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Journal of Biomedical Informatics, Volume 127
Volume 127, March 2022
- Sifei Han
, Robert F. Zhang
Classifying social determinants of health from unstructured electronic health records using deep learning-based natural language processing. 103984
- Jorge Munoz-Gama
Process mining for healthcare: Characteristics and challenges. 103994 - Emmelien De Roock
Process mining in healthcare - An updated perspective on the state of the art. 103995 - Giovanna Nicora
Evaluating pointwise reliability of machine learning prediction. 103996 - Xiaoyan Cai, Sen Liu, Libin Yang, Yan Lu, Jintao Zhao, Dinggang Shen, Tianming Liu:
COVIDSum: A linguistically enriched SciBERT-based summarization model for COVID-19 scientific papers. 103999 - Chengsheng Mao, Liang Yao, Yuan Luo:
MedGCN: Medication recommendation and lab test imputation via graph convolutional networks. 104000 - Yue Yu
Developing an ETL tool for converting the PCORnet CDM into the OMOP CDM to facilitate the COVID-19 data integration. 104002
- Allan Tucker
New JBI policy emphasizes clinically-meaningful novel machine learning methods. 104003
- Morteza Noshad, Christian Rose
Signal from the noise: A mixed graphical and quantitative process mining approach to evaluate care pathways applied to emergency stroke care. 104004
- Vincent Nguyen, Maciej Rybinski, Sarvnaz Karimi, Zhenchang Xing:
Search like an expert: Reducing expertise disparity using a hybrid neural index for COVID-19 queries. 104005 - Amir Ebrahimi Zade
Deep neural networks for neuro-oncology: Towards patient individualized design of chemo-radiation therapy for Glioblastoma patients. 104006 - Amel Raboudi
The BMS-LM ontology for biomedical data reporting throughout the lifecycle of a research study: From data model to ontology. 104007 - Md. Monowar Anjum, Noman Mohammed, Wentao Li, Xiaoqian Jiang:
Privacy preserving collaborative learning of generalized linear mixed model. 104008
- Antonio Iyda Paganelli, Abel González Mondéjar, Abner Cardoso da Silva, Greis F. M. Silva-Calpa
Real-time data analysis in health monitoring systems: A comprehensive systematic literature review. 104009
- Tao Wang, Rebecca Bendayan, Yamiko Msosa, Megan Pritchard, Angus Roberts, Robert Stewart, Richard J. B. Dobson
Patient-centric characterization of multimorbidity trajectories in patients with severe mental illnesses: A temporal bipartite network modeling approach. 104010 - Sicen Liu
Multi-channel fusion LSTM for medical event prediction using EHRs. 104011 - Ke Niu, You Lu, Xueping Peng
Fusion of sequential visits and medical ontology for mortality prediction. 104012 - Sergey V. Kovalchuk, Georgy D. Kopanitsa, Ilia V. Derevitskii
Three-stage intelligent support of clinical decision making for higher trust, validity, and explainability. 104013 - Polina V. Kukhareva
Evaluation in Life Cycle of Information Technology (ELICIT) framework: Supporting the innovation life cycle from business case assessment to summative evaluation. 104014
- Sunny S. Lou
Predicting physician burnout using clinical activity logs: Model performance and lessons learned. 104015
- Yifan Gu, Xuebing Yang
Structure-aware siamese graph neural networks for encounter-level patient similarity learning. 104027
- Renjie Li
Applications of artificial intelligence to aid early detection of dementia: A scoping review on current capabilities and future directions. 104030
- James R. Rogers, Jovana Pavisic, Casey N. Ta, Cong Liu, Ali Soroush
Leveraging electronic health record data for clinical trial planning by assessing eligibility criteria's impact on patient count and safety. 104032
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