A comparative analysis of sepsis digital phenotyping methods. - Anna Fedyukova; Douglas Pires; Daniel Capurro (ACSW, 2021)

Quantifying machine learning-induced overdiagnosis in sepsis. - Anna Fedyukova; Douglas Pires; Daniel Capurro (CoRR, 2021)

Explainable Machine Learning for ICU Readmission Prediction. - 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 (CoRR, 2023)