Publications

Graph neural networks: A review of methods and applications

Thrombectomy for Stroke at 6 to 16 Hours with Selection by Perfusion Imaging

Endovascular thrombectomy for ischemic stroke 6 to 16 hours after a patient was last known to be well plus standard medical therapy resulted in better functional outcomes than s...

A point‐charge force field for molecular mechanics simulations of proteins based on condensed‐phase quantum mechanical calculations

Abstract Molecular mechanics models have been applied extensively to study the dynamics of proteins and nucleic acids. Here we report the development of a third‐generation point...

Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

`` Direct Search'' Solution of Numerical and Statistical Problems

article Free Access`` Direct Search'' Solution of Numerical and Statistical Problems Authors: Robert Hooke Wesinghouse Research Laboratories, Pittsburgh, Pennsylvania Wesinghous...

Deep High-Resolution Representation Learning for Visual Recognition

High-resolution representations are essential for position-sensitive vision problems, such as human pose estimation, semantic segmentation, and object detection. Existing state-...

A new definition for metabolic dysfunction-associated fatty liver disease: An international expert consensus statement

The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak

Outbreak to pandemic In response to global dispersion of severe acute respiratory syndrome–coronavirus 2 (SARS-CoV-2), quarantine measures have been implemented around the world...

Estimating dynamic treatment effects in event studies with heterogeneous treatment effects

First M87 Event Horizon Telescope Results. I. The Shadow of the Supermassive Black Hole

Abstract When surrounded by a transparent emission region, black holes are expected to reveal a dark shadow caused by gravitational light bending and photon capture at the event...

Recurrent Fusion of <i>TMPRSS2</i> and ETS Transcription Factor Genes in Prostate Cancer

Recurrent chromosomal rearrangements have not been well characterized in common carcinomas. We used a bioinformatics approach to discover candidate oncogenic chromosomal aberrat...

Advances and Open Problems in Federated Learning

Federated learning (FL) is a machine learning setting where many clients (e.g. mobile devices or whole organizations) collaboratively train a model under the orchestration of a ...