AI-enabled systematic review platforms: how well do they perform?
Evaluating three AI platforms to see whether they provide faster, more comprehensive systematic reviews.
Traditional systematic reviews are time and resource intensive, limiting their application. There has been a recent emergence of AI-enabled systematic review platforms promising faster and more comprehensive reviews. However, independent validation of these platforms is needed to assess their suitability and potential to augment or replace human reviewer efforts.
We evaluated the performance of three platforms – Elicit.AI, Nested Knowledge and Scispace – across different systematic review stages. We aimed to replicate three recently published systematic reviews and compare the performance of each platform against original published findings. In this talk, Charis will discuss their preliminary findings.
Speaker
Dr Charis Wong
Charis is an Honorary Senior Clinical Lecturer and Consultant Neurologist. She is interested in neurodegenerative diseases, in particular developing methodology to systematically identify, evaluate and report evidence to improve drug selection for clinical trials. She studied medicine at the University of Edinburgh and graduated in 2012 with honours. She underwent clinical training across various hospitals within South East Scotland, and was a neurology registrar with NHS Lothian.
She joined the Anne Rowling Clinic as a Clinical Trial Fellow in 2019, working across various research studies in neurological conditions. She was part of the trial development group for MND-SMART (mnd-smart.org), a multi-arm multi-stage clinical trial in motor neuron disease (MND). She undertook a PhD supervised by Professor Malcolm Macleod, Professor Siddharthan Chandran, and Professor Neil Carragher where she developed methods to identify, evaluate, and prioritise candidate drugs for MND clinical trials, specifically MND-SMART. She is continuing to develop this work with the aim of improving the framework and expanding its applications to other disease areas. In her spare time, she enjoys being in the outdoors, hillwalking, and exploring the Scottish Highlands and Islands.
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