Skip to main content
Menu
18 May 2018

Latest News

Royal Society’s Biology Letters publishes Professor Ruth Baker’s and Professor Antoine Jerusalem’s opinion piece on machine learning

Professors Ruth Baker and Antoine Jerusalem have had an article on mechanistic versus machine learning published in Biology Letters.

The full title for their opinion piece is: Mechanistic models versus machine learning, a fight worth fighting for the biological community? They contributed to the piece, along with two other authors, Jose-Maria Peña and Jayaratnam Jayamohan.

The abstract reads: “90% of the world’s data have been generated in the last five years. A small fraction of these data is collected with the aim of validating specific hypotheses. These studies are led by the development of mechanistic models focussed on the causality of input-output relationships. However, the vast majority is aimed at supporting machine learning models, in particular in the biomedical and clinical sciences. Recent successes now beg the question of whether mechanistic models are still relevant in this area. Said otherwise, why should we try to understand the mechanisms of disease progression when we can use machine learning tools to directly predict disease outcome?”

Congratulations to Professor Jerusalem and Professor Baker on the publication!

The article can be read here: http://rsbl.royalsocietypublishing.org/lookup/doi/10.1098/rsbl.2017.0660

Share this post

Related News Posts

St Hugh’s Principal awarded honorary doctorate
Congratulations to St Hugh's Principal and Scotland's first female Lord Advocate, Lady Elish Angiolini, who has been awarded an honorary doctorate by ...
Read More
St Hugh’s Fellow, Professor Peter Mitchell, honoured with special conference session
The Association of Southern African Professional Archaeologists (ASAPA) met at the National University of Lesotho in the last week of June, the first ...
Read More
St Hugh’s Fellow appointed President of the South African Archaeological Society
Congratulations to St Hugh's Tutorial Fellow in Archaeology, Professor Peter Mitchell, who has been appointed as the new President of the South Africa...
Read More