FeARH: Federated machine learning with Anonymous Random Hybridization on electronic medical records
Publication date: Available online 9 March 2021Source: Journal of Biomedical InformaticsAuthor(s): Jianfei Cui, He Zhu, Hao Deng, Ziwei Chen, Dianbo Liu (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - March 10, 2021 Category: Information Technology Source Type: research
Outcomes Prediction in Longitudinal Data: Study Designs Evaluation, use case in ICU Acquired Sepsis
Publication date: Available online 9 March 2021Source: Journal of Biomedical InformaticsAuthor(s): Maya Schvetz, Lior Fuchs, Victor Novack, Robert Moskovitch (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - March 10, 2021 Category: Information Technology Source Type: research
Efficient Verification for Outsourced Genome-wide Association Studies
Publication date: Available online 10 March 2021Source: Journal of Biomedical InformaticsAuthor(s): Xinyue Wang, Xiaoqian Jiang, Jaideep Vaidya (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - March 10, 2021 Category: Information Technology Source Type: research
Predicting Opioid Overdose Risk of Patients with Opioid Prescriptions Using Electronic Health Records Based on Temporal Deep Learning
Publication date: Available online 9 March 2021Source: Journal of Biomedical InformaticsAuthor(s): Xinyu Dong, Jianyuan Deng, Wei Hou, Sina Rashidian, Kayley Abell-Hart, Richard N Rosenthal, Mary Saltz, Joel H Saltz, Fusheng Wang (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - March 9, 2021 Category: Information Technology Source Type: research
Extracting Clinical Terms from Radiology Reports with Deep Learning
Publication date: Available online 9 March 2021Source: Journal of Biomedical InformaticsAuthor(s): Kento Sugimoto, Toshihiro Takeda, Jong-Hoon Oh, Shoya Wada, Shozo Konishi, Asuka Yamahata, Shiro Manabe, Noriyuki Tomiyama, Takashi Matsunaga, Katsuyuki Nakanishi, Yasushi Matsumura (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - March 9, 2021 Category: Information Technology Source Type: research
A New Approach to Medical Diagnostic Decision Support
Publication date: Available online 9 March 2021Source: Journal of Biomedical InformaticsAuthor(s): Gerald E. Loeb (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - March 9, 2021 Category: Information Technology Source Type: research
Generalized and Transferable Patient Language Representation for Phenotyping with Limited Data
Publication date: Available online 9 March 2021Source: Journal of Biomedical InformaticsAuthor(s): Yuqi Si, Elmer V. Bernstam, Kirk Roberts (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - March 9, 2021 Category: Information Technology Source Type: research
Factors influencing mHealth adoption and its impact on mental well-being during COVID-19 pandemic: A SEM-ANN approach
Publication date: Available online 9 March 2021Source: Journal of Biomedical InformaticsAuthor(s): Mirza Mohammad Didarul Alam, Mohammad Zahedul Alam, Syed Abidur Rahman, Seyedeh Khadijeh Taghizadeh (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - March 9, 2021 Category: Information Technology Source Type: research
EHR2CCAS: A framework for mapping EHR to disease knowledge presenting causal chain of disorders – chronic kidney disease example
Publication date: March 2021Source: Journal of Biomedical Informatics, Volume 115Author(s): Xiaojun Ma, Takeshi Imai, Emiko Shinohara, Satoshi Kasai, Kosuke Kato, Rina Kagawa, Kazuhiko Ohe (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - March 3, 2021 Category: Information Technology Source Type: research
Systematic review of approaches to use of neighborhood-level risk factors with clinical data to predict clinical risk and recommend interventions
Publication date: April 2021Source: Journal of Biomedical Informatics, Volume 116Author(s): Katie Wilkinson, Lincoln Sheets, Dale Fitch, Lori Popejoy (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - March 3, 2021 Category: Information Technology Source Type: research
Propagation Source Identification of Infectious Diseases with Graph Convolutional Networks
Publication date: Available online 25 February 2021Source: Journal of Biomedical InformaticsAuthor(s): Liang Li, Jianye Zhou, Yuewen Jiang, Biqing Huang (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - February 26, 2021 Category: Information Technology Source Type: research
Automatic Extension of Corpora from the Intelligent Ensembling of eHealth Knowledge Discovery Systems Outputs
Publication date: Available online 26 February 2021Source: Journal of Biomedical InformaticsAuthor(s): Juan Pablo Consuegra-Ayala, Yoan Gutiérrez, Alejandro Piad-Morffis, Yudivian Almeida-Cruz, Manuel Palomar (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - February 26, 2021 Category: Information Technology Source Type: research
Toward Assessing Clinical Trial Publications for Reporting Transparency
Publication date: Available online 26 February 2021Source: Journal of Biomedical InformaticsAuthor(s): Halil Kilicoglu, Graciela Rosemblat, Linh Hoang, Sahil Wadhwa, Zeshan Peng, Mario Malički, Jodi Schneider, Gerben ter Riet (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - February 26, 2021 Category: Information Technology Source Type: research
Traditional Chinese medicine symptom normalization approach leveraging hierarchical semantic information and text matching with attention mechanism
Publication date: Available online 22 February 2021Source: Journal of Biomedical InformaticsAuthor(s): Qi Jia, Dezheng Zhang, Shibing Yang, Chao Xia, Yingjie Shi, Hu Tao, Cong Xu, Xiong Luo, Dezheng Zhang, Yuekun Ma, Yonghong Xie (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - February 23, 2021 Category: Information Technology Source Type: research
Exploring the Effect of Virtual Reality Relaxation Environment on White Coat Hypertension in Blood Pressure Measurement
Publication date: Available online 22 February 2021Source: Journal of Biomedical InformaticsAuthor(s): Haokai Ma, Yulong Bian, Yingbin Wang, Chao Zhou, Wenxiu Geng, Fan Zhang, Juan Liu, Chenglei Yang (Source: Journal of Biomedical Informatics)
Source: Journal of Biomedical Informatics - February 23, 2021 Category: Information Technology Source Type: research
