Iain Marshall

Trialstreamer: a living, automatically updated database of clinical trial reports

2020 · medRxiv

Objective Randomized controlled trials (RCTs) are the gold standard method for evaluating whether a treatment works in healthcare, but can be difficult to find and make use of. We describe the development and evaluation of …

Rationale-Augmented Convolutional Neural Networks for Text Classification

2016

We present a new Convolutional Neural Network (CNN) model for text classification that jointly exploits labels on documents and their constituent sentences. Specifically, we consider scenarios in which annotators explicitly mark sentences (or snippets) that …