Experimental validation of a linear model for data reduction in Chirp-Pulse microwave CT. - Michio Miyakawa; Kentaroh Orikasa; Mario Bertero; Patrizia Boccacci; Franco Conte; Michele Piana (IEEE Trans. Medical Imaging, 2002)

Some Properties of Regularized Kernel Methods - Ernesto De Vito; Lorenzo Rosasco; Andrea Caponnetto; Michele Piana; Alessandro Verri (J. Mach. Learn. Res., 2004)

Are Loss Functions All the Same?. - Lorenzo Rosasco; Ernesto De Vito; Andrea Caponnetto; Michele Piana; Alessandro Verri (Neural Comput., 2004)

FIST: A fast visualizer for fixed-frequency acoustic and electromagnetic inverse scattering problems. - Fabio Mazzone; Joe Coyle; Anna Maria Massone; Michele Piana (Simul. Model. Pract. Theory, 2006)

Postprocessing of the Linear Sampling Method by Means of Deformable Models. - Riccardo Aramini; Massimo Brignone; Joe Coyle; Michele Piana (SIAM J. Sci. Comput., 2008)

A Regularized Visibility-Based Approach to Astronomical Imaging Spectroscopy. - Marco Prato; Michele Piana; A. Gordon Emslie; G. J. Hurford; Eduard P. Kontar; Anna Maria Massone (SIAM J. Imaging Sci., 2009)

Computational Methods in Biomedical Imaging. - Michele Piana (Encyclopedia of Artificial Intelligence, 2009)

A Visualization Method for Breast Cancer Detection Using Microwaves. - Fabrice Delbary; Massimo Brignone; Giovanni Bozza; Riccardo Aramini; Michele Piana (SIAM J. Appl. Math., 2010)

Highly Automated Dipole EStimation (HADES). - Cristina Campi; Annalisa Pascarella; Alberto Sorrentino; Michele Piana (Comput. Intell. Neurosci., 2011)

Pattern recognition in medical imaging by means of the Hough transform of curves. - Cristina Campi; Annalisa Perasso; Mauro Carlo Beltrametti; Anna Maria Massone; Gianmario Sambuceti; Michele Piana (ISPA, 2013)

Estimate of FDG Excretion by means of Compartmental Analysis and Ant Colony Optimization of Nuclear Medicine Data. - Sara Garbarino; Giacomo Caviglia; Massimo Brignone; Michela Massollo; Gianmario Sambuceti; Michele Piana (Comput. Math. Methods Medicine, 2013)

Application of the Inhomogeneous Lippmann-Schwinger Equation to Inverse Scattering Problems. - Giovanni Giorgi; Massimo Brignone; Riccardo Aramini; Michele Piana (SIAM J. Appl. Math., 2013)

Hough Transform of Special Classes of Curves. - Mauro Carlo Beltrametti; Anna Maria Massone; Michele Piana (SIAM J. Imaging Sci., 2013)

Sliding window and compressive sensing for low-field dynamic magnetic resonance imaging. - Cristian Toraci; Gabriele Zaccaria; Stefano Ceriani; David Wilson; Marco Fato; Michele Piana (CoRR, 2014)

DESAT: A Solar SoftWare tool for image de-saturation in the Atmospheric Image Assembly onboard the Solar Dynamics Observatory. - Richard A. Schwartz; Gabriele Torre; Anna Maria Massone; Michele Piana (Astron. Comput., 2015)

DESAT: an SSW tool for SDO/AIA image de-saturation. - Richard A. Schwartz; Gabriele Torre; Anna Maria Massone; Michele Piana (CoRR, 2015)

The Process of Data Formation for the Spectrometer/Telescope for Imaging X-rays (STIX) in Solar Orbiter. - Sara Giordano; Nicola Pinamonti; Michele Piana; Anna Maria Massone (SIAM J. Imaging Sci., 2015)

HT-BONE: a graphical user interface for the identification of bone profiles in CT images via extended Hough transform. - Cristina Campi; Annalisa Perasso; Mauro Carlo Beltrametti; Michele Piana; Gianmario Sambuceti; Anna Maria Massone (Image Processing, 2016)

A hybrid supervised/unsupervised machine learning approach to solar flare prediction. - Federico Benvenuto; Michele Piana; Cristina Campi; Anna Maria Massone (CoRR, 2017)

Solar hard X-ray imaging by means of Compressed Sensing and Finite Isotropic Wavelet Transform. - Miguel A. Duval-Poo; Michele Piana; Anna Maria Massone (CoRR, 2017)

FLARECAST: An I4.0 Technology for Space Weather Using Satellite Data. - Michele Piana; Federico Benvenuto; Anna Maria Massone; Cristina Campi (RTSI, 2018)

Desaturating EUV observations of solar flaring storms. - Sabrina Guastavino; Michele Piana; Anna Maria Massone; Richard A. Schwartz; Federico Benvenuto (CoRR, 2019)

Automated Definition of Skeletal Disease Burden in Metastatic Prostate Carcinoma: a 3D analysis of SPECT/CT images. - Francesco Fiz; Helmut Dittmann; Cristina Campi; Matthias Weissinger; Samine Sahbai; Matthias Reimold; Arnulf Stenzl; Michele Piana; Gianmario Sambuceti; Christian la Fougère (CoRR, 2019)

Computational approaches for parametric imaging of dynamic PET data. - Serena Crisci; Michele Piana; Valeria Ruggiero; Mara Scussolini (CoRR, 2019)

On the two-step estimation of the cross-power spectrum for dynamical inverse problems. - Elisabetta Vallarino; Sara Sommariva; Michele Piana; Alberto Sorrentino (CoRR, 2019)

Prognostic power of the human psoas muscles FDG metabolism in amyotrophic lateral sclerosis. - Rita Lai; Daniela Schenone; Gianmario Sambuceti; Anna Maria Massone; Cristina Campi; Adriano Chiò; Claudia Caponnetto; Angelina Cistaro; Matteo Bauckneht; Vanessa Cossu; Silvia Morbelli; Cecilia Marini; et al. (Computer-Aided Diagnosis, 2020)

Radiomics and artificial intelligence analysis of CT data for the identification of prognostic features in multiple myeloma. - Daniela Schenone; Rita Lai; Michele Cea; Federica Rossi; Lorenzo Torri; Bianca Bignotti; Giulia Succio; Stefano Gualco; Alessio Conte; Alida Dominietto; Anna Maria Massone; Michele Piana; et al. (Computer-Aided Diagnosis, 2020)

Mathematical modelling of nuclear medicine data. - Michele Piana; Giacomo Caviglia; Sara Sommariva (CoRR, 2020)

Machine learning as a flaring storm warning machine: Was a warning machine for the September 2017 solar flaring storm possible? - Federico Benvenuto; Cristina Campi; Anna Maria Massone; Michele Piana (CoRR, 2020)

Visibility Interpolation in Solar Hard X-ray Imaging: Application to RHESSI and STIX. - Emma Perracchione; Paolo Massa; Anna Maria Massone; Michele Piana (CoRR, 2020)

The Role of Spectral Complexity in Connectivity Estimation. - Elisabetta Vallarino; Alberto Sorrentino; Michele Piana; Sara Sommariva (Axioms, 2021)

Feature augmentation for the inversion of the Fourier transform with limited data. - Emma Perracchione; Anna Maria Massone; Michele Piana (CoRR, 2021)

Imaging from STIX visibility amplitudes. - Paolo Massa; Emma Perracchione; Sara Garbarino; Andrea F. Battaglia; Federico Benvenuto; Michele Piana; Gordon Hurford; Sam Krucker (CoRR, 2021)

Prediction of severe thunderstorm events with ensemble deep learning and radar data. - Sabrina Guastavino; Michele Piana; Marco Tizzi; Federico Cassola; Antonio Iengo; Davide Sacchetti; Enrico Solazzo; Federico Benvenuto (CoRR, 2021)

Implementation paradigm for supervised flare forecasting studies: a deep learning application with video data. - Sabrina Guastavino; Francesco Marchetti; Federico Benvenuto; Cristina Campi; Michele Piana (CoRR, 2021)

On the Asymptotic Equivalence Between the Radon and the Hough Transforms of Digital Images. - Riccardo Aramini; Fabrice Delbary; Mauro Carlo Beltrametti; Claudio Estatico; Michele Piana; Anna Maria Massone (SIAM J. Imaging Sci., 2021)

A Regularized Affine-Scaling Trust-Region Method for Parametric Imaging of Dynamic PET Data. - Serena Crisci; Michele Piana; Valeria Ruggiero; Mara Scussolini (SIAM J. Imaging Sci., 2021)

Hard X-Ray Imaging of Solar Flares, 2 - Michele Piana; A. Gordon Emslie; Anna Maria Massone; Brian R. Dennis (Springer, 2022)

Forward-fitting STIX visibilities. - Anna Volpara; Paolo Massa; Emma Perracchione; Andrea Francesco Battaglia; Sara Garbarino; Federico Benvenuto; Anna Maria Massone; Sam Krucker; Michele Piana (CoRR, 2022)

Operational solar flare forecasting via video-based deep learning. - Sabrina Guastavino; Francesco Marchetti; Federico Benvenuto; Cristina Campi; Michele Piana (CoRR, 2022)

Score-Oriented Loss (SOL) functions. - Francesco Marchetti; Sabrina Guastavino; Michele Piana; Cristina Campi (Pattern Recognit., 2022)

Mapped Variably Scaled Kernels: Applications to Solar Imaging. - Francesco Marchetti; Emma Perracchione; Anna Volpara; Anna Maria Massone; Stefano De Marchi; Michele Piana (ICCSA (Workshops 5), 2023)

Multi-scale CLEAN in hard X-ray solar imaging. - Anna Volpara; Michele Piana; Anna Maria Massone (CoRR, 2023)

Physics-driven machine learning for the prediction of coronal mass ejections' travel times. - Sabrina Guastavino; Valentina Candiani; Alessandro Bemporad; Francesco Marchetti; Federico Benvenuto; Anna Maria Massone; Roberto Susino; Daniele Telloni; Silvano Fineschi; Michele Piana (CoRR, 2023)

Unbiased CLEAN for STIX in Solar Orbiter. - Emma Perracchione; Fabiana Camattari; Anna Volpara; Paolo Massa; Anna Maria Massone; Michele Piana (CoRR, 2023)

Variation of the electron flux spectrum along a solar flare loop as inferred from STIX hard X-ray observations. - Anna Volpara; Paolo Massa; Sam Krucker; A. Gordon Emslie; Michele Piana; Anna Maria Massone (CoRR, 2023)

Editorial: Data science in neuro- and onco-biology. - Sara Sommariva; Narayan Puthanmadam Subramaniyam; Michele Piana (Frontiers Appl. Math. Stat., 2023)

AI-FLARES: Artificial Intelligence for the Analysis of Solar Flares Data. - Michele Piana; Federico Benvenuto; Anna Maria Massone; Cristina Campi; Sabrina Guastavino; Francesco Marchetti; Paolo Massa; Emma Perracchione; Anna Volpara (CoRR, 2024)

Greedy feature selection: Classifier-dependent feature selection via greedy methods. - Fabiana Camattari; Sabrina Guastavino; Francesco Marchetti; Michele Piana; Emma Perracchione (CoRR, 2024)

Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches. - Sabrina Guastavino; Katsiaryna Bahamazava; Emma Perracchione; Fabiana Camattari; Gianluca Audone; Daniele Telloni; Roberto Susino; Gianalfredo Nicolini; Silvano Fineschi; Michele Piana; Anna Maria Massone (CoRR, 2024)

RIS: Regularized Imaging Spectroscopy for STIX on-board Solar Orbiter. - Anna Volpara; Alessandro Lupoli; Frank Filbir; Emma Perracchione; Anna Maria Massone; Michele Piana (CoRR, 2024)

Deep Learning for Active Region Classification: A Systematic Study from Convolutional Neural Networks to Vision Transformers. - Edoardo Legnaro; Sabrina Guastavino; Michele Piana; Anna Maria Massone (CoRR, 2024)

Bad and Good Errors: Value-Weighted Skill Scores in Deep Ensemble Learning. - Sabrina Guastavino; Michele Piana; Federico Benvenuto (IEEE Trans. Neural Networks Learn. Syst., 2024)

Classifier-dependent feature selection via greedy methods. - Fabiana Camattari; Sabrina Guastavino; Francesco Marchetti; Michele Piana; Emma Perracchione (Stat. Comput., 2024)

Three-dimensional numerical schemes for the segmentation of the psoas muscle in X-ray computed tomography images. - Giulio Paolucci; Isabella Cama; Cristina Campi; Michele Piana (BMC Medical Imaging, 2024)

A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics. - Francesco Marchetti; Sabrina Guastavino; Cristina Campi; Federico Benvenuto; Michele Piana (Optim. Lett., 2025)

Segmentation variability and radiomics stability for predicting Triple-Negative Breast Cancer subtype using Magnetic Resonance Imaging. - Isabella Cama; Alejandro Guzmán; Cristina Campi; Michele Piana; Karim Lekadir; Sara Garbarino; Oliver Díaz (CoRR, 2025)

Physics-informed features in supervised machine learning. - Margherita Lampani; Sabrina Guastavino; Michele Piana; Federico Benvenuto (CoRR, 2025)

DISARM++: Beyond scanner-free harmonization. - Luca Caldera; Lara Cavinato; Alessio Cirone; Isabella Cama; Sara Garbarino; Raffaele Lodi; Fabrizio Tagliavini; Anna Nigri; Silvia De Francesco; Andrea Cappozzo; Michele Piana; Francesca Ieva (CoRR, 2025)

Probabilistic approach to longitudinal response prediction: application to radiomics from brain cancer imaging. - Isabella Cama; Michele Piana; Cristina Campi; Sara Garbarino (CoRR, 2025)

Solving Implicit Inverse Problems with Homotopy-Based Regularization Path. - Davide Parodi; Federico Benvenuto; Sara Garbarino; Michele Piana (CoRR, 2025)

AI-based modular warning machine for risk identification in proximity healthcare. - Chiara Razzetta; Shahryar Noei; Federico Barbarossa; Edoardo Spairani; Monica Roascio; Elisa Barbi; Giulia Ciacci; Sara Sommariva; Sabrina Guastavino; Michele Piana; Matteo Lenge; Gabriele Arnulfo; et al. (CoRR, 2025)

tiDAS: a time invariant approximation of the Delay and Sum algorithm for biomedical ultrasound PSF reconstructions. - Chiara Razzetta; Sara Garbarino; Michele Piana; Marco Crocco; Federico Benvenuto (CoRR, 2025)