Publications

Fast, sensitive and accurate integration of single-cell data with Harmony

Pathological findings of COVID-19 associated with acute respiratory distress syndrome

Detection of widespread horizontal pleiotropy in causal relationships inferred from Mendelian randomization between complex traits and diseases

DeepWalk

We present DeepWalk, a novel approach for learning latent representations of\nvertices in a network. These latent representations encode social relations in\na continuous vector...

Inference of Population Structure Using Multilocus Genotype Data: Linked Loci and Correlated Allele Frequencies

Abstract We describe extensions to the method of Pritchard et al. for inferring population structure from multilocus genotype data. Most importantly, we develop methods that all...

UNet++: A Nested U-Net Architecture for Medical Image Segmentation

Genome sequencing in microfabricated high-density picolitre reactors

The proliferation of large-scale DNA-sequencing projects in recent years has driven a search for alternative methods to reduce time and cost. Here we describe a scalable, highly...

High-precision sampling for Brillouin-zone integration in metals

We present a sampling method for Brillouin-zone integration in metals which converges exponentially with the number of sampling points, without the loss of precision of normal b...

Neurologic Manifestations of Hospitalized Patients With Coronavirus Disease 2019 in Wuhan, China

Patients with COVID-19 commonly have neurologic manifestations. During the epidemic period of COVID-19, when seeing patients with neurologic manifestations, clinicians should su...

The SWISS-MODEL workspace: a web-based environment for protein structure homology modelling

Abstract Motivation: Homology models of proteins are of great interest for planning and analysing biological experiments when no experimental three-dimensional structures are av...

Toward defining the preclinical stages of Alzheimer's disease: Recommendations from the National Institute on Aging‐Alzheimer's Association workgroups on diagnostic guidelines for Alzheimer's disease

The pathophysiological process of Alzheimer's disease (AD) is thought to begin many years before the diagnosis of AD dementia. This long “preclinical” phase of AD would provide ...

Guidance for conducting systematic scoping reviews

Reviews of primary research are becoming more common as evidence-based practice gains recognition as the benchmark for care, and the number of, and access to, primary research s...