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Sabina Sonia Tangaro

Sabina Tangaro

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2020 – today

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2024
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Pierfrancesco Novielli, Michele Magarelli, Donato Romano, Lorenzo De Trizio, Pierpaolo Di Bitonto, Alfonso Monaco, Nicola Amoroso, Anna Maria Stellacci, Claudia Zoani, Roberto Bellotti, Sabina Tangaro:
Climate Change and Soil Health: Explainable Artificial Intelligence Reveals Microbiome Response to Warming. Mach. Learn. Knowl. Extr. 6(3): 1564-1578 (2024)
[j24]
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Alessandro Fania, Alfonso Monaco, Ester Pantaleo, Tommaso Maggipinto, Loredana Bellantuono, Roberto Cilli, Antonio Lacalamita, Marianna La Rocca, Sabina Tangaro, Nicola Amoroso, Roberto Bellotti:
Estimation of Daily Ground Level Air Pollution in Italian Municipalities with Machine Learning Models Using Sentinel-5P and ERA5 Data. Remote. Sens. 16(7): 1206 (2024)
[c19]
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Michele Magarelli, Pierpaolo Di Bitonto, Francesca De Filippis, Pierfrancesco Novielli, Raffaele Magliulo, Domenico Diacono, Roberto Bellotti, Sabina Tangaro:
Securing origin integrity through Machine Learning analysis of Mozzarella di Bufala PDO Microbiome. MetroInd4.0 & IoT 2024: 38-42
[c18]
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Pierpaolo Di Bitonto, Lorenzo De Trizio, Michele Magarelli, Domenico Diacono, Pierfrancesco Novielli, Donato Romano, Claudia Zoani, Roberto Bellotti, Sabina Tangaro:
METROFOOD-IT: a data platform proposal using Agrifood Smart Data Model. MetroInd4.0 & IoT 2024: 117-122
2023
[j23]
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Nicola Amoroso, Roberto Cilli, Davide Oscar Nitti, Raffaele Nutricato, Muzaffer Can Iban, Tommaso Maggipinto, Sabina Tangaro, Alfonso Monaco, Roberto Bellotti:
PSI Spatially Constrained Clustering: The Sibari and Metaponto Coastal Plains. Remote. Sens. 15(10): 2560 (2023)
[c17]
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Annamaria Demarinis Loiotile, Francesco De Nicolò, Alfonso Monaco, Sabina Tangaro, Shiva Loccisano, Giuseppe Conti, Adriana Agrimi, Nicola Amoroso, Roberto Bellotti:
Innovations and Emerging Technologies: A Study of the Italian Intellectual Property Knowledge Database. ICAART (2) 2023: 75-86
2022
[j22]
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Loredana Bellantuono, Alfonso Monaco, Nicola Amoroso, Vincenzo Aquaro, Angela Lombardi, Sabina Tangaro, Roberto Bellotti:
Sustainable development goals: conceptualization, communication and achievement synergies in a complex network framework. Appl. Netw. Sci. 7(1): 14 (2022)
[j21]
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Angela Lombardi, Domenico Diacono, Nicola Amoroso, Przemyslaw Biecek, Alfonso Monaco, Loredana Bellantuono, Ester Pantaleo, Giancarlo Logroscino, Roberto De Blasi, Sabina Tangaro, Roberto Bellotti:
A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer's Disease. Brain Informatics 9(1): 17 (2022)
[j20]
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Loredana Bellantuono, Alfonso Monaco, Nicola Amoroso, Antonio Lacalamita, Ester Pantaleo, Sabina Tangaro, Roberto Bellotti:
Worldwide impact of lifestyle predictors of dementia prevalence: An eXplainable Artificial Intelligence analysis. Frontiers Big Data 5 (2022)
2021
[j19]
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Loredana Bellantuono, Luca Marzano, Marianna La Rocca, Dominique Duncan, Angela Lombardi, Tommaso Maggipinto, Alfonso Monaco, Sabina Tangaro, Nicola Amoroso, Roberto Bellotti:
Predicting brain age with complex networks: From adolescence to adulthood. NeuroImage 225: 117458 (2021)
2020
[j18]
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Annarita Fanizzi, Teresa M. A. Basile, Liliana Losurdo, Roberto Bellotti, Ubaldo Bottigli, Rosalba Dentamaro, Vittorio Didonna, Alfonso Fausto, Raffaella Massafra, Marco Moschetta, Ondina Popescu, Pasquale Tamborra, Sabina Tangaro, Daniele La Forgia:
A machine learning approach on multiscale texture analysis for breast microcalcification diagnosis. BMC Bioinform. 21-S(2): 91 (2020)
[j17]
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Roberto Cilli, Alfonso Monaco, Nicola Amoroso, Andrea Tateo, Sabina Tangaro, Roberto Bellotti:
Machine Learning for Cloud Detection of Globally Distributed Sentinel-2 Images. Remote. Sens. 12(15): 2355 (2020)
[j16]
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Nicola Amoroso, Roberto Cilli, Loredana Bellantuono, Vincenzo Massimi, Alfonso Monaco, Davide Oscar Nitti, Raffaele Nutricato, Sergio Samarelli, Nicolò Taggio, Sabina Tangaro, Andrea Tateo, Luciano Guerriero, Roberto Bellotti:
PSI Clustering for the Assessment of Underground Infrastructure Deterioration. Remote. Sens. 12(22): 3681 (2020)
[c16]
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Loredana Bellantuono, Alfonso Monaco, Nicola Amoroso, Sabina Tangaro, Vincenzo Aquaro, Roberto Bellotti:
Mapping digital governance projects through complex networks. ICEGOV 2020: 230-233

2010 – 2019

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2019
[j15]
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Eufemia Lella, Nicola Amoroso, Angela Lombardi, Tommaso Maggipinto, Sabina Tangaro, Roberto Bellotti, Alzheimer's Disease Neuroimaging Initiative:
Communicability disruption in Alzheimer's disease connectivity networks. J. Complex Networks 7(1): 83-100 (2019)
[j14]
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Eufemia Lella, Nicola Amoroso, Domenico Diacono, Angela Lombardi, Tommaso Maggipinto, Alfonso Monaco, Roberto Bellotti, Sabina Tangaro:
Communicability Characterization of Structural DWI Subcortical Networks in Alzheimer's Disease. Entropy 21(5): 475 (2019)
[j13]
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Liliana Losurdo, Annarita Fanizzi, Teresa M. A. Basile, Roberto Bellotti, Ubaldo Bottigli, Rosalba Dentamaro, Vittorio Didonna, Vito Lorusso, Raffaella Massafra, Pasquale Tamborra, Alberto Tagliafico, Sabina Tangaro, Daniele La Forgia:
Radiomics Analysis on Contrast-Enhanced Spectral Mammography Images for Breast Cancer Diagnosis: A Pilot Study. Entropy 21(11): 1110 (2019)
[j12]
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Angela Lombardi, Cataldo Guaragnella, Nicola Amoroso, Alfonso Monaco, Leonardo Fazio, Paolo Taurisano, Giulio Pergola, Giuseppe Blasi, Alessandro Bertolino, Roberto Bellotti, Sabina Tangaro:
Modelling cognitive loads in schizophrenia by means of new functional dynamic indexes. NeuroImage 195: 150-164 (2019)
[c15]
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Angela Lombardi, Eufemia Lella, Nicola Amoroso, Domenico Diacono, Alfonso Monaco, Roberto Bellotti, Sabina Tangaro:
Multidimensional Neuroimaging Processing in ReCaS Datacenter. IDCS 2019: 468-477
2018
[j11]
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Nicola Amoroso, Marianna La Rocca, Alfonso Monaco, Roberto Bellotti, Sabina Tangaro:
Complex networks reveal early MRI markers of Parkinson's disease. Medical Image Anal. 48: 12-24 (2018)
[c14]
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Angela Lombardi, Nicola Amoroso, Domenico Diacono, Eufemia Lella, Roberto Bellotti, Sabina Tangaro:
Age Related Topological Analysis of Synchronization-Based Functional Connectivity. COMPLEX NETWORKS (2) 2018: 652-662
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Liliana Losurdo, Annarita Fanizzi, Teresa Maria Altomare Basile, Roberto Bellotti, Ubaldo Bottigli, Rosalba Dentamaro, Vittorio Didonna, Alfonso Fausto, Raffaella Massafra, Alfonso Monaco, Marco Moschetta, Ondina Popescu, Pasquale Tamborra, Sabina Tangaro, Daniele La Forgia:
A Combined Approach of Multiscale Texture Analysis and Interest Point/Corner Detectors for Microcalcifications Diagnosis. IWBBIO (1) 2018: 302-313
2017
[j10]
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Nicola Amoroso, Alfonso Monaco, Sabina Tangaro:
Topological Measurements of DWI Tractography for Alzheimer's Disease Detection. Comput. Math. Methods Medicine 2017: 5271627:1-5271627:10 (2017)
[j9]
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Angela Lombardi, Sabina Tangaro, Roberto Bellotti, Alessandro Bertolino, Giuseppe Blasi, Giulio Pergola, Paolo Taurisano, Cataldo Guaragnella:
A Novel Synchronization-Based Approach for Functional Connectivity Analysis. Complex. 2017: 7190758:1-7190758:12 (2017)
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Nicola Amoroso, Roberto Bellotti, Domenico Diacono, Marianna La Rocca, Sabina Tangaro:
Salient Networks: A Novel Application to Study Brain Connectivity. IWBBIO (1) 2017: 444-453
[c11]
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Angela Lombardi, Sabina Tangaro, Roberto Bellotti, Angelo Cardellicchio, Cataldo Guaragnella:
Identification of "Die Hard" Nodes in Complex Networks: A Resilience Approach. WIVACE 2017: 257-268
2016
[j8]
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Sabina Tangaro, Annarita Fanizzi, Nicola Amoroso, Roberto Corciulo, Elena Garuccio, Loreto Gesualdo, Giuliana Loizzo, Deni Aldo Procaccini, Lucia Vernò, Roberto Bellotti:
Computer Aided Detection System for Prediction of the Malaise during Hemodialysis. Comput. Math. Methods Medicine 2016: 8748156:1-8748156:10 (2016)
[j7]
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Andrea Chincarini, Francesco Sensi, Luca Rei, Gianluca Gemme, Sandro Squarcia, Renata Longo, Francesco Brun, Sabina Tangaro, Roberto Bellotti, Nicola Amoroso, Martina Bocchetta, Alberto Redolfi, Paolo Bosco, Marina Boccardi, Giovanni B. Frisoni, Flavio Nobili:
Integrating longitudinal information in hippocampal volume measurements for the early detection of Alzheimer's disease. NeuroImage 125: 834-847 (2016)
[j6]
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Rosalia Maglietta, Nicola Amoroso, Marina Boccardi, Stefania Bruno, Andrea Chincarini, Giovanni B. Frisoni, Paolo Inglese, Alberto Redolfi, Sabina Tangaro, Andrea Tateo, Roberto Bellotti:
Automated hippocampal segmentation in 3D MRI using random undersampling with boosting algorithm. Pattern Anal. Appl. 19(2): 579-591 (2016)
[c10]
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Sabina Sonia Tangaro, Nicola Amoroso, Marica Antonacci, Marina Boccardi, Martina Bocchetta, Andrea Chincarini, Domenico Diacono, Giacinto Donvito, Rosangela Errico, Giovanni B. Frisoni, Tommaso Maggipinto, Alfonso Monaco, Francesco Sensi, Andrea Tateo, Roberto Bellotti:
MRI analysis for hippocampus segmentation on a distributed infrastructure. MeMeA 2016: 1-6
[c9]
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Roberto Bellotti, Angela Lombardi, Cataldo Guaragnella, Nicola Amoroso, Andrea Tateo, Sabina Tangaro:
Mild Traumatic Brain Injury Outcome Prediction Based on Both Graph and K-nn Methods. BrainLes@MICCAI 2016: 271-281
2015
[j5]
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Sabina Sonia Tangaro, Nicola Amoroso, Massimo Brescia, Stefano Cavuoti, Andrea Chincarini, Rosangela Errico, Paolo Inglese, Giuseppe Longo, Rosalia Maglietta, Andrea Tateo, Giuseppe Riccio, Roberto Bellotti:
Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation. Comput. Math. Methods Medicine 2015: 814104:1-814104:10 (2015)
[c8]
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Nicola Amoroso, Sabina Tangaro, Rosangela Errico, Elena Garuccio, Anna Monda, Francesco Sensi, Andrea Tateo, Roberto Bellotti:
An Hippocampal Segmentation Tool Within an Open Cloud Infrastructure. ICIAP Workshops 2015: 193-200
[i1]
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Sabina Sonia Tangaro, Nicola Amoroso, Massimo Brescia, Stefano Cavuoti, Andrea Chincarini, Rosangela Errico, Paolo Inglese, Giuseppe Longo, Rosalia Maglietta, Andrea Tateo, Giuseppe Riccio, Roberto Bellotti:
Feature Selection based on Machine Learning in MRIs for Hippocampal Segmentation. CoRR abs/1501.03915 (2015)
2013
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Rosalia Maglietta, Nicola Amoroso, Stefania Bruno, Andrea Chincarini, Giovanni B. Frisoni, Paolo Inglese, Sabina Tangaro, Andrea Tateo, Roberto Bellotti:
Random Forest Classification for Hippocampal Segmentation in 3D MR Images. ICMLA (1) 2013: 264-267
[c6]
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Sabina Tangaro, Nicola Amoroso, Stefania Bruno, Andrea Chincarini, Giovanni B. Frisoni, Rosalia Maglietta, Andrea Tateo, Roberto Bellotti:
Active Learning Machines for Automatic Segmentation of Hippocampus in MRI. ICDM (Workshops) 2013: 181-191
2012
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Nicola Amoroso, Roberto Bellotti, Stefania Bruno, Andrea Chincarini, Giancarlo Logroscino, Sabina Tangaro, Andrea Tateo:
Automated Shape Analysis landmarks detection for medical image processing. CompIMAGE 2012: 139-142
2011
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Giorgio De Nunzio, Eleonora Tommasi, Antonella Agrusti, Rosella Cataldo, Ivan De Mitri, Marco Favetta, Silvio Maglio, Andrea Massafra, Maurizio Quarta, Massimo Torsello, Ilaria Zecca, Roberto Bellotti, Sabina Sonia Tangaro, Piero Calvini, Niccolò Camarlinghi, Fabio Falaschi, Piergiorgio Cerello, Piernicola Oliva:
Automatic Lung Segmentation in CT Images with Accurate Handling of the Hilar Region. J. Digit. Imaging 24(1): 11-27 (2011)
2010
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Bram van Ginneken, Samuel G. Armato III, Bartjan de Hoop, Saskia van Amelsvoort-van de Vorst, Thomas Duindam, Meindert Niemeijer, Keelin Murphy, Arnold M. R. Schilham, Alessandra Retico, Maria Evelina Fantacci, Niccolò Camarlinghi, Francesco Bagagli, Ilaria Gori, Takeshi Hara, Hiroshi Fujita, Gianfranco Gargano, Roberto Bellotti, Sabina Sonia Tangaro, Lourdes Bolanos, Francesco De Carlo, Piergiorgio Cerello, Sorin Cristian Cheran, Ernesto Lopez Torres, Mathias Prokop:
Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: The ANODE09 study. Medical Image Anal. 14(6): 707-722 (2010)

2000 – 2009

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2009
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Alessandra Retico, Maria Evelina Fantacci, Ilaria Gori, Parnian Kasae, Bruno Golosio, A. Piccioli, Piergiorgio Cerello, Giorgio De Nunzio, Sabina Sonia Tangaro:
Pleural nodule identification in low-dose and thin-slice lung computed tomography. Comput. Biol. Medicine 39(12): 1137-1144 (2009)
2007
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  - journals/fgcs/BellottiCTBCMCBBC07
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Roberto Bellotti, Piergiorgio Cerello, Sabina Sonia Tangaro, Vitoantonio Bevilacqua, Marcello Castellano, Giuseppe Mastronardi, Francesco De Carlo, Stefano Bagnasco, Ubaldo Bottigli, Rosella Cataldo:
Distributed medical images analysis on a Grid infrastructure. Future Gener. Comput. Syst. 23(3): 475-484 (2007)
2006
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  - conf/compimage/TangaroCGBBMCCC06
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Sabina Tangaro, Francesco De Carlo, Gianfranco Gargano, Roberto Bellotti, Ubaldo Bottigli, Giovanni Luca Masala, Piergiorgio Cerello, Sorin Cristian Cheran, Rosella Cataldo:
Mass lesion detection in mammographic images using Haralik textural features. CompIMAGE 2006: 429-434
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  - conf/mammo/LauriaMTBFDTCFMB06
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Adele Lauria, Raffaella Massafra, Sabina Sonia Tangaro, Roberto Bellotti, Maria Evelina Fantacci, Pasquale Delogu, Ernesto Lopez Torres, Piergiorgio Cerello, Francesco Fauci, Rosario Magro, Ubaldo Bottigli:
GPCALMA: An Italian Mammographic Database of Digitized Images for Research. Digital Mammography / IWDM 2006: 384-391
2003
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Ubaldo Bottigli, Piergiorgio Cerello, Pasquale Delogu, Maria Evelina Fantacci, Francesco Fauci, Bruno Golosio, Adele Lauria, Ernesto Lopez Torres, Rosario Magro, Giovanni Luca Masala, Piernicola Oliva, Rosa Palmiero, Giuseppe Raso, Alessandra Retico, Simone Stumbo, Sabina Sonia Tangaro:
GPCALMA, a mammographic CAD in a GRID connection. CARS 2003: 944-949
2002
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  - conf/miip/FantacciBDFGLPR02
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Maria Evelina Fantacci, Ubaldo Bottigli, Pasquale Delogu, Francesco Fauci, Bruno Golosio, Adele Lauria, Rosa Palmiero, Giuseppe Raso, Simone Stumbo, Sabina Tangaro:
Search of microcalcification clusters with the CALMA CAD station. Medical Imaging: Image Processing 2002

Coauthor Index

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