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
