A machine learning-based framework to identify type 2 diabetes through electronic health records

Tao Zheng, Wei Xie, Liling Xu, +5

International Journal of Medical Informatics

Diabetes ManagementEngineeringData ScienceData MiningHealth Data +10

Opportunities and obstacles for deep learning in biology and medicine

Travers Ching, Daniel Himmelstein, Brett K. Beaulieu‐Jones, +32

Convolutional Neural NetworkEngineeringMachine LearningComputational MedicineBiomedical Artificial Intelligence +16

Supporting Regularized Logistic Regression Privately and Efficiently

Wenfa Li, Hongzhe Liu, Peng Yang, +1

PLoS ONE

Privacy ProtectionEngineeringMachine LearningInformation SecurityComputational Social Science +20

SecureMA: protecting participant privacy in genetic association meta-analysis

Wei Xie, Murat Kantarcıoğlu, William S. Bush, +4

Bioinformatics

A Machine Learning-based Framework to Identify Type 2 Diabetes through Electronic Health Records

Tao Zheng, Wei Xie, Liling Xu, +5

EngineeringMachine LearningMachine Learning ToolFeature SelectionDisease Classification +18

Inferring Clinical Workflow Efficiency via Electronic Medical Record Utilization.

You Chen, Wei Xie, Carl A. Gunter, +4

PubMed

EngineeringEmr SystemsWorkflow ModellingHospital MedicineClinical Workflow Efficiency +19

PrivLogit: Efficient Privacy-preserving Logistic Regression by Tailoring Numerical Optimizers

Wei Xie, Yang Wang, Steven M. Boker, +1

arXiv (Cornell University)

Privacy ProtectionEngineeringMachine LearningInformation SecurityNumerical Optimizers +14

A Novel Transfer Learning Method Based on Common Space Mapping and Weighted Domain Matching

Ru‐Ze Liang, Wei Xie, Weizhi Li, +3

Artificial IntelligenceEngineeringMachine LearningImage AnalysisData Science +15

Diagnosis of Thyroid Diseases Using SPECT Images Based on Convolutional Neural Network

Liyong Ma, Chengkuan Ma, Yuejun Liu, +2

Journal of Medical Imaging and Health Informatics

Convolutional Neural NetworkMedical ImagingThyroid DiseaseDiagnosisThyroid Hormone +3

Mega-analysis of Odds Ratio: A Convergent Method for a Deep Understanding of the Genetic Evidence in Schizophrenia

Peilin Jia, Xiangning Chen, Wei Xie, +2

Schizophrenia Bulletin

Convergent MethodGeneticsGenetic EpidemiologyGenetic FoundationGenome-wide Association Study +20