Madalina Fiterau

Deep Neural Decision Forests

Peter Kontschieder, Madalina Fiterau, Antonio Criminisi et al. · 2015 · 477 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Weakly supervised classification of aortic valve malformations using unlabeled cardiac MRI sequences

Jason Fries, Paroma Varma, Vincent S. Chen et al. · Nature Communications · 2019 · 92 citations · Full text

Using Supervised Machine Learning to Classify Real Alerts and Artifact in Online Multisignal Vital Sign Monitoring Data*

Lujie Chen, Artur Dubrawski, Donghan Wang et al. · Critical Care Medicine · 2016 · 74 citations · Full text

Trends and Focus of Machine Learning Applications for Health Research

Brett K. Beaulieu‐Jones, Samuel G. Finlayson, Corey Chivers et al. · JAMA Network Open · 2019 · 69 citations · Full text

Cardiac Imaging of Aortic Valve Area From 34 287 UK Biobank Participants Reveals Novel Genetic Associations and Shared Genetic Comorbidity With Multiple Disease Phenotypes

Aldo Córdova‐Palomera, Catherine Tcheandjieu, Jason Fries et al. · Circulation Genomic and Precision Medicine · 2020 · 34 citations · Full text