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Journal of Biomedical Informatics, Volume 125
Volume 125, January 2022
- Roni Ramon-Gonen, Tsipi Heart, Ofir Ben-Assuli, Nir Shlomo, Robert Klempfner:
Disease evolution and risk-based disease trajectories in congestive heart failure patients. 103949 - Liqin Wang, Dinah Foer, Erin MacPhaul, Ying-Chih Lo, David W. Bates, Li Zhou:
PASCLex: A comprehensive post-acute sequelae of COVID-19 (PASC) symptom lexicon derived from electronic health record clinical notes. 103951 - K. Balaji:
Machine learning algorithm for feature space clustering of mixed data with missing information based on molecule similarity. 103954 - Cong Sun, Zhihao Yang, Lei Wang, Yin Zhang, Hongfei Lin, Jian Wang:
MRC4BioER: Joint extraction of biomedical entities and relations in the machine reading comprehension framework. 103956 - Kevin De Angeli, Shang Gao, Ioana Danciu, Eric B. Durbin, Xiao-Cheng Wu, Antoinette Stroup, Jennifer A. Doherty, Stephen M. Schwartz, Charles Wiggins, Mark Damesyn, Linda Coyle, Lynne Penberthy, Georgia D. Tourassi, Hong-Jun Yoon:
Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types. 103957 - Qian Liu, Bowen Cheng, Yongwon Jin, Pingzhao Hu:
Bayesian tensor factorization-drive breast cancer subtyping by integrating multi-omics data. 103958 - Feng Xie, Yilin Ning, Han Yuan, Benjamin Alan Goldstein, Marcus Eng Hock Ong, Nan Liu, Bibhas Chakraborty:
AutoScore-Survival: Developing interpretable machine learning-based time-to-event scores with right-censored survival data. 103959 - Sankaran Narayanan, Kaivalya Mannam, Pradeep Achan, Maneesha V. Ramesh, P. Venkat Rangan, Sreeranga P. Rajan:
A contextual multi-task neural approach to medication and adverse events identification from clinical text. 103960
- Claudia Martínez-de Miguel, Isabel Segura-Bedmar, Esteban Chacón-Solano, Sara Guerrero-Aspizua:
The RareDis corpus: A corpus annotated with rare diseases, their signs and symptoms. 103961
- Ed-drissiya El-allaly, Mourad Sarrouti, Noureddine En-Nahnahi, Said Ouatik El Alaoui:
An attentive joint model with transformer-based weighted graph convolutional network for extracting adverse drug event relation. 103968 - Zachary N. Flamholz, Andrew Crane-Droesch, Lyle H. Ungar, Gary E. Weissman:
Word embeddings trained on published case reports are lightweight, effective for clinical tasks, and free of protected health information. 103971 - Farnaz H. Foomani, D. M. Anisuzzaman, Jeffrey A. Niezgoda, Jonathan Niezgoda, William Guns, Sandeep Gopalakrishnan, Zeyun Yu:
Synthesizing time-series wound prognosis factors from electronic medical records using generative adversarial networks. 103972 - Lishan Yu, Hamisu M. Salihu, Deepa Dongarwar, Luyao Chen, Xiaoqian Jiang:
Deep graph convolutional network for US birth data harmonization. 103974 - Christopher M. Black, Weilin Meng, Lixia Yao, Zina Ben Miled:
Inferring the patient's age from implicit age clues in health forum posts. 103976 - Ziqi Zhang, Chao Yan, Bradley A. Malin:
Membership inference attacks against synthetic health data. 103977 - Yan Zhao, Baoqiang Ma, Tongtong Che, Qiongling Li, Debin Zeng, Xuetong Wang, Shuyu Li:
Multi-view prediction of Alzheimer's disease progression with end-to-end integrated framework. 103978 - Ágnes Vathy-Fogarassy, István Vassányi, István Kósa:
Multi-level process mining methodology for exploring disease-specific care processes. 103979
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