Andrea Campagner

Detection of COVID-19 Infection from Routine Blood Exams with Machine Learning: A Feasibility Study

Davide Brinati, Andrea Campagner, Davide Ferrari et al. · Journal of Medical Systems · 2020 · 352 citations · Full text

Epidemiology, Machine Learning, Covid-19 Pandemic +10

The need to separate the wheat from the chaff in medical informatics

Federico Cabitza, Andrea Campagner · International Journal of Medical Informatics · 2021 · 254 citations · Full text

Health Information Exchange, Medical Informatics, Medical Information System +6

The importance of being external. methodological insights for the external validation of machine learning models in medicine

Federico Cabitza, Andrea Campagner, Felipe Soares et al. · Computer Methods and Programs in Biomedicine · 2021 · 230 citations · Full text

External Validation, Engineering, Machine Learning +10

Development, evaluation, and validation of machine learning models for COVID-19 detection based on routine blood tests

Federico Cabitza, Andrea Campagner, Davide Ferrari et al. · Clinical Chemistry and Laboratory Medicine (CCLM) · 2020 · 164 citations · Full text

Interpretable heartbeat classification using local model-agnostic explanations on ECGs

Inês Neves, Duarte Folgado, Sara Santos et al. · Computers in Biology and Medicine · 2021 · 101 citations · Full text

Electrophysiological Evaluation, Engineering, Machine Learning +8