Author

Giovanna Maria Dimitri

Observed names: Dimitri, Giovanna Maria, GM Dimitri, Giovanna Dimitri

Institutions: University of Siena, University of Milan

Observed institutions: University of Siena, University of Pisa, University of Milan, University of Cambridge

ORCID: 0000-0002-2728-4272

Observed ORCID: 0000-0002-2728-4272

OpenAlex ID: A5018615713

DrugClust: A machine learning approach for drugs side effects prediction

2017 · Giovanna Maria Dimitri, Pietro Lió · Computational Biology and Chemistry · 76

A Comparison of Machine Learning Approaches for Predicting Employee Attrition

2022 · Filippo Guerranti, Giovanna Maria Dimitri · Applied Sciences · 59

Multimodal and multicontrast image fusion via deep generative models

2022 · Giovanna Maria Dimitri, Simeon Spasov, et al. · Information Fusion · 40

Modular Multi–Source Prediction of Drug Side–Effects With DruGNN

2022 · Pietro Bongini, Franco Scarselli, et al. · IEEE Transactions on Computational Biology and Bioinformatics · 36

Early downregulation of hsa-miR-144-3p in serum from drug-naïve Parkinson’s disease patients

2022 · Elisa Zago, Alessandra Dal Molin, et al. · Scientific Reports · 31

Metabolite and lipoprotein profiles reveal sex-related oxidative stress imbalance in de novo drug-naive Parkinson’s disease patients

2022 · Gaia Meoni, Leonardo Tenori, et al. · npj Parkinson s Disease · 30

Inductive–Transductive Learning with Graph Neural Networks

2018 · Alberto Rossi, Matteo Tiezzi, et al. · Lecture notes in computer science · 27

Segmentation of Aorta 3D CT Images Based on 2D Convolutional Neural Networks

2021 · Simone Bonechi, Paolo Andreini, et al. · Electronics · 25

Integration of Machine Learning Methods to Dissect Genetically Imputed Transcriptomic Profiles in Alzheimer’s Disease

2019 · Carlo Maj, Tiago Azevedo, et al. · Frontiers in Genetics · 25

Machine learning application for patient stratification and phenotype/genotype investigation in a rare disease

2020 · Ottavia Spiga, Vittoria Cicaloni, et al. · Briefings in Bioinformatics · 24

Interoperable Traceability in Agrifood Supply Chains: Enhancing Transport Systems Through IoT Sensor Data, Blockchain, and DataSpace

2025 · Giovanni Farina, Alexander Kocian, et al. · Sensors · 23

A Short Survey on Deep Learning for Multimodal Integration: Applications, Future Perspectives and Challenges

2022 · Giovanna Maria Dimitri · Computers · 22

Interactive alkaptonuria database: investigating clinical data to improve patient care in a rare disease

2019 · Vittoria Cicaloni, Ottavia Spiga, et al. · The FASEB Journal · 22

Deep Neural Networks for Structured Data

2018 · Monica Bianchini, Giovanna Maria Dimitri, et al. · Studies in computational intelligence · 22

Precision agriculture for wine production: A machine learning approach to link weather conditions and wine quality

2024 · Giovanna Maria Dimitri, Alberto Trambusti · Heliyon · 20

Modeling Brain–Heart Crosstalk Information in Patients with Traumatic Brain Injury

2021 · Giovanna Maria Dimitri, Erta Beqiri, et al. · Neurocritical Care · 20

A machine learning approach to analyse and predict the electric cars scenario: The Italian case

2023 · Federico Miconi, Giovanna Maria Dimitri · PLoS ONE · 19

A multiplex network approach for the analysis of intracranial pressure and heart rate data in traumatic brain injured patients

2017 · Giovanna Maria Dimitri, Shruti Agrawal, et al. · Applied Network Science · 19

Deep Learning Approaches for the Segmentation of Glomeruli in Kidney Histopathological Images

2022 · Giovanna Maria Dimitri, Paolo Andreini, et al. · Mathematics · 17

Unsupervised stratification in neuroimaging through deep latent embeddings

2020 · Giovanna Maria Dimitri, Simeon Spasov, et al. · Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 17

Enhancing glomeruli segmentation through cross-species pre-training

2023 · Paolo Andreini, Simone Bonechi, et al. · Neurocomputing · 16

A multi-modal machine learning approach to detect extreme rainfall events in Sicily

2023 · Eleonora Vitanza, Giovanna Maria Dimitri, et al. · Scientific Reports · 16

A geroscience approach for Parkinson’s disease: Conceptual framework and design of PROPAG-AGEING project

2020 · Chiara Pirazzini, Tiago Azevedo, et al. · Mechanisms of Ageing and Development · 15

Simultaneous Transients of Intracranial Pressure and Heart Rate in Traumatic Brain Injury: Methods of Analysis

2018 · Giovanna Maria Dimitri, Shruti Agrawal, et al. · Acta neurochirurgica. Supplementum · 15

Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits

2021 · Tiago Azevedo, Giovanna Maria Dimitri, et al. · npj Systems Biology and Applications · 14

Works count: 88

Citation count: 868

H-index: 19

I10-index: 32