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ORCIDJournal of Biomedical Informatics, Volume 122
Volume 122, October 2021
- Nicholas Altieri, Briton Park
, Mara Olson, John DeNero, Anobel Y. Odisho, Bin Yu:
Supervised line attention for tumor attribute classification from pathology reports: Higher performance with less data. 103872 - Gibong Hong, Yuheun Kim, YeonJung Choi, Min Song:
BioPREP: Deep learning-based predicate classification with SemMedDB. 103888
- Sarah Mullin, Jaroslaw Zola, Robert Lee, Jinwei Hu, Brianne Mackenzie, Arlen Brickman, Gabriel Anaya, Shyamashree Sinha, Angie Li, Peter L. Elkin:
Longitudinal K-means approaches to clustering and analyzing EHR opioid use trajectories for clinical subtypes. 103889
- Arthur T. Kopylov, Denis V. Petrovsky, Alexander A. Stepanov, Vladimir R. Rudnev, Kristina A. Malsagova, Tatyana V. Butkova, Natalya V. Zakharova, Georgy P. Kostyuk, Liudmila I. Kulikova, Dmitry V. Enikeev, Natalia V. Potoldykova, Dmitry A. Kulikov, Alexey B. Zulkarnaev, Anna L. Kaysheva:
Convolutional neural network in proteomics and metabolomics for determination of comorbidity between cancer and schizophrenia. 103890 - Jennifer E. Shivers, Joseph Amlung, Natschja Ratanaprayul, Bryn Rhodes, Paul G. Biondich:
Enhancing narrative clinical guidance with computer-readable artifacts: Authoring FHIR implementation guides based on WHO recommendations. 103891 - Handong Ma, Wenbo Sheng, Jiyu Li, Lengchen Hou, Jiafang Yang, Junjie Cai, Wenxiang Xu, Shaodian Zhang:
A novel hierarchical machine learning model for hospital-acquired venous thromboembolism risk assessment among multiple-departments. 103892 - Vani Kanjirangat, Fabio Rinaldi:
Enhancing Biomedical Relation Extraction with Transformer Models using Shortest Dependency Path Features and Triplet Information. 103893 - Liang Li, Yuewen Jiang, Biqing Huang:
Long-term prediction for temporal propagation of seasonal influenza using Transformer-based model. 103894 - Martijn G. Kersloot, Annika Jacobsen, Karlijn H. J. Groenen, Bruna dos Santos Vieira, Rajaram Kaliyaperumal, Ameen Abu-Hanna, Ronald Cornet, Peter A. C. 't Hoen, Marco Roos, Leo J. Schultze Kool, Derk L. Arts:
De-novo FAIRification via an Electronic Data Capture system by automated transformation of filled electronic Case Report Forms into machine-readable data. 103897 - Sankaran Narayanan, Pradeep Achan, P. Venkat Rangan, Sreeranga P. Rajan:
Unified concept and assertion detection using contextual multi-task learning in a clinical decision support system. 103898 - Huoyou Li, Xuesong Xiao, Xiaohui Wu, Lishan Ye, Guoli Ji:
scLINE: A multi-network integration framework based on network embedding for representation of single-cell RNA-seq data. 103899
- Faisal M. Fadlelmola, Lyndon Zass, Melek Chaouch, Chaimae Samtal, Verena Ras, Judit Kumuthini, Sumir Panji, Nicola J. Mulder:
Data Management Plans in the genomics research revolution of Africa: Challenges and recommendations. 103900
- Shashanka Ubaru, Lior Horesh, Guy Cohen:
Dynamic graph and polynomial chaos based models for contact tracing data analysis and optimal testing prescription. 103901 - Krist Shingjergji, Remzi Celebi, Jan C. Scholtes, Michel Dumontier:
Relation extraction from DailyMed structured product labels by optimally combining crowd, experts and machines. 103902 - Alec B. Chapman, Audrey L. Jones, A. Taylor Kelley, Barbara Jones, Lori Gawron, Ann Elizabeth Montgomery, Thomas Byrne, Ying Suo, James Cook, Warren B. P. Pettey, Kelly S. Peterson, Makoto Jones, Richard Nelson:
ReHouSED: A novel measurement of Veteran housing stability using natural language processing. 103903 - Min Jing, Kok Yew Ng, Brian Mac Namee, Pardis Biglarbeigi, Rob Brisk, Raymond R. Bond, Dewar D. Finlay, James McLaughlin:
COVID-19 modelling by time-varying transmission rate associated with mobility trend of driving via Apple Maps. 103905 - Haomiao Jin, Surabhi S. Nath, Stefan Schneider, Doerte U. Junghaenel, Shinyi Wu, Charles Kaplan:
An informatics approach to examine decision-making impairments in the daily life of individuals with depression. 103913
- Maria Stefania Festila, Sune Dueholm Müller:
Information handoffs in critical care and their implications for information quality: A socio-technical network approach. 103914
- James Rafferty, Alan J. Watkins, Jane Lyons, Ronan A. Lyons, Ashley Akbari, Niels Peek, Farideh Jalali-najafabadi, Thamer Ba Dhafari, Alexander Pate, Glen P. Martin, Rowena Bailey:
Ranking sets of morbidities using hypergraph centrality. 103916
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