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Artificial Intelligence in Medicine|August 11, 2016
Clinical phenotyping in selected national networks: demonstrating the need for high-throughput, portable, and computational methodsRachel L Richesson, Jimeng Sun, Jyotishman Pathak, et al.
Bioinformatics (Oxford, England)|December 4, 2020
DeepPurpose: a deep learning library for drug-target interaction predictionKexin Huang, Tianfan Fu, Lucas M Glass, et al.
JMIR Medical Informatics|April 15, 2018
Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and AnalysisJunghye Lee, Jimeng Sun, Fei Wang, et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence|May 16, 2012
A framework for mining signatures from event sequences and its applications in healthcare dataFei Wang, Noah Lee, Jianying Hu, et al.
IEEE Transactions on Visualization and Computer Graphics|October 27, 2010
FacetAtlas: multifaceted visualization for rich text corporaNan Cao, Jimeng Sun, Yu-Ru Lin, et al.
NPJ Digital Medicine|February 14, 2025
Improving medical machine learning models with generative balancing for equity and excellenceBrandon Theodorou, Benjamin Danek, Venkat Tummala, et al.
International Journal of Medical Informatics|January 16, 2013
Automatic identification of heart failure diagnostic criteria, using text analysis of clinical notes from electronic health recordsRoy J Byrd, Steven R Steinhubl, Jimeng Sun, et al.
Proceedings of the ... ACM International Conference on Information & Knowledge Management. ACM International Conference on Information and Knowledge Management|September 9, 2020
COPA: Constrained PARAFAC2 for Sparse & Large DatasetsArdavan Afshar, Ioakeim Perros, Evangelos E Papalexakis, et al.
Arxiv|March 24, 2021
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological RegularizationNikos Kargas, Cheng Qian, Nicholas D Sidiropoulos, et al.
Patterns (New York, N.Y.)|October 25, 2021
Machine learning applications for therapeutic tasks with genomics dataKexin Huang, Cao Xiao, Lucas M Glass, et al.
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