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Journal of Biomedical Informatics, Volume 113
Volume 113, January 2021
- Neville Kenneth Kitson, Anthony C. Constantinou:
Learning Bayesian networks from demographic and health survey data. 103588
- Stephen R. Pfohl
, Agata Foryciarz, Nigam H. Shah:
An empirical characterization of fair machine learning for clinical risk prediction. 103621
- Stefan Bruch
Best variable identification by means of data-mining and cooperative game theory. 103625 - Dmitriy Dligach
Pre-training phenotyping classifiers. 103626
- Shahab Shamshirband, Mahdis Fathi, Abdollah Dehzangi
A review on deep learning approaches in healthcare systems: Taxonomies, challenges, and open issues. 103627
- Jiaying Zhang, Zhixing Zhang, Huanhuan Zhang, Zhiyuan Ma
From electronic health records to terminology base: A novel knowledge base enrichment approach. 103628 - Kevin Lybarger
Annotating social determinants of health using active learning, and characterizing determinants using neural event extraction. 103631
- Moisés R. Pacheco-Lorenzo
Smart conversational agents for the detection of neuropsychiatric disorders: A systematic review. 103632
- Mark S. Pfaff, Ozgur Eris, Charlene R. Weir, Amanda Anganes, Tina Crotty, Mohammad Rahman, Merry Ward, Jonathan R. Nebeker:
Analysis of the cognitive demands of electronic health record use. 103633 - Gianluca Truda, Patrick C. Marais
Evaluating warfarin dosing models on multiple datasets with a novel software framework and evolutionary optimisation. 103634 - Zhiyun Ren
Hybrid collaborative filtering methods for recommending search terms to clinicians. 103635 - Bastian Pfeifer, Michael G. Schimek:
A hierarchical clustering and data fusion approach for disease subtype discovery. 103636 - Ethan Steinberg, Kenneth Jung, Jason A. Fries
Language models are an effective representation learning technique for electronic health record data. 103637 - Saban Öztürk
Residual LSTM layered CNN for classification of gastrointestinal tract diseases. 103638 - Elliot G. Mitchell, Esteban G. Tabak, Matthew E. Levine, Lena Mamykina
Enabling personalized decision support with patient-generated data and attributable components. 103639 - Giovanni Paragliola
An hybrid ECG-based deep network for the early identification of high-risk to major cardiovascular events for hypertension patients. 103648 - Maxwell Salvatore, Lauren J. Beesley, Lars G. Fritsche, David A. Hanauer, Xu Shi, Alison M. Mondul, Celeste Leigh Pearce, Bhramar Mukherjee:
Phenotype risk scores (PheRS) for pancreatic cancer using time-stamped electronic health record data: Discovery and validation in two large biobanks. 103652 - Kaidi Gong, Hyo Kyung Lee, Kaiye Yu
A prediction and interpretation framework of acute kidney injury in critical care. 103653 - Rebecca A. Hubbard, Jinyu Xu, Robert Siegel, Yong Chen
Studying pediatric health outcomes with electronic health records using Bayesian clustering and trajectory analysis. 103654
- Aniek F. Markus
The role of explainability in creating trustworthy artificial intelligence for health care: A comprehensive survey of the terminology, design choices, and evaluation strategies. 103655
- Rebecca Sawyer Lee, Jared A. Dunnmon, Ann He, Siyi Tang
Comparison of segmentation-free and segmentation-dependent computer-aided diagnosis of breast masses on a public mammography dataset. 103656 - Neil S. Zheng, Jeremy L. Warner, Travis J. Osterman, Quinn Stanton Wells, Xiao-Ou Shu, Stephen A. Deppen, Seth J. Karp, Shon Dwyer, QiPing Feng
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. 103657
- William Brown III, Renu Balyan, Andrew J. Karter, Scott A. Crossley, Wagahta Semere, Nicholas D. Duran
Challenges and solutions to employing natural language processing and machine learning to measure patients' health literacy and physician writing complexity: The ECLIPPSE study. 103658
- Andrew Wen
An aberration detection-based approach for sentinel syndromic surveillance of COVID-19 and other novel influenza-like illnesses. 103660
- Ghada Alfattni, Niels Peek, Goran Nenadic:
Corrigendum to "Extraction of temporal relations from clinical free text: A systematic review of current approaches" [J. Biomed. Inf. 108 (2020) 103488]. 103663
- Arturo López Pineda
Discovering prescription patterns in pediatric acute-onset neuropsychiatric syndrome patients. 103664 - Timothy L. Chen, Max Emerling, Gunvant R. Chaudhari, Yeshwant Reddy Chillakuru, Youngho Seo, Thienkhai Vu, Jae Ho Sohn
Domain specific word embeddings for natural language processing in radiology. 103665 - Luca Bonomi, Liyue Fan, Xiaoqian Jiang:
Noise-tolerant similarity search in temporal medical data. 103667
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