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ORCIDJournal of Biomedical Informatics, Volume 143
Volume 143, July 2023
- Clint Cuffy, Bridget T. McInnes:
Exploring a deep learning neural architecture for closed Literature-based discovery. 104362 - Qiwei Gan
, Mengke Hu, Kelly S. Peterson, Hannah Eyre, Patrick R. Alba, Annie E. Bowles, Johnathan C. Stanley, Scott L. DuVall, Jianlin Shi:
A deep learning approach for medication disposition and corresponding attributes extraction. 104391 - Tuan Manh Lai, ChengXiang Zhai, Heng Ji:
KEBLM: Knowledge-Enhanced Biomedical Language Models. 104392 - Yongsen Tan, Jiahui Huang, Jinhu Zhuang, Haofan Huang, Song Jiang, Miaowen She, Mu Tian, Yong Liu, Xiaxia Yu:
Identifying acute kidney injury subphenotypes using an outcome-driven deep-learning approach. 104393 - Kunying Niu, Yifan Wu, Yaohang Li, Min Li:
Retrieve and rerank for automated ICD coding via Contrastive Learning. 104396
- Bernardo Cánovas-Segura, Antonio Morales Nicolás, Jose M. Juarez, Manuel Campos:
Meaningful time-related aspects of alerts in Clinical Decision Support Systems. A unified framework. 104397
- Martín Pérez-Pérez, Tânia Ferreira, Gilberto Igrejas, Florentino Fdez-Riverola:
A novel gluten knowledge base of potential biomedical and health-related interactions extracted from the literature: Using machine learning and graph analysis methodologies to reconstruct the bibliome. 104398 - Can Li, Sirui Ding, Na Zou, Xia Hu, Xiaoqian Jiang, Kai Zhang:
Multi-task learning with dynamic re-weighting to achieve fairness in healthcare predictive modeling. 104399 - Henning Schäfer, Ahmad Idrissi-Yaghir, Jeanette Bewersdorff, Sameh Frihat, Christoph M. Friedrich, Torsten Zesch:
Medication event extraction in clinical notes: Contribution of the WisPerMed team to the n2c2 2022 challenge. 104400 - Hamid Ghaderi, Brandon Foreman, Amin Nayebi, Sindhu Tipirneni, Chandan K. Reddy, Vignesh Subbian:
A self-supervised learning-based approach to clustering multivariate time-series data with missing values (SLAC-Time): An application to TBI phenotyping. 104401 - Smaranda Belciug, Dominic Gabriel Iliescu:
Deep learning and Gaussian Mixture Modelling clustering mix. A new approach for fetal morphology view plane differentiation. 104402
- Lino Murali, G. Gopakumar, Daleesha M. Viswanathan, Prema Nedungadi:
Towards electronic health record-based medical knowledge graph construction, completion, and applications: A literature study. 104403
- Chang Sun, Johan van Soest, Michel Dumontier:
Generating synthetic personal health data using conditional generative adversarial networks combining with differential privacy. 104404 - Mayla R. Boguslav, Nourah M. Salem, Elizabeth K. White, Katherine J. Sullivan, Michael Bada, Teri L. Hernandez, Sonia M. Leach, Lawrence E. Hunter:
Creating an ignorance-base: Exploring known unknowns in the scientific literature. 104405 - Bastian Pfeifer, Marcus D. Bloice, Michael G. Schimek:
Parea: Multi-view ensemble clustering for cancer subtype discovery. 104406 - Sajjad Fouladvand, Federico Reyes Gomez, Hamed Nilforoshan, Matthew Schwede, Morteza Noshad, Olivia Jee, Jiaxuan You, Rok Sosic, Jure Leskovec, Jonathan H. Chen:
Graph-based clinical recommender: Predicting specialists procedure orders using graph representation learning. 104407 - Mengjie Zou, Ying An, Hulin Kuang, Jianxin Wang:
LGTRL-DE: Local and Global Temporal Representation Learning with Demographic Embedding for in-hospital mortality prediction. 104408
- Meira Levy, Michal Pauzner, Sara Rosenblum, Mor Peleg:
Achieving trust in health-behavior-change artificial intelligence apps (HBC-AIApp) development: A multi-perspective guide. 104414
- Yucong Lin, Keming Lu, Sheng Yu, Tianxi Cai, Marinka Zitnik:
Multimodal learning on graphs for disease relation extraction. 104415 - Yuxing Lu, Xiaohong Liu, Zongxin Du, Yuanxu Gao, Guangyu Wang:
MedKPL: A heterogeneous knowledge enhanced prompt learning framework for transferable diagnosis. 104417
- Linkun Cai, Jia Li, Han Lv, Wenjuan Liu, Haijun Niu, Zhenchang Wang:
Integrating domain knowledge for biomedical text analysis into deep learning: A survey. 104418
- Yizhe Xu, Katelyn K. Bechler, Alison Callahan, Nigam Shah:
Principled estimation and evaluation of treatment effect heterogeneity: A case study application to dabigatran for patients with atrial fibrillation. 104420
- Lorena Pujante-Otalora, Bernardo Cánovas-Segura, Manuel Campos, Jose M. Juarez:
The use of networks in spatial and temporal computational models for outbreak spread in epidemiology: A systematic review. 104422
- Amrita Chattopadhyay, Chien-Yueh Lee, Ying-Cheng Shen, Kuan-Chen Lu, Tzu-Hung Hsiao, Ching-Heng Lin, Liang-Chuan Lai, Mong-Hsun Tsai, Tzu-Pin Lu, Eric Y. Chuang:
Multi-ethnic Imputation System (MI-System): A genotype imputation server for high-dimensional data. 104423 - Yanqun Huang, Muyu Wang, Zhimin Zheng, Moxuan Ma, Xiaolu Fei, Lan Wei, Hui Chen:
Representation of time-varying and time-invariant EMR data and its application in modeling outcome prediction for heart failure patients. 104427
- Pablo Roman-Naranjo, Alberto M. Parra-Perez, Jose A. Lopez-Escamez:
A systematic review on machine learning approaches in the diagnosis and prognosis of rare genetic diseases. 104429
- Tomoki Tsujimura, Makoto Miwa, Yutaka Sasaki:
Large-scale neural biomedical entity linking with layer overwriting. 104433
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