Search Results for author: Douglas E. V. Pires

Found 3 papers, 1 papers with code

Explainable Machine Learning for ICU Readmission Prediction

no code implementations25 Sep 2023 Alex G. C. de Sá, Daniel Gould, Anna Fedyukova, Mitchell Nicholas, Lucy Dockrell, Calvin Fletcher, David Pilcher, Daniel Capurro, David B. Ascher, Khaled El-Khawas, Douglas E. V. Pires

Readmission contributes to this pathway's difficulty, occurring when patients are admitted again to the ICU in a short timeframe, resulting in high mortality rates and high resource utilisation.

Decision Making Readmission Prediction

AI driven B-cell Immunotherapy Design

no code implementations3 Sep 2023 Bruna Moreira da Silva, David B. Ascher, Nicholas Geard, Douglas E. V. Pires

Antibodies, a prominent class of approved biologics, play a crucial role in detecting foreign antigens.

Specificity

Large-scale protein-protein post-translational modification extraction with distant supervision and confidence calibrated BioBERT

1 code implementation6 Jan 2022 Aparna Elangovan, Yuan Li, Douglas E. V. Pires, Melissa J. Davis, Karin Verspoor

However, by combining high confidence and low variation to identify high quality predictions, tuning the predictions for precision, we retained 19% of the test predictions with 100% precision.

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