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Journal 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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