aaron Wendelboe, Ibrahim Saber, Justin Dvorak, Alys Adamski, Natalie Feland, Nimia Reyes, Karon Abe, Thomas Ortel, Gary Raskob

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

Lingxiao Xu, Jun Liu, Chunxia Han, Zisheng Ai

JMIR Bioinform Biotech 2022 (Aug 19); 3(1):e38226

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Seasonality of Hashimoto Thyroiditis: Infodemiology Study of Google Trends Data

Robert Marcec, Josip Stjepanovic, Robert Likic

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

Zhongqiang Li, Zheng Li, Luke Yao, Qing Chen, Jian Zhang, Xin Li, Ji-Ming Feng, Yanping Li, Jian Xu

JMIR Bioinform Biotech 2022 (Oct 04); 3(1):e36660

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