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ORCIDMichele Piana
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- affiliation: University of Genoa, Italy
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2020 – today
- 2024
[j21]Giulio Paolucci, Isabella Cama, Cristina Campi, Michele Piana:
Three-dimensional numerical schemes for the segmentation of the psoas muscle in X-ray computed tomography images. BMC Medical Imaging 24(1): 251 (2024)- [j20]Fabiana Camattari, Sabrina Guastavino, Francesco Marchetti, Michele Piana, Emma Perracchione:
Classifier-dependent feature selection via greedy methods. Stat. Comput. 34(5): 151 (2024) - [j19]Sabrina Guastavino
, Michele Piana, Federico Benvenuto:
Bad and Good Errors: Value-Weighted Skill Scores in Deep Ensemble Learning. IEEE Trans. Neural Networks Learn. Syst. 35(2): 1993-2002 (2024) - [i32]Michele Piana, Federico Benvenuto, Anna Maria Massone, Cristina Campi, Sabrina Guastavino, Francesco Marchetti, Paolo Massa, Emma Perracchione, Anna Volpara:
AI-FLARES: Artificial Intelligence for the Analysis of Solar Flares Data. CoRR abs/2401.01104 (2024) - [i31]Fabiana Camattari, Sabrina Guastavino, Francesco Marchetti, Michele Piana, Emma Perracchione:
Greedy feature selection: Classifier-dependent feature selection via greedy methods. CoRR abs/2403.05138 (2024) - [i30]Sabrina Guastavino, Katsiaryna Bahamazava, Emma Perracchione, Fabiana Camattari, Gianluca Audone, Daniele Telloni, Roberto Susino, Gianalfredo Nicolini, Silvano Fineschi, Michele Piana, Anna Maria Massone:
Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches. CoRR abs/2403.09847 (2024) - [i29]Anna Volpara, Alessandro Lupoli, Frank Filbir, Emma Perracchione, Anna Maria Massone, Michele Piana:
RIS: Regularized Imaging Spectroscopy for STIX on-board Solar Orbiter. CoRR abs/2407.01175 (2024) - [i28]Edoardo Legnaro, Sabrina Guastavino, Michele Piana, Anna Maria Massone:
Deep Learning for Active Region Classification: A Systematic Study from Convolutional Neural Networks to Vision Transformers. CoRR abs/2410.17816 (2024) - 2023
- [j18]Sara Sommariva, Narayan Puthanmadam Subramaniyam, Michele Piana:
Editorial: Data science in neuro- and onco-biology. Frontiers Appl. Math. Stat. 9 (2023) - [c6]Francesco Marchetti, Emma Perracchione, Anna Volpara, Anna Maria Massone, Stefano De Marchi, Michele Piana:
Mapped Variably Scaled Kernels: Applications to Solar Imaging. ICCSA (Workshops 5) 2023: 577-592 - [i27]Anna Volpara, Michele Piana, Anna Maria Massone:
Multi-scale CLEAN in hard X-ray solar imaging. CoRR abs/2303.16272 (2023) - [i26]Francesco Marchetti, Emma Perracchione, Anna Volpara, Anna Maria Massone, Stefano De Marchi, Michele Piana:
Mapped Variably Scaled Kernels: Applications to Solar Imaging. CoRR abs/2304.00975 (2023) - [i25]Sabrina Guastavino, Valentina Candiani, Alessandro Bemporad, Francesco Marchetti, Federico Benvenuto, Anna Maria Massone, Roberto Susino, Daniele Telloni, Silvano Fineschi, Michele Piana:
Physics-driven machine learning for the prediction of coronal mass ejections' travel times. CoRR abs/2305.10057 (2023) - [i24]Francesco Marchetti, Sabrina Guastavino, Cristina Campi, Federico Benvenuto, Michele Piana:
A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics. CoRR abs/2305.13472 (2023) - [i23]Emma Perracchione, Fabiana Camattari, Anna Volpara, Paolo Massa, Anna Maria Massone, Michele Piana:
Unbiased CLEAN for STIX in Solar Orbiter. CoRR abs/2307.09991 (2023) - [i22]Anna Volpara, Paolo Massa, Sam Krucker, A. Gordon Emslie, Michele Piana, Anna Maria Massone:
Variation of the electron flux spectrum along a solar flare loop as inferred from STIX hard X-ray observations. CoRR abs/2311.07148 (2023) - [i21]Giulio Paolucci, Isabella Cama, Cristina Campi, Michele Piana:
Three-dimensional numerical schemes for the segmentation of the psoas muscle in X-ray computed tomography images. CoRR abs/2312.05887 (2023) - 2022
- [b1]Michele Piana, A. Gordon Emslie, Anna Maria Massone, Brian R. Dennis:
Hard X-Ray Imaging of Solar Flares, 2. Springer 2022, ISBN 978-3-030-87276-2, pp. 1-164 - [j17]Francesco Marchetti, Sabrina Guastavino, Michele Piana, Cristina Campi:
Score-Oriented Loss (SOL) functions. Pattern Recognit. 132: 108913 (2022) - [i20]Anna Volpara, Paolo Massa, Emma Perracchione, Andrea Francesco Battaglia, Sara Garbarino, Federico Benvenuto, Anna Maria Massone, Sam Krucker, Michele Piana:
Forward-fitting STIX visibilities. CoRR abs/2204.14148 (2022) - [i19]Sabrina Guastavino, Francesco Marchetti, Federico Benvenuto, Cristina Campi, Michele Piana:
Operational solar flare forecasting via video-based deep learning. CoRR abs/2209.05128 (2022) - 2021
- [j16]Elisabetta Vallarino, Alberto Sorrentino, Michele Piana, Sara Sommariva:
The Role of Spectral Complexity in Connectivity Estimation. Axioms 10(1): 35 (2021) - [j15]Serena Crisci, Michele Piana, Valeria Ruggiero, Mara Scussolini:
A Regularized Affine-Scaling Trust-Region Method for Parametric Imaging of Dynamic PET Data. SIAM J. Imaging Sci. 14(1): 418-439 (2021) - [j14]Riccardo Aramini, Fabrice Delbary, Mauro Carlo Beltrametti, Claudio Estatico, Michele Piana, Anna Maria Massone:
On the Asymptotic Equivalence Between the Radon and the Hough Transforms of Digital Images. SIAM J. Imaging Sci. 14(2): 506-529 (2021) - [i18]Emma Perracchione, Anna Maria Massone, Michele Piana:
Feature augmentation for the inversion of the Fourier transform with limited data. CoRR abs/2102.03755 (2021) - [i17]Sabrina Guastavino, Michele Piana, Federico Benvenuto:
Bad and good errors: value-weighted skill scores in deep ensemble learning. CoRR abs/2103.02881 (2021) - [i16]Francesco Marchetti, Sabrina Guastavino, Michele Piana, Cristina Campi:
Score-oriented loss (SOL) functions. CoRR abs/2103.15522 (2021) - [i15]Paolo Massa, Emma Perracchione, Sara Garbarino, Andrea F. Battaglia, Federico Benvenuto, Michele Piana, Gordon Hurford, Sam Krucker:
Imaging from STIX visibility amplitudes. CoRR abs/2108.04901 (2021) - [i14]Sabrina Guastavino, Michele Piana, Marco Tizzi, Federico Cassola, Antonio Iengo, Davide Sacchetti, Enrico Solazzo, Federico Benvenuto:
Prediction of severe thunderstorm events with ensemble deep learning and radar data. CoRR abs/2109.09791 (2021) - [i13]Sabrina Guastavino, Francesco Marchetti, Federico Benvenuto, Cristina Campi, Michele Piana:
Implementation paradigm for supervised flare forecasting studies: a deep learning application with video data. CoRR abs/2110.12554 (2021) - 2020
- [c5]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, Michele Piana:
Prognostic power of the human psoas muscles FDG metabolism in amyotrophic lateral sclerosis. Computer-Aided Diagnosis 2020 - [c4]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, Cristina Campi, Francesco Frassoni, Gianmario Sambuceti, Alberto Tagliafico:
Radiomics and artificial intelligence analysis of CT data for the identification of prognostic features in multiple myeloma. Computer-Aided Diagnosis 2020 - [i12]Michele Piana, Giacomo Caviglia, Sara Sommariva:
Mathematical modelling of nuclear medicine data. CoRR abs/2001.06884 (2020) - [i11]Federico Benvenuto, Cristina Campi, Anna Maria Massone, Michele Piana:
Machine learning as a flaring storm warning machine: Was a warning machine for the September 2017 solar flaring storm possible? CoRR abs/2007.02425 (2020) - [i10]Elisabetta Vallarino, Michele Piana, Alberto Sorrentino, Sara Sommariva:
The role of spectral complexity in connectivity estimation. CoRR abs/2011.14827 (2020) - [i9]Emma Perracchione, Paolo Massa, Anna Maria Massone, Michele Piana:
Visibility Interpolation in Solar Hard X-ray Imaging: Application to RHESSI and STIX. CoRR abs/2012.14007 (2020)
2010 – 2019
- 2019
- [i8]Sabrina Guastavino, Michele Piana, Anna Maria Massone, Richard A. Schwartz, Federico Benvenuto:
Desaturating EUV observations of solar flaring storms. CoRR abs/1904.04211 (2019) - [i7]Francesco Fiz, Helmut Dittmann, Cristina Campi, Matthias Weissinger, Samine Sahbai, Matthias Reimold, Arnulf Stenzl, Michele Piana, Gianmario Sambuceti, Christian la Fougère:
Automated Definition of Skeletal Disease Burden in Metastatic Prostate Carcinoma: a 3D analysis of SPECT/CT images. CoRR abs/1906.08200 (2019) - [i6]Serena Crisci, Michele Piana, Valeria Ruggiero, Mara Scussolini:
Computational approaches for parametric imaging of dynamic PET data. CoRR abs/1908.11139 (2019) - [i5]Elisabetta Vallarino, Sara Sommariva, Michele Piana, Alberto Sorrentino:
On the two-step estimation of the cross-power spectrum for dynamical inverse problems. CoRR abs/1909.01266 (2019) - 2018
- [c3]Michele Piana, Federico Benvenuto, Anna Maria Massone, Cristina Campi:
FLARECAST: An I4.0 Technology for Space Weather Using Satellite Data. RTSI 2018: 1-4 - 2017
- [i4]Federico Benvenuto, Michele Piana, Cristina Campi, Anna Maria Massone:
A hybrid supervised/unsupervised machine learning approach to solar flare prediction. CoRR abs/1706.07103 (2017) - [i3]Miguel A. Duval-Poo, Michele Piana, Anna Maria Massone:
Solar hard X-ray imaging by means of Compressed Sensing and Finite Isotropic Wavelet Transform. CoRR abs/1708.03877 (2017) - 2016
- [c2]Cristina Campi, Annalisa Perasso, Mauro Carlo Beltrametti, Michele Piana, Gianmario Sambuceti, Anna Maria Massone:
HT-BONE: a graphical user interface for the identification of bone profiles in CT images via extended Hough transform. Image Processing 2016: 978423 - 2015
- [j13]Richard A. Schwartz, Gabriele Torre, Anna Maria Massone, Michele Piana:
DESAT: A Solar SoftWare tool for image de-saturation in the Atmospheric Image Assembly onboard the Solar Dynamics Observatory. Astron. Comput. 13: 117-123 (2015) - [j12]Sara Giordano, Nicola Pinamonti, Michele Piana, Anna Maria Massone:
The Process of Data Formation for the Spectrometer/Telescope for Imaging X-rays (STIX) in Solar Orbiter. SIAM J. Imaging Sci. 8(2): 1315-1331 (2015) - [i2]Richard A. Schwartz, Gabriele Torre, Anna Maria Massone, Michele Piana:
DESAT: an SSW tool for SDO/AIA image de-saturation. CoRR abs/1503.02302 (2015) - 2014
- [i1]Cristian Toraci, Gabriele Zaccaria, Stefano Ceriani, David Wilson, Marco Fato, Michele Piana:
Sliding window and compressive sensing for low-field dynamic magnetic resonance imaging. CoRR abs/1402.2453 (2014) - 2013
- [j11]Sara Garbarino, Giacomo Caviglia, Massimo Brignone, Michela Massollo, Gianmario Sambuceti, Michele Piana:
Estimate of FDG Excretion by means of Compartmental Analysis and Ant Colony Optimization of Nuclear Medicine Data. Comput. Math. Methods Medicine 2013: 793142:1-793142:10 (2013) - [j10]Giovanni Giorgi, Massimo Brignone, Riccardo Aramini, Michele Piana:
Application of the Inhomogeneous Lippmann-Schwinger Equation to Inverse Scattering Problems. SIAM J. Appl. Math. 73(1): 212-231 (2013) - [j9]Mauro Carlo Beltrametti, Anna Maria Massone, Michele Piana:
Hough Transform of Special Classes of Curves. SIAM J. Imaging Sci. 6(1): 391-412 (2013) - [c1]Cristina Campi, Annalisa Perasso, Mauro Carlo Beltrametti, Anna Maria Massone, Gianmario Sambuceti, Michele Piana:
Pattern recognition in medical imaging by means of the Hough transform of curves. ISPA 2013: 280-283 - 2011
- [j8]Cristina Campi, Annalisa Pascarella, Alberto Sorrentino, Michele Piana:
Highly Automated Dipole EStimation (HADES). Comput. Intell. Neurosci. 2011: 982185:1-982185:11 (2011) - 2010
- [j7]Fabrice Delbary, Massimo Brignone, Giovanni Bozza, Riccardo Aramini, Michele Piana:
A Visualization Method for Breast Cancer Detection Using Microwaves. SIAM J. Appl. Math. 70(7): 2509-2533 (2010)
2000 – 2009
- 2009
- [j6]Marco Prato, Michele Piana, A. Gordon Emslie, G. J. Hurford, Eduard P. Kontar, Anna Maria Massone:
A Regularized Visibility-Based Approach to Astronomical Imaging Spectroscopy. SIAM J. Imaging Sci. 2(3): 910-930 (2009) - [r1]Michele Piana:
Computational Methods in Biomedical Imaging. Encyclopedia of Artificial Intelligence 2009: 372-376 - 2008
- [j5]Riccardo Aramini, Massimo Brignone, Joe Coyle, Michele Piana:
Postprocessing of the Linear Sampling Method by Means of Deformable Models. SIAM J. Sci. Comput. 30(5): 2613-2634 (2008) - 2006
- [j4]Fabio Mazzone, Joe Coyle, Anna Maria Massone, Michele Piana:
FIST: A fast visualizer for fixed-frequency acoustic and electromagnetic inverse scattering problems. Simul. Model. Pract. Theory 14(2): 177-187 (2006) - 2004
- [j3]Ernesto De Vito, Lorenzo Rosasco, Andrea Caponnetto, Michele Piana, Alessandro Verri:
Some Properties of Regularized Kernel Methods. J. Mach. Learn. Res. 5: 1363-1390 (2004) - [j2]Lorenzo Rosasco, Ernesto De Vito, Andrea Caponnetto, Michele Piana, Alessandro Verri:
Are Loss Functions All the Same?. Neural Comput. 16(5): 1063-107 (2004) - 2002
- [j1]Michio Miyakawa, Kentaroh Orikasa, Mario Bertero, Patrizia Boccacci, Franco Conte, Michele Piana:
Experimental validation of a linear model for data reduction in Chirp-Pulse microwave CT. IEEE Trans. Medical Imaging 21(4): 385-395 (2002)
Coauthor Index
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