A Signoroni

Affiliations

Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Viale Europa 11, 25121, Brescia, Italy. Electronic address: alberto.signoroni@unibs.it.

Publications (19)

Spatial-Spectral Evidence of Glare Influence on Hyperspectral Acquisitions.

Sensors (Basel, Switzerland)

Avec: Alberto Signoroni , Mauro Conte , Alice Plutino , Alessandro Rizzi

Automatic classification of mice vocalizations using Machine Learning techniques and Convolutional Neural Networks.

PloS one

Avec: Marika Premoli , Daniele Baggi , Marco Bianchetti , Alessandro Gnutti , Marco Bondaschi , Andrea Mastinu , Pierangelo Migliorati , Alberto Signoroni , Riccardo Leonardi , Maurizio Memo , Sara Anna Bonini

Deep learning to detect significant coronary artery disease from plain chest radiographs AI4CAD.

International journal of cardiology

Avec: Giuseppe D'Ancona , Mauro Massussi , Mattia Savardi , Alberto Signoroni , Lorenzo Di Bacco , Davide Farina , Marco Metra , Roberto Maroldi , Claudio Muneretto , Hüseyin Ince , Davide Costabile , Monica Murero , Giuliano Chizzola , Salvatore Curello , Stefano Benussi

DenseMatch: a dataset for real-time 3D reconstruction.

Data in brief

Avec: Marco Lombardi , Mattia Savardi , Alberto Signoroni

Effects of remote digital monitoring on oral hygiene of orthodontic patients: a prospective study.

BMC oral health

Avec: Linda Sangalli , Fabio Savoldi , Domenico Dalessandri , Stefano Bonetti , Min Gu , Alberto Signoroni , Corrado Paganelli

Development of a cadaveric head and neck cancer model and three-dimensional analysis of margins in surgical navigation-aided ablations.

European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology

Avec: Marco Ferrari , Stefano Taboni , Andrea L C Carobbio , Barbara Buffoli , Vittorio Rampinelli , Davide Mattavelli , Alberto Schreiber , Vincenzo Verzeletti , Marco Ravanelli , Michael J Daly , Harley H L Chan , Axel Sahovaler , Leonardo Franz , Tommaso Gualtieri , Rita Rezzani , Roberto Maroldi , Alberto Signoroni , Alberto Deganello , Jonathan C Irish , Piero Nicolai

CineScale2: a dataset of cinematic camera features in movies.

Data in brief

Avec: Mattia Savardi , András Bálint Kovács , Alberto Signoroni , Sergio Benini

Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data.

Medical image analysis

Avec: Michele Svanera , Mattia Savardi , Alberto Signoroni , Sergio Benini , Lars Muckli

CineScale: A dataset of cinematic shot scale in movies.

Data in brief

Avec: Mattia Savardi , András Bálint Kovács , Alberto Signoroni , Sergio Benini

Transfer learning of deep neural network representations for fMRI decoding.

Journal of neuroscience methods

Avec: Michele Svanera , Mattia Savardi , Sergio Benini , Alberto Signoroni , Gal Raz , Talma Hendler , Lars Muckli , Rainer Goebel , Giancarlo Valente

Harnessing ChatGPT dialogues to address claustrophobia in MRI - A radiographers' education perspective.

Radiography (London, England : 1995)

Avec: G R Bonfitto , A Roletto , M Savardi , S V Fasulo , D Catania , A Signoroni

Deep learning to predict long-term mortality from plain chest X-ray in patients referred for suspected coronary artery disease.

Journal of thoracic disease

Avec: Giuseppe D'Ancona , Mattia Savardi , Mauro Massussi , Viktor Van Der Valk , Roderick W C Scherptong , Alberto Signoroni , Davide Farina , Monica Murero , Hüseyin Ince , Stefano Benussi , Salvatore Curello , Fatih Arslan

Assessing Trustworthy AI in Times of COVID-19: Deep Learning for Predicting a Multiregional Score Conveying the Degree of Lung Compromise in COVID-19 Patients.

IEEE transactions on technology and society

Avec: Himanshi Allahabadi , Julia Amann , Isabelle Balot , Andrea Beretta , Charles Binkley , Jonas Bozenhard , Frederick Bruneault , James Brusseau , Sema Candemir , Luca Alessandro Cappellini , Subrata Chakraborty , Nicoleta Cherciu , Christina Cociancig , Megan Coffee , Irene Ek , Leonardo Espinosa-Leal , Davide Farina , Genevieve Fieux-Castagnet , Thomas Frauenfelder , Alessio Gallucci , Guya Giuliani , Adam Golda , Irmhild van Halem , Elisabeth Hildt , Sune Holm , Georgios Kararigas , Sebastien A Krier , Ulrich Kuhne , Francesca Lizzi , Vince I Madai , Aniek F Markus , Serg Masis , Emilie Wiinblad Mathez , Francesco Mureddu , Emanuele Neri , Walter Osika , Matiss Ozols , Cecilia Panigutti , Brendan Parent , Francesca Pratesi , Pedro A Moreno-Sanchez , Giovanni Sartor , Mattia Savardi , Alberto Signoroni , Hanna-Maria Sormunen , Andy Spezzatti , Adarsh Srivastava , Annette F Stephansen , Lau Bee Theng , Jesmin Jahan Tithi , Jarno Tuominen , Steven Umbrello , Filippo Vaccher , Dennis Vetter , Magnus Westerlund , Renee Wurth , Roberto V Zicari

Hierarchical AI enables global interpretation of culture plates in the era of digital microbiology.

Nature communications

Avec: Alberto Signoroni , Alessandro Ferrari , Stefano Lombardi , Mattia Savardi , Stefania Fontana , Karissa Culbreath

Clinical variables associated with late-onset thrombotic and cardiovascular events, after SARS-CoV-2 infection, in a cohort of patients from the first epidemic wave: an 18-month analysis on the "Surviving-COVID" cohort from Bergamo, Italy.

Frontiers in cardiovascular medicine

Avec: S V Benatti , S Venturelli , G Crotti , A Ghirardi , F Binda , M Savardi , G Previtali , M Seghezzi , R Marozzi , A Corsi , P A Bonaffini , M Gori , A Falanga , A Signoroni , M G Alessio , A Zucchi , T Barbui , M Rizzi

CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRI.

Medical image analysis

Avec: Dennis Bontempi , Sergio Benini , Alberto Signoroni , Michele Svanera , Lars Muckli

Attitude towards Telemonitoring in Orthodontists and Orthodontic Patients.

Dentistry journal

Avec: Domenico Dalessandri , Linda Sangalli , Ingrid Tonni , Laura Laffranchi , Stefano Bonetti , Luca Visconti , Alberto Signoroni , Corrado Paganelli

BS-Net: Learning COVID-19 pneumonia severity on a large chest X-ray dataset.

Medical image analysis

Avec: Alberto Signoroni , Mattia Savardi , Sergio Benini , Nicola Adami , Riccardo Leonardi , Paolo Gibellini , Filippo Vaccher , Marco Ravanelli , Andrea Borghesi , Roberto Maroldi , Davide Farina

Deep Learning Meets Hyperspectral Image Analysis: A Multidisciplinary Review.

Journal of imaging

Avec: Alberto Signoroni , Mattia Savardi , Annalisa Baronio , Sergio Benini

Réseau de co-auteurs

Alberto Signoroni 17 collaborations

Mattia Savardi 11 collaborations

Sergio Benini 7 collaborations

Davide Farina 4 collaborations

Roberto Maroldi 3 collaborations

Michele Svanera 3 collaborations

Lars Muckli 3 collaborations

Riccardo Leonardi 2 collaborations

Giuseppe D'Ancona 2 collaborations

Mauro Massussi 2 collaborations

Hüseyin Ince 2 collaborations

Monica Murero 2 collaborations

Salvatore Curello 2 collaborations

Stefano Benussi 2 collaborations

Linda Sangalli 2 collaborations

Domenico Dalessandri 2 collaborations

Stefano Bonetti 2 collaborations

Corrado Paganelli 2 collaborations

Marco Ravanelli 2 collaborations

András Bálint Kovács 2 collaborations

M Savardi 2 collaborations

Filippo Vaccher 2 collaborations

Mauro Conte 1 collaboration

Alice Plutino 1 collaboration

Alessandro Rizzi 1 collaboration

Marika Premoli 1 collaboration

Daniele Baggi 1 collaboration

Marco Bianchetti 1 collaboration

Alessandro Gnutti 1 collaboration

Marco Bondaschi 1 collaboration

Andrea Mastinu 1 collaboration

Pierangelo Migliorati 1 collaboration

Maurizio Memo 1 collaboration

Sara Anna Bonini 1 collaboration

Lorenzo Di Bacco 1 collaboration

Marco Metra 1 collaboration

Claudio Muneretto 1 collaboration

Davide Costabile 1 collaboration

Giuliano Chizzola 1 collaboration

Marco Lombardi 1 collaboration

Fabio Savoldi 1 collaboration

Min Gu 1 collaboration

Marco Ferrari 1 collaboration

Stefano Taboni 1 collaboration

Andrea L C Carobbio 1 collaboration

Barbara Buffoli 1 collaboration

Vittorio Rampinelli 1 collaboration

Davide Mattavelli 1 collaboration

Alberto Schreiber 1 collaboration

Vincenzo Verzeletti 1 collaboration

Michael J Daly 1 collaboration

Harley H L Chan 1 collaboration

Axel Sahovaler 1 collaboration

Leonardo Franz 1 collaboration

Tommaso Gualtieri 1 collaboration

Rita Rezzani 1 collaboration

Alberto Deganello 1 collaboration

Jonathan C Irish 1 collaboration

Piero Nicolai 1 collaboration

Gal Raz 1 collaboration

Talma Hendler 1 collaboration

Rainer Goebel 1 collaboration

Giancarlo Valente 1 collaboration

G R Bonfitto 1 collaboration

A Roletto 1 collaboration

S V Fasulo 1 collaboration

D Catania 1 collaboration

Viktor Van Der Valk 1 collaboration

Roderick W C Scherptong 1 collaboration

Fatih Arslan 1 collaboration

Himanshi Allahabadi 1 collaboration

Julia Amann 1 collaboration

Isabelle Balot 1 collaboration

Andrea Beretta 1 collaboration

Charles Binkley 1 collaboration

Jonas Bozenhard 1 collaboration

Frederick Bruneault 1 collaboration

James Brusseau 1 collaboration

Sema Candemir 1 collaboration

Luca Alessandro Cappellini 1 collaboration

Subrata Chakraborty 1 collaboration

Nicoleta Cherciu 1 collaboration

Christina Cociancig 1 collaboration

Megan Coffee 1 collaboration

Irene Ek 1 collaboration

Leonardo Espinosa-Leal 1 collaboration

Genevieve Fieux-Castagnet 1 collaboration

Thomas Frauenfelder 1 collaboration

Alessio Gallucci 1 collaboration

Guya Giuliani 1 collaboration

Adam Golda 1 collaboration

Irmhild van Halem 1 collaboration

Elisabeth Hildt 1 collaboration

Sune Holm 1 collaboration

Georgios Kararigas 1 collaboration

Sebastien A Krier 1 collaboration

Ulrich Kuhne 1 collaboration

Francesca Lizzi 1 collaboration

Vince I Madai 1 collaboration

Aniek F Markus 1 collaboration

Serg Masis 1 collaboration

Emilie Wiinblad Mathez 1 collaboration

Francesco Mureddu 1 collaboration

Emanuele Neri 1 collaboration

Walter Osika 1 collaboration

Matiss Ozols 1 collaboration

Cecilia Panigutti 1 collaboration

Brendan Parent 1 collaboration

Francesca Pratesi 1 collaboration

Pedro A Moreno-Sanchez 1 collaboration

Giovanni Sartor 1 collaboration

Hanna-Maria Sormunen 1 collaboration

Andy Spezzatti 1 collaboration

Adarsh Srivastava 1 collaboration

Annette F Stephansen 1 collaboration

Lau Bee Theng 1 collaboration

Jesmin Jahan Tithi 1 collaboration

Jarno Tuominen 1 collaboration

Steven Umbrello 1 collaboration

Dennis Vetter 1 collaboration

Magnus Westerlund 1 collaboration

Renee Wurth 1 collaboration

Roberto V Zicari 1 collaboration

Alessandro Ferrari 1 collaboration

Stefano Lombardi 1 collaboration

Stefania Fontana 1 collaboration

Karissa Culbreath 1 collaboration

S V Benatti 1 collaboration

S Venturelli 1 collaboration

G Crotti 1 collaboration

A Ghirardi 1 collaboration

F Binda 1 collaboration

G Previtali 1 collaboration

M Seghezzi 1 collaboration

R Marozzi 1 collaboration

A Corsi 1 collaboration

P A Bonaffini 1 collaboration

M Gori 1 collaboration

A Falanga 1 collaboration

M G Alessio 1 collaboration

A Zucchi 1 collaboration

T Barbui 1 collaboration

M Rizzi 1 collaboration

Dennis Bontempi 1 collaboration

Ingrid Tonni 1 collaboration

Laura Laffranchi 1 collaboration

Luca Visconti 1 collaboration

Nicola Adami 1 collaboration

Paolo Gibellini 1 collaboration

Andrea Borghesi 1 collaboration

Annalisa Baronio 1 collaboration