Michele Fratello
Michele Fratello
Tampere University
Verified email at
Cited by
Cited by
Advances in de novo drug design: from conventional to machine learning methods
VD Mouchlis, A Afantitis, A Serra, M Fratello, AG Papadiamantis, V Aidinis, ...
International journal of molecular sciences 22 (4), 1676, 2021
Decision trees and random forests
M Fratello, R Tagliaferri
Encyclopedia of Bioinformatics and Computational Biology: ABC of …, 2018
MVDA: a multi-view genomic data integration methodology
A Serra, M Fratello, V Fortino, G Raiconi, R Tagliaferri, D Greco
BMC bioinformatics 16 (1), 1-13, 2015
Functional interictal changes of pain processing in migraine with ictal cutaneous allodynia
A Russo, F Esposito, F Conte, M Fratello, G Caiazzo, L Marcuccio, ...
Cephalalgia 37 (4), 305-314, 2017
Resting state fMRI correlates of Theory of Mind impairment in amyotrophic lateral sclerosis
F Trojsi, F Di Nardo, G Santangelo, M Siciliano, C Femiano, C Passaniti, ...
Cortex 97, 1-16, 2017
Transcriptomics in toxicogenomics, part I: experimental design, technologies, publicly available data, and regulatory aspects
PAS Kinaret, A Serra, A Federico, P Kohonen, P Nymark, I Liampa, MK Ha, ...
Nanomaterials 10 (4), 750, 2020
Transcriptomics in toxicogenomics, part III: data modelling for risk assessment
A Serra, M Fratello, L Cattelani, I Liampa, G Melagraki, P Kohonen, ...
Nanomaterials 10 (4), 708, 2020
Multi-view ensemble classification of brain connectivity images for neurodegeneration type discrimination
M Fratello, G Caiazzo, F Trojsi, A Russo, G Tedeschi, R Tagliaferri, ...
Neuroinformatics 15, 199-213, 2017
Transcriptomics in toxicogenomics, part II: preprocessing and differential expression analysis for high quality data
A Federico, A Serra, MK Ha, P Kohonen, JS Choi, I Liampa, P Nymark, ...
Nanomaterials 10 (5), 903, 2020
Robust and sparse correlation matrix estimation for the analysis of high-dimensional genomics data
A Serra, P Coretto, M Fratello, R Tagliaferri
Bioinformatics 34 (4), 625-634, 2018
BMDx: a graphical Shiny application to perform Benchmark Dose analysis for transcriptomics data
A Serra, LA Saarimäki, M Fratello, VS Marwah, D Greco
Bioinformatics 36 (9), 2932-2933, 2020
Computationally prioritized drugs inhibit SARS-CoV-2 infection and syncytia formation
A Serra, M Fratello, A Federico, R Ojha, R Provenzani, E Tasnadi, ...
Briefings in Bioinformatics 23 (1), bbab507, 2022
Biomarkers of nanomaterials hazard from multi-layer data
V Fortino, PAS Kinaret, M Fratello, A Serra, LA Saarimäki, A Gallud, ...
Nature Communications 13 (1), 3798, 2022
Central pain processing in “drug‐naïve” pain‐free patients with Parkinson's disease
A Tessitore, A Russo, R De Micco, M Fratello, G Caiazzo, A Giordano, ...
Human Brain Mapping 39 (2), 932-940, 2018
TinderMIX: Time-dose integrated modelling of toxicogenomics data
A Serra, M Fratello, G Del Giudice, LA Saarimäki, M Paci, A Federico, ...
Gigascience 9 (5), giaa055, 2020
A low-cost open-architecture taste delivery system for gustatory fMRI and BCI experiments
A Canna, A Prinster, M Fratello, L Puglia, M Magliulo, E Cantone, ...
Journal of Neuroscience Methods 311, 1-12, 2019
High angular resolution diffusion imaging abnormalities in the early stages of amyotrophic lateral sclerosis
F Trojsi, G Caiazzo, F Di Nardo, M Fratello, G Santangelo, M Siciliano, ...
Journal of the neurological sciences 380, 215-222, 2017
Integrated network pharmacology approach for drug combination discovery: a multi-cancer case study
A Federico, M Fratello, G Scala, L Möbus, A Pavel, G Del Giudice, ...
Cancers 14 (8), 2043, 2022
Toxicogenomics Data for Chemical Safety Assessment and Development of New Approach Methodologies: An Adverse Outcome Pathway‐Based Approach
LA Saarimäki, J Morikka, A Pavel, S Korpilähde, G Del Giudice, ...
Advanced Science 10 (2), 2203984, 2023
Strong–weak pruning for brain network identification in connectome-wide neuroimaging: Application to amyotrophic lateral sclerosis disease stage characterization
A Serra, P Galdi, E Pesce, M Fratello, F Trojsi, G Tedeschi, R Tagliaferri, ...
International Journal of Neural Systems 29 (07), 1950007, 2019
The system can't perform the operation now. Try again later.
Articles 1–20