Dianbo Liu

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Machine Learning

Electronic Health Record

Top Venues

Journal of medical Internet research

JMIR formative research

JCO clinical cancer informatics

This page only lists publications with an associated author ORCID identifier.

Publications

Abigail Derton, Marco Guevara, Shan Chen, Shalini Moningi, David E Kozono, Dianbo Liu, Timothy A Miller, Guergana K Savova, Raymond H Mak, Danielle S Bitterman
Natural Language Processing Methods to Empirically Explore Social Contexts and Needs in Cancer Patient Notes. JCO clinical cancer informatics 7 (2023)
Dianbo Liu, Ming Zheng, Nestor Andres Sepulveda
Using Artificial Neural Network Condensation to Facilitate Adaptation of Machine Learning in Medical Settings by Reducing Computational Burden: Model Design and Evaluation Study. JMIR formative research 5 (12) (2021)
Dianbo Liu, Leonardo Clemente, Canelle Poirier, Xiyu Ding, Matteo Chinazzi, Jessica T Davis, Alessandro Vespignani, Mauricio Santillana
Correction: Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models. Journal of medical Internet research 22 (9) (2020)
Dianbo Liu, Leonardo Clemente, Canelle Poirier, Xiyu Ding, Matteo Chinazzi, Jessica T Davis, Alessandro Vespignani, Mauricio Santillana
Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models. Journal of medical Internet research 22 (8) (2020)
Li Huang, Yifeng Yin, Zeng Fu, Shifa Zhang, Hao Deng, Dianbo Liu
LoAdaBoost: Loss-based AdaBoost federated machine learning with reduced computational complexity on IID and non-IID intensive care data. PloS one 15 (4) (2020)
Rulin Shao, Hongyu He, Ziwei Chen, Hui Liu, Dianbo Liu
Stochastic Channel-Based Federated Learning With Neural Network Pruning for Medical Data Privacy Preservation: Model Development and Experimental Validation. JMIR formative research 4 (12) (2020)