Search Results for author: Christopher James Langmead

Found 3 papers, 3 papers with code

Peptide Binding Classification on Quantum Computers

1 code implementation27 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.

Classification

Deep Normed Embeddings for Patient Representation

1 code implementation12 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.

Representation Learning Time Series +1

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