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Proceedings of the Conference. Association for Computational Linguistics. Meeting|April 28, 2021
Two-stage Federated Phenotyping and Patient Representation LearningDianbo Liu, Dmitriy Dligach, Timothy MillerJMIR Formative Research|December 10, 2021
Using Artificial Neural Network Condensation to Facilitate Adaptation of Machine Learning in Medical Settings by Reducing Computational Burden: Model Design and Evaluation StudyDianbo Liu, Ming Zheng, Nestor Andres SepulvedaNucleic Acids Research|June 3, 2017
Universal attenuators and their interactions with feedback loops in gene regulatory networksDianbo Liu, Luca Albergante, Timothy J NewmanJournal of Biomedical Informatics|July 25, 2022
Confederated learning in healthcare: Training machine learning models using disconnected data separated by individual, data type and identity for Large-Scale health system IntelligenceDianbo Liu, Kathe Fox, Griffin Weber, et al.BMC Medical Informatics and Decision Making|May 16, 2024
BarlowTwins-CXR: enhancing chest X-ray abnormality localization in heterogeneous data with cross-domain self-supervised learningHaoyue Sheng, Linrui Ma, Jean-François Samson, et al.Nucleic Acids Research|July 3, 2019
Integrative construction of regulatory region networks in 127 human reference epigenomes by matrix factorizationDianbo Liu, Jose Davila-Velderrain, Zhizhuo Zhang, et al.Scientific Reports|July 21, 2018
Faster growth with shorter antigens can explain a VSG hierarchy during African trypanosome infections: a feint attack by parasitesDianbo Liu, Luca Albergante, T J Newman, et al.JMIR Formative Research|December 22, 2020
Stochastic Channel-Based Federated Learning With Neural Network Pruning for Medical Data Privacy Preservation: Model Development and Experimental ValidationRulin Shao, Hongyu He, Ziwei Chen, et al.Journal of Biomedical Informatics|March 12, 2021
FeARH: Federated machine learning with anonymous random hybridization on electronic medical recordsJianfei Cui, He Zhu, Hao Deng, et al.Genetics in Medicine : Official Journal of the American College of Medical Genetics|January 9, 2021
Patients dispensed medications with actionable pharmacogenomic biomarkers: rates and characteristicsDianbo Liu, Karen L Olson, Shannon F Manzi, et al.Pageof 4