Disease Network Delineates the Disease Progression Profile of Cardiovascular Diseases
Publication date: Available online 23 January 2021Source: Journal of Biomedical InformaticsAuthor(s): Zefang Tang, Yiqin Yu, Kenney Ng, Daby Sow, Jianying Hu, Jing Mei (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - January 24, 2021 Category: Information Technology Source Type: research

Enhanced Childhood Diseases Treatment using Computational models: Systematic Review of Intelligent experiments heading to Precision Medicine
Publication date: Available online 23 January 2021Source: Journal of Biomedical InformaticsAuthor(s): Sharareh Rostam Niakan Kalhori, Marsa Gholamzadeh, Mozhgan Tanhapour (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - January 24, 2021 Category: Information Technology Source Type: research

Cover 1/Spine
Publication date: January 2021Source: Journal of Biomedical Informatics, Volume 113Author(s): (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - January 22, 2021 Category: Information Technology Source Type: research

Cover 2: Editorial Board
Publication date: January 2021Source: Journal of Biomedical Informatics, Volume 113Author(s): (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - January 22, 2021 Category: Information Technology Source Type: research

fmi-ii: Table of Contents
Publication date: January 2021Source: Journal of Biomedical Informatics, Volume 113Author(s): (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - January 22, 2021 Category: Information Technology Source Type: research

Making Science Computable: Developing Code Systems for Statistics, Study Design, and Risk of Bias
Publication date: Available online 21 January 2021Source: Journal of Biomedical InformaticsAuthor(s): Brian S. Alper, Joanne Dehnbostel, Muhammad Afzal, Vignesh Subbian, Andrey Soares, Ilkka Kunnamo, Khalid Shahin, Robert C. McClure (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - January 22, 2021 Category: Information Technology Source Type: research

Repurposing Biomedical Informaticians for COVID-19
Publication date: Available online 21 January 2021Source: Journal of Biomedical InformaticsAuthor(s): Daniel N. Sosa, Binbin Chen, Amit Kaushal, Adam Lavertu, Jake Lever, Stefano Rensi, Russ Altman (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - January 22, 2021 Category: Information Technology Source Type: research

Exploration of Text Matching Methods in Chinese Disease Q&A Systems: A Method Using Ensemble Based on BERT and Boosted Tree Models
Publication date: Available online 20 January 2021Source: Journal of Biomedical InformaticsAuthor(s): Ziming Wu, Jun Liang, Zhongan Zhang, Jianbo Lei (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - January 21, 2021 Category: Information Technology Source Type: research

Medical concept normalization in French using multilingual terminologies and contextual embeddings
Publication date: Available online 12 January 2021Source: Journal of Biomedical InformaticsAuthor(s): Perceval Wajsbürt, Arnaud Sarfati, Xavier Tannier (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - January 13, 2021 Category: Information Technology Source Type: research

Interpreting a Recurrent Neural Network’s Predictions of ICU Mortality Risk
Publication date: Available online 7 January 2021Source: Journal of Biomedical InformaticsAuthor(s): Long V. Ho, Melissa Aczon, David Ledbetter, Randall Wetzel (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - January 7, 2021 Category: Information Technology Source Type: research

Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review
Publication date: Available online 31 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Yuqi Si, Jingcheng Du, Zhao Li, Xiaoqian Jiang, Timothy Miller, Fei Wang, W. Jim Zheng, Kirk Roberts (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 31, 2020 Category: Information Technology Source Type: research

Discovering prescription patterns in pediatric acute-onset neuropsychiatric syndrome patients
Publication date: January 2021Source: Journal of Biomedical Informatics, Volume 113Author(s): Arturo Lopez Pineda, Armin Pourshafeie, Alexander Ioannidis, Collin McCloskey Leibold, Avis L. Chan, Carlos D. Bustamante, Jennifer Frankovich, Genevieve L. Wojcik (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 29, 2020 Category: Information Technology Source Type: research

Formative Feedback Generation in a VR-based Dental Surgical Skill Training Simulator
Publication date: Available online 27 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Myat Su Yin, Peter Haddawy, Siriwan Suebnukarn, Farin Kulapichitr, Phattanapon Rhienmora, Varistha Jatuwat, Nuttanun Uthaipattanacheep (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 28, 2020 Category: Information Technology Source Type: research

CMIID: A comprehensive medical information identifier for clinical search harmonization in Data Safe Havens
Publication date: Available online 24 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Michael A.P. Domingues, Rui Camacho, Pedro Pereira Rodrigues (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 25, 2020 Category: Information Technology Source Type: research

Identifying the essential nodes in network pharmacology based on multilayer network combined with random walk algorithm
Publication date: Available online 25 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Xianlai Chen, Mingyue Xu, Ying An (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 25, 2020 Category: Information Technology Source Type: research

Standardized Electronic Health Record Data Modeling and Persistence: A Comparative Review
Publication date: Available online 25 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Aya Gamal, Sherif Barakat, Amira Rezk (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 25, 2020 Category: Information Technology Source Type: research

Noise-tolerant similarity search in temporal medical data
Publication date: January 2021Source: Journal of Biomedical Informatics, Volume 113Author(s): Luca Bonomi, Liyue Fan, Xiaoqian Jiang (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 25, 2020 Category: Information Technology Source Type: research

Corrigendum to “Extraction of temporal relations from clinical free text: A systematic review of current approaches” [J. Biomed. Inf. 108 (2020) 103488]
Publication date: January 2021Source: Journal of Biomedical Informatics, Volume 113Author(s): Ghada Alfattni, Niels Peek, Goran Nenadic (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 18, 2020 Category: Information Technology Source Type: research

A Prediction and Interpretation Framework of Acute Kidney Injury in Critical Care
Publication date: Available online 16 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Kaidi Gong, Hyo Kyung Lee, Kaiye Yu, Xiaolei Xie, Jingshan Li (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 16, 2020 Category: Information Technology Source Type: research

GenHITS: A Network Science Approach to Driver Gene Detection in Human Regulatory Network Using Gene’s Influence Evaluation
Publication date: Available online 14 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Mostafa Akhavan Safar, Babak Teimourpour, Mehrdad Kargari (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 15, 2020 Category: Information Technology Source Type: research

Domain Specific Word Embeddings for Natural Language Processing in Radiology
Publication date: Available online 15 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Timothy L. Chen, Max Emerling, Gunvant R. Chaudhari, Yeshwant R. Chillakuru, Youngho Seo, Thienkhai H. Vu, Jae Ho Sohn (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 15, 2020 Category: Information Technology Source Type: research

An Aberration Detection-Based Approach for Sentinel Syndromic Surveillance of COVID-19 and Other Novel Influenza-Like Illnesses
Publication date: Available online 13 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Andrew Wen, Liwei Wang, Huan He, Sijia Liu, Sunyang Fu, Sunghwan Sohn, Jacob A. Kugel, Vinod C. Kaggal, Ming Huang, Yanshan Wang, Feichen Shen, Jungwei Fan, Hongfang Liu (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 14, 2020 Category: Information Technology Source Type: research

Enabling Personalized Decision Support with Patient-Generated Data and Attributable Components
Publication date: Available online 13 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Elliot G Mitchell, Esteban G Tabak, Matthew E Levine, Lena Mamykina, David J Albers (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 14, 2020 Category: Information Technology Source Type: research

Challenges and Solutions to Employing Natural Language Processing and Machine Learning to Measure Patients’ Health Literacy and Physician Writing Complexity: The ECLIPPSE Study
Publication date: Available online 11 December 2020Source: Journal of Biomedical InformaticsAuthor(s): William Brown, Renu Balyan, Andrew J. Karter, Scott Crossley, Wagahta Semere, Nicholas D. Duran, Courtney Lyles, Jennifer Liu, Howard H. Moffet, Ryane Daniels, Danielle S. McNamara, Dean Schillinger (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 12, 2020 Category: Information Technology Source Type: research

Studying pediatric health outcomes with electronic health records using Bayesian clustering and trajectory analysis
Publication date: Available online 11 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Rebecca A. Hubbard, Jinyu Xu, Robert Siegel, Yong Chen, Ihuoma Eneli (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 11, 2020 Category: Information Technology Source Type: research

Comparison of Segmentation-Free and Segmentation-Dependent Computer-Aided Diagnosis of Breast Masses on a Public Mammography Dataset
Publication date: Available online 11 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Rebecca Sawyer Lee, Jared A. Dunnmon, Ann He, Siyi Tang, Christopher Ré, Daniel L. Rubin (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 11, 2020 Category: Information Technology Source Type: research

The role of explainability in creating trustworthy artificial intelligence for health care: a comprehensive survey of the terminology, design choices, and evaluation strategies
Publication date: Available online 10 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Aniek F. Markus, Jan A. Kors, Peter R. Rijnbeek (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 11, 2020 Category: Information Technology Source Type: research

A retrospective approach to evaluating potential adverse outcomes associated with delay of procedures for cardiovascular and cancer-related diagnoses in the context of COVID-19
Publication date: Available online 10 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Neil S. Zheng, Jeremy L. Warner, Travis J. Osterman, Quinn S. Wells, Xiao-Ou Shu, Stephen A. Deppen, Seth J. Karp, Shon Dwyer, QiPing Feng, Nancy J. Cox, Josh F. Peterson, C. Michael Stein, Dan M. Roden, Kevin B. Johnson, Wei-Qi Wei (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 11, 2020 Category: Information Technology Source Type: research

Hybrid Collaborative Filtering Methods for Recommending Search Terms to Clinicians
Publication date: Available online 9 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Zhiyun Ren, Bo Peng, Titus K. Schleyer, Xia Ning (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 9, 2020 Category: Information Technology Source Type: research

Cover 1/Spine
Publication date: December 2020Source: Journal of Biomedical Informatics, Volume 112Author(s): (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 8, 2020 Category: Information Technology Source Type: research

Cover 2: Editorial Board
Publication date: December 2020Source: Journal of Biomedical Informatics, Volume 112Author(s): (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 8, 2020 Category: Information Technology Source Type: research

fmi-ii: Table of Contents
Publication date: December 2020Source: Journal of Biomedical Informatics, Volume 112Author(s): (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 8, 2020 Category: Information Technology Source Type: research

Language models are an effective representation learning technique for electronic health record data
Publication date: Available online 5 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Ethan Steinberg, Ken Jung, Jason A. Fries, Conor K. Corbin, Stephen R. Pfohl, Nigam H. Shah (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 6, 2020 Category: Information Technology Source Type: research

Annotating social determinants of health using active learning, and characterizing determinants using neural event extraction
Publication date: Available online 5 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Kevin Lybarger, Mari Ostendorf, Meliha Yetisgen (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 6, 2020 Category: Information Technology Source Type: research

Predicting neonatal respiratory distress syndrome and hypoglycaemia prior to discharge: Leveraging health administrative data and machine learning
Publication date: Available online 5 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Kim S. Betts, Steve Kisely, Rosa Alati (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 5, 2020 Category: Information Technology Source Type: research

Phenotype risk scores (PheRS) for pancreatic cancer using time-stamped electronic health record data: Discovery and validation in two large biobanks
Publication date: Available online 3 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Maxwell Salvatore, Lauren J. Beesley, Lars G. Fritsche, David Hanauer, Xu Shi, Alison M. Mondul, Celeste Leigh Pearce, Bhramar Mukherjee (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 5, 2020 Category: Information Technology Source Type: research

An hybrid ECG-based deep network for the early identification of high-risk to major cardiovascular events for hypertension patients
Publication date: Available online 1 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Giovanni Paragliola, Antonio Coronato (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 2, 2020 Category: Information Technology Source Type: research

Smart conversational agents for the detection of neuropsychiatric disorders: A systematic review
Publication date: Available online 2 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Moisés R. Pacheco-Lorenzo, Sonia M. Valladares-Rodríguez, Luis E. Anido-Rifón, Manuel J. Fernández-Iglesias (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 2, 2020 Category: Information Technology Source Type: research

A hierarchical clustering and data fusion approach for disease subtype discovery
Publication date: Available online 30 November 2020Source: Journal of Biomedical InformaticsAuthor(s): Bastian Pfeifer, Michael G. Schimek (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 1, 2020 Category: Information Technology Source Type: research

Evaluating warfarin dosing models on multiple datasets with a novel software framework and evolutionary optimisation
Publication date: Available online 30 November 2020Source: Journal of Biomedical InformaticsAuthor(s): Gianluca Truda, Patrick Marais (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 1, 2020 Category: Information Technology Source Type: research

Residual LSTM layered CNN for Classification of Gastrointestinal Tract Diseases
Publication date: Available online 1 December 2020Source: Journal of Biomedical InformaticsAuthor(s): Şaban Öztürk, Umut Özkaya (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - December 1, 2020 Category: Information Technology Source Type: research

Pre-training phenotyping classifiers
Publication date: Available online 28 November 2020Source: Journal of Biomedical InformaticsAuthor(s): Dmitriy Dligach, Majid Afshar, Timothy Miller (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - November 29, 2020 Category: Information Technology Source Type: research

A Review on Deep Learning Approaches in Healthcare Systems: Taxonomies, Challenges, and Open Issues
Publication date: Available online 28 November 2020Source: Journal of Biomedical InformaticsAuthor(s): Shahab Shamshirband, Mahdis Fathi, Abdollah Dehzangi, Anthony Theodore Chronopoulos, Hamid Alinejad-Rokny (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - November 29, 2020 Category: Information Technology Source Type: research

Analysis of the Cognitive Demands of Electronic Health Record Use
Publication date: Available online 27 November 2020Source: Journal of Biomedical InformaticsAuthor(s): Mark S. Pfaff, Ozgur Eris, Charlene Weir, Amanda Anganes, Tina Crotty, Mohammad Rahman, Merry Ward, Jonathan R. Nebeker (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - November 28, 2020 Category: Information Technology Source Type: research

Measuring the quality of patient–physician communication
Publication date: December 2020Source: Journal of Biomedical Informatics, Volume 112Author(s): Clint Cuffy, Nao Hagiwara, Scott Vrana, Bridget T. McInnes (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - November 25, 2020 Category: Information Technology Source Type: research

From electronic health records to terminology base: A novel knowledge base enrichment approach
Publication date: Available online 21 November 2020Source: Journal of Biomedical InformaticsAuthor(s): Jiaying Zhang, Zhixing Zhang, Huanhuan Zhang, Zhiyuan Ma, Qi Ye, Ping He, Yangming Zhou (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - November 21, 2020 Category: Information Technology Source Type: research

Best variable identification by means of data-mining and cooperative game theory
Publication date: Available online 19 November 2020Source: Journal of Biomedical InformaticsAuthor(s): Stefan Bruch, Lisa Ernst, Mareike Schulz, Leonie Zieglowski, René H. Tolba (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - November 21, 2020 Category: Information Technology Source Type: research

An empirical characterization of fair machine learning for clinical risk prediction
Publication date: Available online 18 November 2020Source: Journal of Biomedical InformaticsAuthor(s): Stephen R. Pfohl, Agata Foryciarz, Nigam H. Shah (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - November 19, 2020 Category: Information Technology Source Type: research

Character level and word level embedding with bidirectional LSTM – Dynamic recurrent neural network for biomedical named entity recognition from literature
Publication date: December 2020Source: Journal of Biomedical Informatics, Volume 112Author(s): Sudhakaran Gajendran, Manjula D, Vijayan Sugumaran (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - November 19, 2020 Category: Information Technology Source Type: research

Learning Bayesian networks from demographic and health survey data
Publication date: Available online 17 November 2020Source: Journal of Biomedical InformaticsAuthor(s): Neville Kenneth Kitson, Anthony C. Constantinou (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - November 18, 2020 Category: Information Technology Source Type: research