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Researcher
Dimitrios Iliadis
Profile
Projects
Publications
Activities
Awards & Distinctions
7
Results
2024
A comparison of embedding aggregation strategies in drug-target interaction prediction
Dimitrios Iliadis
Bernard De Baets
Tapio Pahikkala
Willem Waegeman
A1
Journal Article
in
BMC BIOINFORMATICS
2024
Hyperparameter optimization of two-branch neural networks in multi-target prediction
Dimitrios Iliadis
Marcel Wever
Bernard De Baets
Willem Waegeman
A1
Journal Article
in
APPLIED SOFT COMPUTING
2024
Machine-learning-based prediction of disability progression in multiple sclerosis : an observational, international, multi-center study
Edward De Brouwer
Thijs Becker
Lorin Werthen-Brabants
Pieter Dewulf
Dimitrios Iliadis
Cathérine Dekeyser
Guy Laureys
Bart Van Wijmeersch
Veronica Popescu
Tom Dhaene
et al.
A2
Journal Article
in
PLOS DIGITAL HEALTH
2024
2023
Automated multi-target prediction with two-branch neural networks
Dimitrios Iliadis
Bernard De Baets
Willem Waegeman
Dissertation
2023
DeepMTP : a Python-based deep learning framework for multi-target prediction
Dimitrios Iliadis
Bernard De Baets
Willem Waegeman
A1
Journal Article
in
SOFTWAREX
2023
2022
Machine-learning-based prediction of disability progression in multiple sclerosis : an observational, international, multi-center study
Edward De Brouwer
Thijs Becker
Lorin Werthen-Brabants
Pieter Dewulf
Dimitrios Iliadis
Cathérine Dekeyser
Guy Laureys
Bart Van Wijmeersch
Veronica Popescu
Tom Dhaene
et al.
Preprint
2022
Multi-target prediction for dummies using two-branch neural networks
Dimitrios Iliadis
Bernard De Baets
Willem Waegeman
A1
Journal Article
in
MACHINE LEARNING
2022