Author details

Full Name

Yong Hu

Affiliation

Big Data Decision Institute, Jinan University

ORCID

Career Start Year

2014

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
36350705	A Transfer Learning Approach to Correct the Temporal Performance Drift of Clinical Prediction Models: Retrospective Cohort Study.	JMIR Med Inform	2022
35504130	Characterizing the temporal changes in association between modifiable risk factors and acute kidney injury with multi-view analysis.	Int J Med Inform	2022
35796212	Development and Validation of a Personalized Model With Transfer Learning for Acute Kidney Injury Risk Estimation Using Electronic Health Records.	JAMA Netw Open	2022
36816520	A hybrid adaptive approach for instance transfer learning with dynamic and imbalanced data.	Int J Intell Syst	2022
36691617	Protein-ligand binding affinity prediction with edge awareness and supervised attention.	iScience	2022
34116627	Novel deep learning-based transcriptome data analysis for drug-drug interaction prediction with an application in diabetes.	BMC Bioinformatics	2021
34915319	Development of a knowledge mining approach to uncover heterogeneous risk predictors of acute kidney injury across age groups.	Int J Med Inform	2021
32477684	The Impact of Medical Big Data Anonymization on Early Acute Kidney Injury Risk Prediction.	AMIA Jt Summits Transl Sci Proc	2020
32012067	Longitudinal Risk Prediction of Chronic Kidney Disease in Diabetic Patients Using a Temporal-Enhanced Gradient Boosting Machine: Retrospective Cohort Study.	JMIR Med Inform	2020
33168827	Cross-site transportability of an explainable artificial intelligence model for acute kidney injury prediction.	Nat Commun	2020
32741377	Changing relative risk of clinical factors for hospital-acquired acute kidney injury across age groups: a retrospective cohort study.	BMC Nephrol	2020
32961504	Which risk predictors are more likely to indicate severe AKI in hospitalized patients?	Int J Med Inform	2020
30602020	Robust clinical marker identification for diabetic kidney disease with ensemble feature selection.	J Am Med Inform Assoc	2019
31259027	An exploration of ontology-based EMR data abstraction for diabetic kidney disease prediction.	AMIA Jt Summits Transl Sci Proc	2019
30976758	Multi-perspective predictive modeling for acute kidney injury in general hospital populations using electronic medical records.	JAMIA Open	2019
29589567	Causal risk factor discovery for severe acute kidney injury using electronic health records.	BMC Med Inform Decis Mak	2018
29891987	Optimization of Assembly Pipeline may Improve the Sequence of the Chloroplast Genome in Quercus spinosa.	Sci Rep	2018
29854121	Predicting Inpatient Acute Kidney Injury over Different Time Horizons: How Early and Accurate?	AMIA Annu Symp Proc	2018
30470779	Feature Ranking in Predictive Models for Hospital-Acquired Acute Kidney Injury.	Sci Rep	2018
28363289	Identification of adverse drug-drug interactions through causal association rule discovery from spontaneous adverse event reports.	Artif Intell Med	2017
27485605	Improving drug safety: From adverse drug reaction knowledge discovery to clinical implementation.	Methods	2016
24334612	Determining molecular predictors of adverse drug reactions with causality analysis based on structure learning.	J Am Med Inform Assoc	2014
24788270	Role of text mining in early identification of potential drug safety issues.	Methods Mol Biol	2014

1 - 23 of 23

Jose D Posada

Universidad del Norte

Career Start Year 2017

Number of shared co-authors 1

Zhaoyi Chen

University of Florida

Career Start Year 2017

Number of shared co-authors 1

Jaehyeong Cho

Yonsei University College of Medicine

Career Start Year 2017

Number of shared co-authors 1

Aditya Biswas

Clinical and Translational Research Accelerator, Yale University

Career Start Year 2017

Number of shared co-authors 0

Nansu Zong

Mayo Clinic

Career Start Year 2016

Number of shared co-authors 1

Yilin Ning

Duke-NUS Medical School, National University of Singapore

Career Start Year 2016

Number of shared co-authors 0

Dennis H Murphree

Mayo Clinic

Career Start Year 2015

Number of shared co-authors 0

Jitendra Jonnagaddala

NMC Royal Hospital

Career Start Year 2014

Number of shared co-authors 1

Gloria Lipori

University of Florida Health

Career Start Year 2014

Number of shared co-authors 3

Jenna M Reps

Erasmus University Medical Center

Career Start Year 2014

Number of shared co-authors 1

Riccardo Miotto

Icahn School of Medicine at Mount Sinai

Career Start Year 2013

Number of shared co-authors 0

Benjamin S Glicksberg

Hasso Plattner Institute for Digital Health, Icahn School of Medicine at Mount Sinai

Career Start Year 2013

Number of shared co-authors 0

Fei Wang

Peking University Cancer Hospital & Institute, Beijing Cancer Hospital & Institute

Career Start Year 2012

Number of shared co-authors 1

Yue Yu

Health Sciences Mayo Clinic

Career Start Year 2012

Number of shared co-authors 0

Jeremy C Weiss

Carnegie Mellon University

Career Start Year 2012

Number of shared co-authors 1

Gyorgy Simon

Institute for Health Informatics, University of Minnesota

Career Start Year 2011

Number of shared co-authors 0

Jenna Wiens

University of Michigan College of Engineering ann arbor

Career Start Year 2011

Number of shared co-authors 0

Robert L Davis

Center for Biomedical Informatics, University of Tennessee Health Science Center

Career Start Year 2011

Number of shared co-authors 1

Janos Hajagos

Stony Brook University

Career Start Year 2011

Number of shared co-authors 0

Girish N Nadkarni

Icahn School of Medicine at Mount Sinai

Career Start Year 2010

Number of shared co-authors 0

Jimeng Sun

University of Illinois Urbana-Champaign.

Career Start Year 2010

Number of shared co-authors 0

Nicholas P Tatonetti

Columbia Universtiy College of Physicians and Surgeons

Career Start Year 2009

Number of shared co-authors 0

Yuan Luo

Northwestern University Feinberg School of Medicine

Career Start Year 2007

Number of shared co-authors 1

Anoop Mayampurath

University of Wisconsin-Madison

Career Start Year 2007

Number of shared co-authors 0

Adler Perotte

Columbia University

Career Start Year 2005

Number of shared co-authors 1

Shyam Visweswaran

University of Pittsburgh

Career Start Year 2003

Number of shared co-authors 4

Nigam H Shah

Stanford University

Career Start Year 2002

Number of shared co-authors 1

Jianying Hu

Center for Computational Health

Career Start Year 2002

Number of shared co-authors 0

Rae Woong Park

Ajou University Graduate School of Medicine

Career Start Year 2000

Number of shared co-authors 1

Peggy L Peissig

Center for Precision Medicine Research, Marshfield Clinic Research Institute

Career Start Year 1996

Number of shared co-authors 1

row(s) 1 - 30 of 30

Mei Liu

University of Kansas Medical Center

Co-authored papers 23

Xiangzhou Zhang

Big Data Decision Institute, Jinan University

Co-authored papers 13

Lemuel R Waitman

University of Missouri School of Medicine, PCORnet Clinical Research Network

Co-authored papers 11

Weiqi Chen

Big Data Decision Institute, Jinan University

Co-authored papers 9

Kang Liu

School of Public Health, Guangzhou Medical University

Co-authored papers 7

Xing Song

University of Missouri

Co-authored papers 6

Alan S L Yu

The Jared Grantham Kidney Institute, University of Kansas Medical Center

Co-authored papers 6

Michael Matheny

American College of Medical Informatics, Department of Veteran Affairs, Harvard University T H Chan School of Public Health, Massachusetts Institute of Technology, The American Society for Clinical Investigation, University of Kentucky, Vanderbilt University Medical Center, Vanderbilt University Medical School

Co-authored papers 4

Michael E Matheny

Co-authored papers 4

John A Kellum

Spectral Medical Inc.

Co-authored papers 4

Hua Xu

Yale University

Co-authored papers 2

Steven Q Simpson

University of Kansas Medical Center

Co-authored papers 2