Michele Piana

Orcid: 0000-0003-1700-991X

Affiliations:
  • University of Genoa, Italy


According to our database1, Michele Piana authored at least 56 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Three-dimensional numerical schemes for the segmentation of the psoas muscle in X-ray computed tomography images.
BMC Medical Imaging, December, 2024

Classifier-dependent feature selection via greedy methods.
Stat. Comput., October, 2024

Bad and Good Errors: Value-Weighted Skill Scores in Deep Ensemble Learning.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

Deep Learning for Active Region Classification: A Systematic Study from Convolutional Neural Networks to Vision Transformers.
CoRR, 2024

RIS: Regularized Imaging Spectroscopy for STIX on-board Solar Orbiter.
CoRR, 2024

Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches.
CoRR, 2024

Greedy feature selection: Classifier-dependent feature selection via greedy methods.
CoRR, 2024

AI-FLARES: Artificial Intelligence for the Analysis of Solar Flares Data.
CoRR, 2024

2023
Editorial: Data science in neuro- and onco-biology.
Frontiers Appl. Math. Stat., 2023

Variation of the electron flux spectrum along a solar flare loop as inferred from STIX hard X-ray observations.
CoRR, 2023

Unbiased CLEAN for STIX in Solar Orbiter.
CoRR, 2023

A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics.
CoRR, 2023

Physics-driven machine learning for the prediction of coronal mass ejections' travel times.
CoRR, 2023

Multi-scale CLEAN in hard X-ray solar imaging.
CoRR, 2023

Mapped Variably Scaled Kernels: Applications to Solar Imaging.
Proceedings of the Computational Science and Its Applications - ICCSA 2023 Workshops, 2023

2022
Score-Oriented Loss (SOL) functions.
Pattern Recognit., 2022

Operational solar flare forecasting via video-based deep learning.
CoRR, 2022

Forward-fitting STIX visibilities.
CoRR, 2022

Hard X-Ray Imaging of Solar Flares, 2
Springer, ISBN: 978-3-030-87276-2, 2022

2021
A Regularized Affine-Scaling Trust-Region Method for Parametric Imaging of Dynamic PET Data.
SIAM J. Imaging Sci., 2021

On the Asymptotic Equivalence Between the Radon and the Hough Transforms of Digital Images.
SIAM J. Imaging Sci., 2021

Implementation paradigm for supervised flare forecasting studies: a deep learning application with video data.
CoRR, 2021

Prediction of severe thunderstorm events with ensemble deep learning and radar data.
CoRR, 2021

Imaging from STIX visibility amplitudes.
CoRR, 2021

Feature augmentation for the inversion of the Fourier transform with limited data.
CoRR, 2021

The Role of Spectral Complexity in Connectivity Estimation.
Axioms, 2021

2020
Visibility Interpolation in Solar Hard X-ray Imaging: Application to RHESSI and STIX.
CoRR, 2020

Machine learning as a flaring storm warning machine: Was a warning machine for the September 2017 solar flaring storm possible?
CoRR, 2020

Mathematical modelling of nuclear medicine data.
CoRR, 2020

Radiomics and artificial intelligence analysis of CT data for the identification of prognostic features in multiple myeloma.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

Prognostic power of the human psoas muscles FDG metabolism in amyotrophic lateral sclerosis.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

2019
On the two-step estimation of the cross-power spectrum for dynamical inverse problems.
CoRR, 2019

Computational approaches for parametric imaging of dynamic PET data.
CoRR, 2019

Automated Definition of Skeletal Disease Burden in Metastatic Prostate Carcinoma: a 3D analysis of SPECT/CT images.
CoRR, 2019

Desaturating EUV observations of solar flaring storms.
CoRR, 2019

2018
FLARECAST: An I4.0 Technology for Space Weather Using Satellite Data.
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

2017
Solar hard X-ray imaging by means of Compressed Sensing and Finite Isotropic Wavelet Transform.
CoRR, 2017

A hybrid supervised/unsupervised machine learning approach to solar flare prediction.
CoRR, 2017

2016
HT-BONE: a graphical user interface for the identification of bone profiles in CT images via extended Hough transform.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

2015
The Process of Data Formation for the <i>Spectrometer/Telescope for Imaging X-rays (STIX)</i> in <i>Solar Orbiter</i>.
SIAM J. Imaging Sci., 2015

DESAT: an SSW tool for SDO/AIA image de-saturation.
CoRR, 2015

<i>DESAT</i>: A Solar SoftWare tool for image de-saturation in the Atmospheric Image Assembly onboard the Solar Dynamics Observatory.
Astron. Comput., 2015

2014
Sliding window and compressive sensing for low-field dynamic magnetic resonance imaging.
CoRR, 2014

2013
Hough Transform of Special Classes of Curves.
SIAM J. Imaging Sci., 2013

Application of the Inhomogeneous Lippmann-Schwinger Equation to Inverse Scattering Problems.
SIAM J. Appl. Math., 2013

Estimate of FDG Excretion by means of Compartmental Analysis and Ant Colony Optimization of Nuclear Medicine Data.
Comput. Math. Methods Medicine, 2013

Pattern recognition in medical imaging by means of the Hough transform of curves.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

2011
Highly Automated Dipole EStimation (HADES).
Comput. Intell. Neurosci., 2011

2010
A Visualization Method for Breast Cancer Detection Using Microwaves.
SIAM J. Appl. Math., 2010

2009
Computational Methods in Biomedical Imaging.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

A Regularized Visibility-Based Approach to Astronomical Imaging Spectroscopy.
SIAM J. Imaging Sci., 2009

2008
Postprocessing of the Linear Sampling Method by Means of Deformable Models.
SIAM J. Sci. Comput., 2008

2006
FIST: A fast visualizer for fixed-frequency acoustic and electromagnetic inverse scattering problems.
Simul. Model. Pract. Theory, 2006

2004
Are Loss Functions All the Same?.
Neural Comput., 2004

Some Properties of Regularized Kernel Methods
J. Mach. Learn. Res., 2004

2002
Experimental validation of a linear model for data reduction in Chirp-Pulse microwave CT.
IEEE Trans. Medical Imaging, 2002


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