1 code implementation • 27 Nov 2023 • Charles London, Douglas Brown, Wenduan Xu, Sezen Vatansever, Christopher James Langmead, Dimitri Kartsaklis, Stephen Clark, Konstantinos Meichanetzidis
By constructing quantum models based on parameterised quantum circuits we perform sequence classification on a task relevant to the design of therapeutic proteins, and find competitive performance with classical baselines of similar scale.
1 code implementation • 12 Apr 2022 • Thesath Nanayakkara, Gilles Clermont, Christopher James Langmead, David Swigon
We introduce a novel contrastive representation learning objective and a training scheme for clinical time series.
1 code implementation • 21 Jan 2021 • Thesath Nanayakkara, Gilles Clermont, Christopher James Langmead, David Swigon
Sepsis is a potentially life threatening inflammatory response to infection or severe tissue damage.