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A machine learning approach to assess Sustainable Development Goals food performances: The Italian case

PloS one, 2024-01, Vol.19 (1), p.e0296465-e0296465

2024

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

PloS one, 2023-01, Vol.18 (1), p.e0279040

2023

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

Computers (Basel), 2022-11, Vol.11 (11), p.163

Dimitri, Giovanna Maria

2022

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

Scientific reports, 2023-04, Vol.13 (1), p.6196-6196, Article 6196

2023

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A One-Class Classifier for the Detection of GAN Manipulated Multi-Spectral Satellite Images

Remote sensing (Basel, Switzerland), 2024-03, Vol.16 (5), p.781

2024

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A Comparison of Machine Learning Approaches for Predicting Employee Attrition

Applied sciences, 2023-01, Vol.13 (1), p.267

2023

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

Heliyon, 2024-06, Vol.10 (11), p.e31648, Article e31648

2024

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DrugClust: A machine learning approach for drugs side effects prediction

Computational biology and chemistry, 2017-06, Vol.68, p.204-210

2017

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Speech emotion recognition with artificial intelligence for contact tracing in the COVID‐19 pandemic

Cognitive computation and systems, 2023-03, Vol.5 (1), p.71-85

2023

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

Frontiers in genetics, 2019-09, Vol.10, p.726

2019

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NMR Spectroscopy Combined with Machine Learning Approaches for Age Prediction in Healthy and Parkinson’s Disease Cohorts through Metabolomic Fingerprints

Applied sciences, 2022-09, Vol.12 (18), p.8954

2022

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A Mixed Statistical and Machine Learning Approach for the Analysis of Multimodal Trail Making Test Data

Mathematics (Basel), 2021-12, Vol.9 (24), p.3159

2021

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

NPJ systems biology and applications, 2021-05, Vol.7 (1), p.24-24, Article 24

2021

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Echo state networks for the recognition of type 1 Brugada syndrome from conventional 12-LEAD ECG

Heliyon, 2024-02, Vol.10 (3), p.e25404-e25404, Article e25404

2024

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

Mathematics (Basel), 2022-06, Vol.10 (11), p.1934

2022

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Enhancing glomeruli segmentation through cross-species pre-training

Neurocomputing (Amsterdam), 2024-01, Vol.563, p.126947, Article 126947

2024

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A novel solution for the development of a sentimental analysis chatbot integrating ChatGPT

Personal and ubiquitous computing, 2024-07

2024

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

Applied network science, 2017-12, Vol.2 (1), p.29-29, Article 29

2017

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Multimodal and multicontrast image fusion via deep generative models

Information fusion, 2022-12, Vol.88, p.146-160

2022

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

Briefings in bioinformatics, 2021-09, Vol.22 (5)

2021

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

IEEE/ACM transactions on computational biology and bioinformatics, 2023-03, Vol.20 (2), p.1211-1220

2023

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

The FASEB journal, 2019-11, Vol.33 (11), p.12696-12703

2019

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

Scientific reports, 2022-01, Vol.12 (1), p.1330-13, Article 1330

2022

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Analysis of Cardio-Cerebral Crosstalk Events in an Adult Cohort from the CENTER-TBI Study

Intracranial Pressure and Neuromonitoring XVII, p.39-42

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

Mechanisms of ageing and development, 2021-03, Vol.194, p.111426, Article 111426

2021

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A machine learning approach to assess Sustainable Development Goals food performances: The Italian case

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

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

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

A One-Class Classifier for the Detection of GAN Manipulated Multi-Spectral Satellite Images

A Comparison of Machine Learning Approaches for Predicting Employee Attrition

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

DrugClust: A machine learning approach for drugs side effects prediction

Speech emotion recognition with artificial intelligence for contact tracing in the COVID‐19 pandemic

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

NMR Spectroscopy Combined with Machine Learning Approaches for Age Prediction in Healthy and Parkinson’s Disease Cohorts through Metabolomic Fingerprints

A Mixed Statistical and Machine Learning Approach for the Analysis of Multimodal Trail Making Test Data

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

Echo state networks for the recognition of type 1 Brugada syndrome from conventional 12-LEAD ECG

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

Enhancing glomeruli segmentation through cross-species pre-training

A novel solution for the development of a sentimental analysis chatbot integrating ChatGPT

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

Multimodal and multicontrast image fusion via deep generative models

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

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

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

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

Analysis of Cardio-Cerebral Crosstalk Events in an Adult Cohort from the CENTER-TBI Study

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

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