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ORCIDJournal of Biomedical Informatics, Volume 127
Volume 127, March 2022
- Sifei Han
, Robert F. Zhang, Lingyun Shi, Russell Richie, Haixia Liu, Andrew Tseng, Wei Quan, Neal Ryan, David Brent, Fu-Chiang Tsui:
Classifying social determinants of health from unstructured electronic health records using deep learning-based natural language processing. 103984
- Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento, Andrea Burattin, Daniel Capurro, Josep Carmona, Marco Comuzzi, Benjamin Dalmas, Rene de la Fuente, Chiara Di Francescomarino, Claudio Di Ciccio, Roberto Gatta, Chiara Ghidini, Fernanda Gonzalez-Lopez, Gema Ibáñez-Sánchez, Hilda B. Klasky, Angelina Prima Kurniati, Xixi Lu, Felix Mannhardt, Ronny Mans, Mar Marcos, Renata Medeiros de Carvalho, Marco Pegoraro, Simon K. Poon, Luise Pufahl, Hajo A. Reijers, Simon Remy, Stefanie Rinderle-Ma, Lucia Sacchi, Fernando Seoane, Minseok Song, Alessandro Stefanini, Emilio Sulis, Arthur H. M. ter Hofstede, Pieter J. Toussaint, Vicente Traver, Zoe Valero-Ramon, Inge van de Weerd, Wil M. P. van der Aalst, Rob J. B. Vanwersch, Mathias Weske, Moe Thandar Wynn, Francesca Zerbato:
Process mining for healthcare: Characteristics and challenges. 103994 - Emmelien De Roock, Niels Martin:
Process mining in healthcare - An updated perspective on the state of the art. 103995 - Giovanna Nicora, Miguel Rios, Ameen Abu-Hanna, Riccardo Bellazzi:
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, Nansu Zong, Andrew Wen, Sijia Liu, Daniel J. Stone, David Knaack, Alanna M. Chamberlain, Emily R. Pfaff, Davera Gabriel, Christopher G. Chute, Nilay Shah, Guoqian Jiang:
Developing an ETL tool for converting the PCORnet CDM into the OMOP CDM to facilitate the COVID-19 data integration. 104002
- Allan Tucker, Thomas George Kannampallil, Samah Jamal Fodeh, Mor Peleg:
New JBI policy emphasizes clinically-meaningful novel machine learning methods. 104003
- Morteza Noshad, Christian Rose, Jonathan H. Chen:
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, Seyedhamidreza Shahabi Haghighi, Madjid Soltani:
Deep neural networks for neuro-oncology: Towards patient individualized design of chemo-radiation therapy for Glioblastoma patients. 104006 - Amel Raboudi, Marianne Allanic, Daniel Balvay, Pierre-Yves Hervé, Thomas Viel, Thulaciga Yoganathan, Anais Certain, Jacques Hilbey, Jean Charlet, Alexandre Durupt, Philippe Boutinaud, Benoît Eynard, Bertrand Tavitian:
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, Mateus F. Teixeira, Felipe Gomes de Carvalho, Alberto Barbosa Raposo, Markus Endler:
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, Xiaolong Wang, Yang Xiang, Hui Xu, Hui Wang, Buzhou Tang:
Multi-channel fusion LSTM for medical event prediction using EHRs. 104011 - Ke Niu, You Lu, Xueping Peng, Jingni Zeng:
Fusion of sequential visits and medical ontology for mortality prediction. 104012 - Sergey V. Kovalchuk, Georgy D. Kopanitsa, Ilia V. Derevitskii, Georgy A. Matveev, Daria A. Savitskaya:
Three-stage intelligent support of clinical decision making for higher trust, validity, and explainability. 104013 - Polina V. Kukhareva, Charlene R. Weir, Guilherme Del Fiol, Gregory A. Aarons, Teresa Taft, Chelsey R. Schlechter, Thomas J. Reese, Rebecca L. Curran, Claude J. Nanjo, Damian Borbolla, Catherine J. Staes, Keaton L. Morgan, Heidi Kramer, Carole H. Stipelman, Julie Shakib, Michael C. Flynn, Kensaku Kawamoto:
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, Hanyang Liu, Benjamin C. Warner, Derek Harford, Chenyang Lu, Thomas George Kannampallil:
Predicting physician burnout using clinical activity logs: Model performance and lessons learned. 104015
- Yifan Gu, Xuebing Yang, Lei Tian, Hongyu Yang, Jicheng Lv, Chao Yang, Jinwei Wang, Jianing Xi, Guilan Kong, Wensheng Zhang:
Structure-aware siamese graph neural networks for encounter-level patient similarity learning. 104027
- Renjie Li, Xinyi Wang, Katherine Lawler, Saurabh Garg, Quan Bai, Jane E. Alty:
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, Ying Kuen Cheung, George Hripcsak, Chunhua Weng:
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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