Michelangelo Paci
Michelangelo Paci
BioMediTech, Faculty of Medicine and Health Technology, Tampere University
Vahvistettu sähköpostiosoite verkkotunnuksessa
Data augmentation approaches for improving animal audio classification
L Nanni, G Maguolo, M Paci
Ecological Informatics 57, 101084, 2020
Computational models of ventricular-and atrial-like human induced pluripotent stem cell derived cardiomyocytes
M Paci, J Hyttinen, K Aalto-Setälä, S Severi
Annals of biomedical engineering 41 (11), 2334-2348, 2013
An Ensemble of Convolutional Neural Networks for Audio Classification
L Nanni, G Maguolo, S Brahnam, M Paci
arXiv preprint arXiv:2007.07966, 2020
Automatic optimization of an in silico model of human iPSC derived cardiomyocytes recapitulating calcium handling abnormalities
M Paci, RP Pölönen, D Cori, K Penttinen, K Aalto-Setälä, S Severi, ...
Frontiers in Physiology 9, 709, 2018
Human induced pluripotent stem cell‐derived versus adult cardiomyocytes: an in silico electrophysiological study on effects of ionic current block
M Paci, J Hyttinen, B Rodriguez, S Severi
British journal of pharmacology 172 (21), 5147-5160, 2015
General Principles for the Validation of Proarrhythmia Risk Prediction Models: An Extension of the CiPA In Silico Strategy
Z Li, GR Mirams, T Yoshinaga, BJ Ridder, X Han, JE Chen, ...
Clinical Pharmacology & Therapeutics 107 (1), 102-111, 2020
Phenotypic variability in LQT3 human induced pluripotent stem cell-derived cardiomyocytes and their response to antiarrhythmic pharmacologic therapy: An in silico approach
M Paci, E Passini, S Severi, J Hyttinen, B Rodriguez
Heart rhythm 14 (11), 1704-1712, 2017
Non-Binary Coding for Texture Descriptors in Sub-Cellular and Stem Cell Image Classification
M Paci, L Nanni, A Lahti, K Aalto-Setala, J Hyttinen, S Severi
Current Bioinformatics 8 (2), 208-219, 2013
All-optical electrophysiology refines populations of in silico human iPSC-CMs for drug evaluation
M Paci, E Passini, A Klimas, S Severi, J Hyttinen, B Rodriguez, ...
Biophysical journal 118 (10), 2596-2611, 2020
Human-based approaches to pharmacology and cardiology: an interdisciplinary and intersectorial workshop
B Rodriguez, A Carusi, N Abi-Gerges, R Ariga, O Britton, G Bub, ...
EP Europace 18 (9), 1287-1298, 2015
Computer vision for virus image classification
FLC dos Santos, M Paci, L Nanni, S Brahnam, J Hyttinen
Biosystems Engineering 138, 11-22, 2015
Simulation of the effects of extracellular calcium changes leads to a novel computational model of human ventricular action potential with a revised calcium handling
C Bartolucci, E Passini, J Hyttinen, M Paci, S Severi
Frontiers in Physiology 11, 314, 2020
Mathematical modelling of the action potential of human embryonic stem cell derived cardiomyocytes
M Paci, L Sartiani, M Del Lungo, M Jaconi, A Mugelli, E Cerbai, S Severi
Biomedical engineering online 11 (1), 1-22, 2012
An ensemble of classifiers based on different texture descriptors for texture classification
M Paci, L Nanni, S Severi
Journal of King Saud University-Science 25 (3), 235-244, 2013
Texture Descriptors Ensembles Enable Image-Based Classification of Maturation of Human Stem Cell-Derived Retinal Pigmented Epithelium
L Nanni, M Paci, FLC dos Santos, H Skottman, K Juuti-Uusitalo, J Hyttinen
PloS one 11 (2), e0149399, 2016
A fully automated left atrium segmentation approach from late gadolinium enhanced magnetic resonance imaging based on a convolutional neural network
D Borra, A Andalò, M Paci, C Fabbri, C Corsi
Quantitative Imaging in Medicine and Surgery 10 (10), 1894, 2020
Virus image classification using different texture descriptors
L Nanni, M Paci, S Brahnam, S Ghidoni, E Menegatti
The 14th International Conference on Bioinformatics and Computational …, 2013
Comparison of the Simulated Response of Three In Silico Human Stem Cell-derived Cardiomyocytes Models and In Vitro Data under 15 Drug Actions
M Paci, JT Koivumäki, HR Lu, DJ Gallacher, E Passini, B Rodriguez
Frontiers in Pharmacology 12, 120, 2021
Audiogmenter: a MATLAB Toolbox for Audio Data Augmentation
G Maguolo, M Paci, L Nanni, L Bonan
arXiv preprint arXiv:1912.05472, 2019
Large-Scale Simulation of the Phenotypical Variability Induced by Loss-of-Function Long QT Mutations in Human Induced Pluripotent Stem Cell Cardiomyocytes
M Paci, S Casini, M Bellin, J Hyttinen, S Severi
International journal of molecular sciences 19 (11), 3583, 2018
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Artikkelit 1–20