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Giovanna Maria Dimitri, PhD
Giovanna Maria Dimitri, PhD
Assistant Professor at University of Siena, PhD and MPhil at the University of Cambridge (UK)
在 unisi.it 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
DrugClust: a machine learning approach for drugs side effects prediction
GM Dimitri, P Lió
Computational biology and chemistry 68, 204-210, 2017
772017
Inductive–transductive learning with graph neural networks
A Rossi, M Tiezzi, GM Dimitri, M Bianchini, M Maggini, F Scarselli
Artificial Neural Networks in Pattern Recognition: 8th IAPR TC3 Workshop …, 2018
342018
Integration of machine learning methods to dissect genetically imputed transcriptomic profiles in Alzheimer’s disease
C Maj, T Azevedo, V Giansanti, O Borisov, GM Dimitri, S Spasov, ...
Frontiers in genetics 10, 726, 2019
262019
Deep neural networks for structured data
M Bianchini, GM Dimitri, M Maggini, F Scarselli
Computational intelligence for pattern recognition, 29-51, 2018
242018
Multimodal and multicontrast image fusion via deep generative models
GM Dimitri, S Spasov, A Duggento, L Passamonti, P Lió, N Toschi
Information Fusion 88, 146-160, 2022
232022
Interactive alkaptonuria database: investigating clinical data to improve patient care in a rare disease
V Cicaloni, O Spiga, GM Dimitri, R Maiocchi, L Millucci, D Giustarini, ...
The FASEB Journal 33 (11), 12696, 2019
232019
Early downregulation of hsa-miR-144-3p in serum from drug-naïve Parkinson’s disease patients
E Zago, A Dal Molin, GM Dimitri, L Xumerle, C Pirazzini, MG Bacalini, ...
Scientific reports 12 (1), 1330, 2022
212022
Unsupervised stratification in neuroimaging through deep latent embeddings
GM Dimitri, S Spasov, A Duggento, L Passamonti, P Lio, N Toschi
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
202020
Machine learning application for patient stratification and phenotype/genotype investigation in a rare disease
O Spiga, V Cicaloni, GM Dimitri, F Pettini, D Braconi, A Bernini, A Santucci
Briefings in Bioinformatics 22 (5), bbaa434, 2021
192021
Modular multi–source prediction of drug side–effects with DruGNN
P Bongini, F Scarselli, M Bianchini, GM Dimitri, N Pancino, P Lio
IEEE/ACM Transactions on Computational Biology and Bioinformatics 20 (2 …, 2022
182022
Segmentation of aorta 3D CT images based on 2D convolutional neural networks
S Bonechi, P Andreini, A Mecocci, N Giannelli, F Scarselli, E Neri, ...
Electronics 10 (20), 2559, 2021
182021
A multiplex network approach for the analysis of intracranial pressure and heart rate data in traumatic brain injured patients
GM Dimitri, Agrawal S, Young A, Donnelly J, Liu X, Smielewski P, Hutchinson ...
Applied Network Science, 2017
18*2017
Metabolite and lipoprotein profiles reveal sex-related oxidative stress imbalance in de novo drug-naive Parkinson’s disease patients
G Meoni, L Tenori, S Schade, C Licari, C Pirazzini, MG Bacalini, ...
npj Parkinson's Disease 8 (1), 14, 2022
172022
A geroscience approach for Parkinson’s disease: Conceptual framework and design of PROPAG-AGEING project
C Pirazzini, T Azevedo, L Baldelli, A Bartoletti-Stella, ...
Mechanisms of Ageing and Development 194, 111426, 2021
172021
The impact of Syntax Highlighting in Sonic Pi.
GM Dimitri
PPIG, 9, 2015
152015
Simultaneous transients of intracranial pressure and heart rate in traumatic brain injury: Methods of analysis
GM Dimitri, S Agrawal, A Young, J Donnelly, X Liu, P Smielewski, ...
Intracranial Pressure & Neuromonitoring XVI, 147-151, 2018
142018
Modeling brain–heart crosstalk information in patients with traumatic brain injury
GM Dimitri, E Beqiri, MM Placek, M Czosnyka, N Stocchetti, A Ercole, ...
Neurocritical care, 1-13, 2022
122022
Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits
T Azevedo, GM Dimitri, P Lió, ER Gamazon
NPJ systems biology and applications 7 (1), 24, 2021
122021
A short survey on deep learning for multimodal integration: Applications, future perspectives and challenges
GM Dimitri
Computers 11 (11), 163, 2022
102022
A comparison of machine learning approaches for predicting employee attrition
F Guerranti, GM Dimitri
Applied Sciences 13 (1), 267, 2022
92022
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