Predicting Treatment Outcomes Using Explainable Machine Learning in Children with Asthma

by Mario Lovrić, Ivana Banić, Emanuel Lacić, Kristina Pavlović, Roman Kern, Mirjana Turkalj
Published 2021-05-01

Predictive Capability of QSAR Models Based on the CompTox Zebrafish Embryo Assays: An Imbalanced Classification Problem

by Mario Lovrić, Olga Malev, Göran Klobučar, Roman Kern, Jay J. Liu, Bono Lučić
Published 2021-03-01

Treatment outcome clustering patterns correspond to discrete asthma phenotypes in children

by Ivana Banić, Mario Lovrić, Gerald Cuder, Roman Kern, Matija Rijavec, Peter Korošec, Mirjana Turkalj
Published 2021-08-01

Should We Embed in Chemistry? A Comparison of Unsupervised Transfer Learning with PCA, UMAP, and VAE on Molecular Fingerprints

by Mario Lovrić, Tomislav Đuričić, Han T. N. Tran, Hussain Hussain, Emanuel Lacić, Morten A. Rasmussen, Roman Kern
Published 2021-08-01

Parasitic resistance as a predictor of faulty anodes in electro galvanizing: a comparison of machine learning, physical and hybrid models

by Mario Lovrić, Richard Meister, Thomas Steck, Leon Fadljević, Johann Gerdenitsch, Stefan Schuster, Lukas Schiefermüller, Stefanie Lindstaedt, Roman Kern
Published 2020-11-01