Ausgabe Sonderheft 5/2020
Selected articles from the CIBB 2019 Special Session on Machine Learning in Healthcare Informatics and Medical Biology
Inhalt (3 Artikel)
Open Access
Research
Ordinal labels in machine learning: a user-centered approach to improve data validity in medical settings
Andrea Seveso, Andrea Campagner, Davide Ciucci, Federico Cabitza
Open Access
Research
Using autoencoders as a weight initialization method on deep neural networks for disease detection
Mafalda Falcão Ferreira, Rui Camacho, Luís F. Teixeira
Open Access
Research
Exploiting mutual information for the imputation of static and dynamic mixed-type clinical data with an adaptive k-nearest neighbours approach
Erica Tavazzi, Sebastian Daberdaku, Rosario Vasta, Andrea Calvo, Adriano Chiò, Barbara Di Camillo