Michele Piana

Michele Piana

Università degli Studi di Genova

H-index: 37

Europe-Italy

About Michele Piana

Michele Piana, With an exceptional h-index of 37 and a recent h-index of 20 (since 2020), a distinguished researcher at Università degli Studi di Genova, specializes in the field of computational data analysis, medical imaging, solar physics, computational neuroscience.

His recent articles reflect a diverse array of research interests and contributions to the field:

Physics-driven feature combination for an explainable AI approach to flare forecasting

A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics

Encoding the drag-based model in the artificial intelligence training process to predict CMEs’ travel times

Variation of the electron flux spectrum along a solar flare loop as inferred from STIX hard X-ray observations

Prediction of solar energetic events impacting space weather conditions

Artificial intelligence of imaging and clinical neurological data for predictive, preventive and personalized (P3) medicine for Parkinson Disease: The NeuroArtP3 protocol for a …

AI-FLARES: Artificial Intelligence for the Analysis of Solar Flares Data

Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches

Michele Piana Information

University

Position

The MIDA group and LISCOMPlab Dipartimento di Matematica

Citations(all)

5582

Citations(since 2020)

2491

Cited By

3976

hIndex(all)

37

hIndex(since 2020)

20

i10Index(all)

107

i10Index(since 2020)

63

Email

University Profile Page

Università degli Studi di Genova

Google Scholar

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Michele Piana Skills & Research Interests

computational data analysis

medical imaging

solar physics

computational neuroscience

Top articles of Michele Piana

Title

Journal

Author(s)

Publication Date

Physics-driven feature combination for an explainable AI approach to flare forecasting

Margherita Lampani

Sabrina Guastavino

Michele Piana

Federico Benvenuto

Anna Maria Massone

2024/3/7

A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics

Optimization Letters

Francesco Marchetti

Sabrina Guastavino

Cristina Campi

Federico Benvenuto

Michele Piana

2024/4/25

Encoding the drag-based model in the artificial intelligence training process to predict CMEs’ travel times

Sabrina Guastavino

Michele Piana

Anna Maria Massone

Francesco Marchetti

Federico Benvenuto

...

2024/3/7

Variation of the electron flux spectrum along a solar flare loop as inferred from STIX hard X-ray observations

arXiv preprint arXiv:2311.07148

Anna Volpara

Paolo Massa

Sam Krucker

A Gordon Emslie

Michele Piana

...

2023/11/13

Prediction of solar energetic events impacting space weather conditions

Manolis K Georgoulis

Stephanie L Yardley

Jordan A Guerra

Sophie A Murray

Azim Ahmadzadeh

...

2024/2/24

Artificial intelligence of imaging and clinical neurological data for predictive, preventive and personalized (P3) medicine for Parkinson Disease: The NeuroArtP3 protocol for a …

Plos one

Maria Chiara Malaguti

Lorenzo Gios

Bruno Giometto

Chiara Longo

Marianna Riello

...

2024/3/14

AI-FLARES: Artificial Intelligence for the Analysis of Solar Flares Data

arXiv preprint arXiv:2401.01104

Michele Piana

Federico Benvenuto

Anna Maria Massone

Cristina Campi

Sabrina Guastavino

...

2024/1/2

Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches

arXiv preprint arXiv:2403.09847

Sabrina Guastavino

Katsiaryna Bahamazava

Emma Perracchione

Fabiana Camattari

Gianluca Audone

...

2024/3/14

Greedy feature selection: Classifier-dependent feature selection via greedy methods

arXiv preprint arXiv:2403.05138

Fabiana Camattari

Sabrina Guastavino

Francesco Marchetti

Michele Piana

Emma Perracchione

2024/3/8

The data center for the Spectrometer and Telescope for Imaging X-rays (STIX) on board Solar Orbiter

Astronomy & Astrophysics

Hualin Xiao

Shane Maloney

Säm Krucker

Ewan Dickson

Paolo Massa

...

2023/5/1

Mapped Variably Scaled Kernels: Applications to Solar Imaging

Francesco Marchetti

Emma Perracchione

Anna Volpara

Anna Maria Massone

Stefano De Marchi

...

2023/6/29

The STIX Imaging Concept

Solar Physics

Paolo Massa

Gordon J Hurford

Anna Volpara

Matej Kuhar

Andrea F Battaglia

...

2023/10

Three-dimensional numerical schemes for the segmentation of the psoas muscle in X-ray computed tomography images

arXiv preprint arXiv:2312.05887

Giulio Paolucci

Isabella Cama

Cristina Campi

Michele Piana

2023/12/10

Gene’s expression underpinning the divergent predictive value of [18F] F-fluorodeoxyglucose and prostate-specific membrane antigen positron emission tomography in primary …

Journal of Translational Medicine

Matteo Bauckneht

Cecilia Marini

Vanessa Cossu

Cristina Campi

Mattia Riondato

...

2023/1/4

Freehand 1.5 T MR-Guided Vacuum-Assisted Breast Biopsy (MR-VABB): Contribution of Radiomics to the Differentiation of Benign and Malignant Lesions

Diagnostics

Alberto Stefano Tagliafico

Massimo Calabrese

Nicole Brunetti

Alessandro Garlaschi

Simona Tosto

...

2023/3/7

The path from scientific to operational flare forecasting: a deep learning approach

EGU General Assembly Conference Abstracts

Sabrina Guastavino

Francesco Marchetti

Federico Benvenuto

Cristina Campi

Anna Maria Massone

...

2023/5

The Focusing Optics X-ray Solar Imager (FOXSI)

arXiv preprint arXiv:2306.15071

Steven Christe

Meriem Alaoui

Joel Allred

Marina Battaglia

Wayne Baumgartner

...

2023/6/26

Mathematical Modeling of Oncological Data: A Multiscale Perspective

IMACS2023

Michele Piana

CNR-SPIN Genova

2023/9/11

The Large Imaging Spectrometer for Solar Accelerated Nuclei (LISSAN): A Next-Generation Solar γ-ray Spectroscopic Imaging Instrument Concept

Aerospace

Daniel F Ryan

Sophie Musset

Hamish AS Reid

Säm Krucker

Andrea F Battaglia

...

2023/11/23

Research Topic: Data science in neuro-and onco-biology

Frontiers in Applied Mathematics and Statistics

Michele Piana

Sara Sommariva

Narayan Puthanmadam Subramaniyam

2023

See List of Professors in Michele Piana University(Università degli Studi di Genova)

Co-Authors

H-index: 59
david colton

david colton

University of Delaware

H-index: 53
Eduard Kontar

Eduard Kontar

University of Glasgow

H-index: 52
A Gordon Emslie

A Gordon Emslie

Western Kentucky University

H-index: 44
Mario Bertero

Mario Bertero

Università degli Studi di Genova

H-index: 36
Jingnan Guo

Jingnan Guo

University of Science and Technology of China

H-index: 27
Anna Maria Massone

Anna Maria Massone

Università degli Studi di Genova

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