Federated Learning for Healthcare Informatics

Jie Xu, Benjamin S. Glicksberg, Chang Su, +3

Journal of Healthcare Informatics Research

Artificial IntelligenceEngineeringData ScienceFederated LearningDigital Health +6

Development of a Definition of Postacute Sequelae of SARS-CoV-2 Infection

Tanayott Thaweethai, Sarah E. Jolley, Elizabeth W. Karlson, +812

JAMA

Racioethnic diversity in the dynamics of the vaginal microbiome during pregnancy

Myrna G. Serrano, Hardik I. Parikh, J. Paul Brooks, +38

Nature Medicine

Microbial DiversityMicrobiome BiologyRacioethnic DiversityDysbiosisMicrobiota +8

Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach

Akhil Vaid, Suraj K. Jaladanki, Jie Xu, +20

JMIR Medical Informatics

Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes

Hao Zhang, Chengxi Zang, Zhenxing Xu, +16

Nature Medicine

Brain damages in ketamine addicts as revealed by magnetic resonance imaging

Chunmei Wang, Dong Zheng, Jie Xu, +2

Frontiers in Neuroanatomy

NeuropsychologyPsychopharmacologyKetamine AddictsSocial SciencesMagnetic Resonance Imaging +17

Early prediction of Alzheimer's disease and related dementias using real‐world electronic health records

Qian Li, Xi Yang, Jie Xu, +14

Alzheimer s & Dementia

Federated Learning for Healthcare Informatics

Jie Xu, Benjamin S. Glicksberg, Chang Su, +3

arXiv (Cornell University)

Artificial IntelligenceEngineeringFederated StructureFederated Learning TechnologiesData Science +15

Data-driven analysis to understand long COVID using electronic health records from the RECOVER initiative

Chengxi Zang, Yongkang Zhang, Jie Xu, +13

Nature Communications

Real-world Patient DataCovid-19Data-driven AnalysisDigital HealthData Integration +16

Ablating <scp>N</scp>‐acetylaspartate prevents leukodystrophy in a <scp>C</scp>anavan disease model

Fuzheng Guo, Peter Bannerman, Emily Mills Ko, +7

Annals of Neurology

Neurodegenerative DiseasesNaa SynthesisDisease MechanismMedicineGenetics +12