Michael Roberts

Classification of datasets with imputed missing values: does imputation quality matter?

Mishal N. Patel, Ramón Viñas Torné, C. Schonlieb, 2022, ArXiv.

Machine Learning for COVID-19 Diagnosis and Prognostication: Lessons for Amplifying the Signal While Reducing the Noise.

Guang Yang, Carola-Bibiane Schönlieb, Evis Sala, 2021 .

Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans

Angelica I. Avilés-Rivero, J. H. Rudd, Mishal N. Patel, 2020, Nature Machine Intelligence.

The impact of imputation quality on machine learning classifiers for datasets with missing values

J. H. Rudd, Mishal N. Patel, Ramón Viñas Torné, 2022, Communications medicine.