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Concetto Spampinato

Concetto Spampinato

D-Index & Metrics

Computer Science

D-Index
43
Citations
7133
World Ranking
8031
National Ranking
217

Overview

Concetto Spampinato is affiliated with the University of Catania in Italy and has contributed extensively to the fields of Computer Science and Medicine. Their research output includes a significant number of publications focusing on Computer Vision and Pattern Recognition, Artificial Intelligence, Radiology, Nuclear Medicine and Imaging, Cognitive Neuroscience, and Oncology.

The scientist has investigated a range of topics in their work, including:

  • COVID-19 diagnosis using AI
  • Visual Attention and Saliency Detection
  • Domain Adaptation and Few-Shot Learning
  • Radiomics and Machine Learning in Medical Imaging
  • Multimodal Machine Learning Applications
  • AI in cancer detection
  • Privacy-Preserving Technologies in Data

Spampinato's recent papers include:

  • A Non-Fungible Token Solution for the Track and Trace of Pharmaceutical Supply Chain (2022, Applied Sciences)
  • Fully automatic segmentation of the mandible based on convolutional neural networks (CNNs) (2021, Orthodontics and Craniofacial Research)
  • Fully automatic segmentation of sinonasal cavity and pharyngeal airway based on convolutional neural networks (2021, American Journal of Orthodontics and Dentofacial Orthopedics)
  • Random forest, gradient boosted machines and deep neural network for stock price forecasting: a comparative analysis on South Korean companies (2020, International Journal of Ad Hoc and Ubiquitous Computing)
  • Deep Learning Provides Exceptional Accuracy to ECoG-Based Functional Language Mapping for Epilepsy Surgery (2020, Frontiers in Neuroscience)

The frequent co-authors of Concetto Spampinato include:

  • Simone Palazzo
  • Francesco Rundo
  • Federica Proietto Salanitri
  • Giovanni Bellitto
  • Ulaş Bağcı

Spampinato has published predominantly in reputed venues, with multiple contributions to arXiv (Cornell University), as well as publications in Computer Vision and Image Understanding, Lecture Notes in Computer Science, Medical Image Analysis, and the International Journal of Ad Hoc and Ubiquitous Computing.

Best Publications

  • KVASIR: A Multi-Class Image Dataset for Computer Aided Gastrointestinal Disease Detection

    Konstantin Pogorelov;Kristin Ranheim Randel;Carsten Griwodz;Sigrun Losada Eskeland

  • Semi Supervised Semantic Segmentation Using Generative Adversarial Network

    Nasim Souly;Concetto Spampinato;Mubarak Shah

  • Deep Learning for Automated Skeletal Bone Age Assessment in X-Ray Images

    Concetto Spampinato;Simone Palazzo;Daniela Giordano;Marco Aldinucci

  • DETECTING, TRACKING AND COUNTING FISH IN LOW QUALITY UNCONSTRAINED UNDERWATER VIDEOS

    Concetto Spampinato;Yun-Heh Chen-Burger;Gayathri Nadarajan;Robert B. Fisher

  • Automatic fish classification for underwater species behavior understanding

    Concetto Spampinato;Daniela Giordano;Roberto Di Salvo;Yun-Heh Jessica Chen-Burger

  • Deep Learning Human Mind for Automated Visual Classification

    C. Spampinato;S. Palazzo;I. Kavasidis;D. Giordano

  • LifeCLEF 2015: Multimedia Life Species Identification Challenges

    Alexis Joly;Hervé Goëau;Hervé Glotin;Concetto Spampinato

  • Automatic Cephalometric Analysis

    Rosalia Leonardi;Daniela Giordano;Francesco Maiorana;Concetto Spampinato

  • LifeCLEF 2016: Multimedia Life Species Identification Challenges

    Alexis Joly;Hervè Goëau;Hervè Glotin;Concetto Spampinato

  • A research tool for long-term and continuous analysis of fish assemblage in coral-reefs using underwater camera footage

    Bastiaan Johannes Boom;Jiyin He;Simone Palazzo;Phoenix X. Huang

  • Generative Adversarial Networks Conditioned by Brain Signals

    S. Palazzo;C. Spampinato;I. Kavasidis;D. Giordano

  • Brain2Image: Converting Brain Signals into Images

    Isaak Kavasidis;Simone Palazzo;Concetto Spampinato;Daniela Giordano

  • An innovative web-based collaborative platform for video annotation

    Isaak Kavasidis;Simone Palazzo;Roberto Di Salvo;Daniela Giordano

  • An Automatic System for Skeletal Bone Age Measurement by Robust Processing of Carpal and Epiphysial/Metaphysial Bones

    Daniela Giordano;Concetto Spampinato;Giacomo Scarciofalo;Rosalia Leonardi

  • Adaptive Background Modeling Integrated With Luminosity Sensors and Occlusion Processing for Reliable Vehicle Detection

    A. Faro;D. Giordano;C. Spampinato

  • A Saliency-Based Convolutional Neural Network for Table and Chart Detection in Digitized Documents

    Isaak Kavasidis;Carmelo Pino;Simone Palazzo;Francesco Rundo

  • Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features

    Simone Palazzo;Concetto Spampinato;Isaak Kavasidis;Daniela Giordano

  • Combining literature text mining with microarray data: advances for system biology modeling.

    Alberto Faro;Daniela Giordano;Concetto Spampinato

  • Superpixel-based video object segmentation using perceptual organization and location prior

    Daniela Giordano;Francesca Murabito;Simone Palazzo;Concetto Spampinato

  • LifeCLEF 2014: Multimedia Life Species Identification Challenges

    Alexis Joly;Hervé Goëau;Hervé Glotin;Concetto Spampinato

  • A Saliency-based Convolutional Neural Network for Table and Chart Detection in Digitized Documents

    I. Kavasidis;S. Palazzo;C. Spampinato;C. Pino

  • Deep Learning Human Mind for Automated Visual Classification

    Concetto Spampinato;Simone Palazzo;Isaak Kavasidis;Daniela Giordano

Frequent Co-Authors

Mubarak Shah
Mubarak Shah University of Central Florida
Michael Riegler
Michael Riegler OsloMet – Oslo Metropolitan University
Ulas Bagci
Ulas Bagci Northwestern University
Robert B. Fisher
Robert B. Fisher University of Edinburgh
Carsten Griwodz
Carsten Griwodz University of Oslo
Henning Müller
Henning Müller University of Applied Sciences and Arts Western Switzerland
Sebastiano Battiato
Sebastiano Battiato University of Catania
Mariagiovanna Cantone
Mariagiovanna Cantone University of Catania
Rita Bella
Rita Bella University of Catania
Pål Halvorsen
Pål Halvorsen OsloMet – Oslo Metropolitan University

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