Publications

Novel approach to nonlinear/non-Gaussian Bayesian state estimation

An algorithm, the bootstrap filter, is proposed for implementing recursive Bayesian filters. The required density of the state vector is represented as a set of random samples, ...

Gene ontology analysis for RNA-seq: accounting for selection bias

Additive manufacturing (3D printing): A review of materials, methods, applications and challenges

Domain-Adversarial Training of Neural Networks

Canagliflozin and Cardiovascular and Renal Events in Type 2 Diabetes

Background Canagliflozin is a sodium-glucose cotransporter 2 inhibitor that reduces glycemia as well as blood pressure, body weight, and albuminuria in people with diabetes. We ...

Sexual Selection and the Descent of Man

Just over one hundred and thirty years ago Charles Darwin, in The Descent of Man and Selection in Relation to Sex (1871), developed remarkably accurate conclusions about man's a...

Sequential Monte Carlo Methods in Practice

Surviving Sepsis Campaign: International Guidelines for Management of Severe Sepsis and Septic Shock, 2012

Heart Disease and Stroke Statistics—2012 Update

Summary . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .e3 1. About These Statistics . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .e7...

Global, regional, and national incidence, prevalence, and years lived with disability for 310 diseases and injuries, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015

Bill & Melinda Gates Foundation.

Extracting and composing robust features with denoising autoencoders

Previous work has shown that the difficulties in learning deep generative or discriminative models can be overcome by an initial unsupervised learning step that maps inputs to u...

2013 ACC/AHA Guideline on the Treatment of Blood Cholesterol to Reduce Atherosclerotic Cardiovascular Risk in Adults