Carmelo Militello

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 31

Top Topics

Tumor Segmentation

Treatment Planning

Cellular Automata Model

Fingerprint Classification

Top Venues

Comput. Biol. Medicine

Publications

Francesco Prinzi, Carmelo Militello, Calogero Zarcaro, Tommaso Vincenzo Bartolotta, Salvatore Gaglio, Salvatore Vitabile
Rad4XCNN: a new agnostic method for post-hoc global explanation of CNN-derived features by means of radiomics. CoRR (2024)
Carmelo Militello, Francesco Prinzi, Giulia Sollami, Leonardo Rundo, Ludovico La Grutta, Salvatore Vitabile
CT Radiomic Features and Clinical Biomarkers for Predicting Coronary Artery Disease. Cogn. Comput. 15 (1) (2023)
Francesco Prinzi, Carmelo Militello, Nicola Scichilone, Salvatore Gaglio, Salvatore Vitabile
Explainable Machine-Learning Models for COVID-19 Prognosis Prediction Using Clinical, Laboratory and Radiomic Features. IEEE Access 11 (2023)
Giansalvo Cirrincione, Sergio Cannata, Giovanni Cicceri, Francesco Prinzi, Tiziana Currieri, Marta Lovino, Carmelo Militello, Eros Pasero, Salvatore Vitabile
Transformer-Based Approach to Melanoma Detection. Sensors 23 (12) (2023)
Francesco Prinzi, Carmelo Militello, Vincenzo Conti, Salvatore Vitabile
Impact of Wavelet Kernels on Predictive Capability of Radiomic Features: A Case Study on COVID-19 Chest X-ray Images. J. Imaging 9 (2) (2023)
Carmelo Militello, Leonardo Rundo, Mariangela Dimarco, Alessia Orlando, Vincenzo Conti, Ramona Woitek, Ildebrando D'Angelo, Tommaso Vincenzo Bartolotta, Giorgio Russo
Semi-automated and interactive segmentation of contrast-enhancing masses on breast DCE-MRI using spatial fuzzy clustering. Biomed. Signal Process. Control. 71 (Part) (2022)
Carmelo Militello, Leonardo Rundo, Salvatore Vitabile, Vincenzo Conti
Fingerprint Classification Based on Deep Learning Approaches: Experimental Findings and Comparisons. Symmetry 13 (5) (2021)
Leonardo Rundo, Carmelo Militello, Vincenzo Conti, Fulvio Zaccagna, Changhee Han
Advanced Computational Methods for Oncological Image Analysis. J. Imaging 7 (11) (2021)
Vincenzo Conti, Leonardo Rundo, Carmelo Militello, Valerio Mario Salerno, Salvatore Vitabile, Sabato Marco Siniscalchi
A multimodal retina-iris biometric system using the Levenshtein distance for spatial feature comparison. IET Biom. 10 (1) (2021)
Vincenzo Conti, Carmelo Militello, Leonardo Rundo, Salvatore Vitabile
A Novel Bio-Inspired Approach for High-Performance Management in Service-Oriented Networks. IEEE Trans. Emerg. Top. Comput. 9 (4) (2021)
Carmelo Militello, Leonardo Rundo, Fabrizio Vicari, Luca Agnello, Giovanni Borasi, Salvatore Vitabile, Giorgio Russo
A Computational Study on Temperature Variations in MRgFUS Treatments Using PRF Thermometry Techniques and Optical Probes. J. Imaging 7 (4) (2021)
Leonardo Rundo, Carmelo Militello, Salvatore Vitabile, Giorgio Russo, Evis Sala, Maria Carla Gilardi
A Survey on Nature-Inspired Medical Image Analysis: A Step Further in Biomedical Data Integration. Fundam. Informaticae 171 (1-4) (2020)
Carmelo Militello, Leonardo Rundo, Luigi Minafra, Francesco Paolo Cammarata, Marco Calvaruso, Vincenzo Conti, Giorgio Russo
MF2C3: Multi-Feature Fuzzy Clustering to Enhance Cell Colony Detection in Automated Clonogenic Assay Evaluation. Symmetry 12 (5) (2020)
Leonardo Rundo, Andrea Tangherloni, Marco S. Nobile, Carmelo Militello, Daniela Besozzi, Giancarlo Mauri, Paolo Cazzaniga
MedGA: A novel evolutionary method for image enhancement in medical imaging systems. Expert Syst. Appl. 119 (2019)
Leonardo Rundo, Andrea Tangherloni, Paolo Cazzaniga, Marco S. Nobile, Giorgio Russo, Maria Carla Gilardi, Salvatore Vitabile, Giancarlo Mauri, Daniela Besozzi, Carmelo Militello
A novel framework for MR image segmentation and quantification by using MedGA. Comput. Methods Programs Biomed. 176 (2019)
Leonardo Rundo, Changhee Han, Jin Zhang, Ryuichiro Hataya, Yudai Nagano, Carmelo Militello, Claudio Ferretti, Marco S. Nobile, Andrea Tangherloni, Maria Carla Gilardi, Salvatore Vitabile, Hideki Nakayama, Giancarlo Mauri
CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study. CoRR (2019)
Leonardo Rundo, Changhee Han, Yudai Nagano, Jin Zhang, Ryuichiro Hataya, Carmelo Militello, Andrea Tangherloni, Marco S. Nobile, Claudio Ferretti, Daniela Besozzi, Maria Carla Gilardi, Salvatore Vitabile, Giancarlo Mauri, Hideki Nakayama, Paolo Cazzaniga
USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets. CoRR (2019)
Leonardo Rundo, Changhee Han, Yudai Nagano, Jin Zhang, Ryuichiro Hataya, Carmelo Militello, Andrea Tangherloni, Marco S. Nobile, Claudio Ferretti, Daniela Besozzi, Maria Carla Gilardi, Salvatore Vitabile, Giancarlo Mauri, Hideki Nakayama, Paolo Cazzaniga
USE-Net: Incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets. Neurocomputing 365 (2019)
Carmelo Militello, Leonardo Rundo, Patrizia Toia, Vincenzo Conti, Giorgio Russo, Clarissa Filorizzo, Erica Maffei, Filippo Cademartiri, Ludovico La Grutta, Massimo Midiri, Salvatore Vitabile
A semi-automatic approach for epicardial adipose tissue segmentation and quantification on cardiac CT scans. Comput. Biol. Medicine 114 (2019)
Leonardo Rundo, Carmelo Militello, Giorgio Russo, Salvatore Vitabile, Maria Carla Gilardi, Giancarlo Mauri
GTVcut for neuro-radiosurgery treatment planning: an MRI brain cancer seeded image segmentation method based on a cellular automata model. Nat. Comput. 17 (3) (2018)
Leonardo Rundo, Carmelo Militello, Andrea Tangherloni, Giorgio Russo, Salvatore Vitabile, Maria Carla Gilardi, Giancarlo Mauri
NeXt for neuro-radiosurgery: A fully automatic approach for necrosis extraction in brain tumor MRI using an unsupervised machine learning technique. Int. J. Imaging Syst. Technol. 28 (1) (2018)
Vincenzo Conti, Leonardo Rundo, Carmelo Militello, Giancarlo Mauri, Salvatore Vitabile
Resource-Efficient Hardware Implementation of a Neural-based Node for Automatic Fingerprint Classification. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 8 (4) (2017)
Leonardo Rundo, Carmelo Militello, Giorgio Russo, Antonio Garufi, Salvatore Vitabile, Maria Carla Gilardi, Giancarlo Mauri
Automated Prostate Gland Segmentation Based on an Unsupervised Fuzzy C-Means Clustering Technique Using Multispectral T1w and T2w MR Imaging. Inf. 8 (2) (2017)
Carmelo Militello, Leonardo Rundo, Vincenzo Conti, Luigi Minafra, Francesco Paolo Cammarata, Giancarlo Mauri, Maria Carla Gilardi, Nunziatina Porcino
Area-based cell colony surviving fraction evaluation: A novel fully automatic approach using general-purpose acquisition hardware. Comput. Biol. Medicine 89 (2017)
Leonardo Rundo, Alessandro Stefano, Carmelo Militello, Giorgio Russo, Maria Gabriella Sabini, Corrado D'Arrigo, Francesco Marletta, Massimo Ippolito, Giancarlo Mauri, Salvatore Vitabile, Maria Carla Gilardi
A fully automatic approach for multimodal PET and MR image segmentation in gamma knife treatment planning. Comput. Methods Programs Biomed. 144 (2017)
Leonardo Rundo, Andrea Tangherloni, Carmelo Militello, Maria Carla Gilardi, Giancarlo Mauri
Multimodal medical image registration using Particle Swarm Optimization: A review. SSCI (2016)
Leonardo Rundo, Carmelo Militello, Salvatore Vitabile, Carlo Casarino, Giorgio Russo, Massimo Midiri, Maria Carla Gilardi
Combining split-and-merge and multi-seed region growing algorithms for uterine fibroid segmentation in MRgFUS treatments. Medical Biol. Eng. Comput. 54 (7) (2016)
Leonardo Rundo, Carmelo Militello, Giorgio Russo, Pietro Pisciotta, Lucia Maria Valastro, Maria Gabriella Sabini, Salvatore Vitabile, Maria Carla Gilardi, Giancarlo Mauri
Neuro-Radiosurgery Treatments: MRI Brain Tumor Seeded Image Segmentation Based on a Cellular Automata Model. ACRI (2016)
Carmelo Militello, Leonardo Rundo, Salvatore Vitabile, Giorgio Russo, Pietro Pisciotta, Francesco Marletta, Massimo Ippolito, Corrado D'Arrigo, Massimo Midiri, Maria Carla Gilardi
Gamma Knife treatment planning: MR brain tumor segmentation and volume measurement based on unsupervised Fuzzy C-Means clustering. Int. J. Imaging Syst. Technol. 25 (3) (2015)
Carmelo Militello, Salvatore Vitabile, Leonardo Rundo, Giorgio Russo, Massimo Midiri, Maria Carla Gilardi
A fully automatic 2D segmentation method for uterine fibroid in MRgFUS treatment evaluation. Comput. Biol. Medicine 62 (2015)
Vincenzo Conti, Carmelo Militello, Filippo Sorbello, Salvatore Vitabile
Biometric sensors rapid prototyping on field-programmable gate arrays. Knowl. Eng. Rev. 30 (2) (2015)
Carmelo Militello, Vincenzo Conti, Filippo Sorbello, Salvatore Vitabile
A fast fusion technique for fingerprint and iris spatial descriptors in multimodal biometric systems. Comput. Syst. Sci. Eng. 29 (3) (2014)
Carmelo Militello, Salvatore Vitabile, Giorgio Russo, Giuliana Candiano, Cesare Gagliardo, Massimo Midiri, Maria Carla Gilardi
A Semi-automatic Multi-seed Region-Growing Approach for Uterine Fibroids Segmentation in MRgFUS Treatment. CISIS (2013)
Carmelo Militello, Vincenzo Conti, Salvatore Vitabile, Filippo Sorbello
Embedded access points for trusted data and resources access in HPC systems. J. Supercomput. 55 (1) (2011)
Vincenzo Conti, Salvatore Vitabile, Carmelo Militello, Barbara Lanza, Filippo Sorbello
An Embedded Processor for Metabolic Networks Optimization. CISIS (2011)
Salvatore Vitabile, Carmelo Militello, Filippo Sorbello, Leonard Barolli
A Programmable Networked Processing Node for 3D Brain Vessels Reconstruction. NBiS (2011)
Carmelo Militello, Vincenzo Conti, Filippo Sorbello, Salvatore Vitabile
An embedded IRIS recognizer for portable and mobile devices. Comput. Syst. Sci. Eng. 25 (2) (2010)
Vincenzo Conti, Carmelo Militello, Filippo Sorbello, Salvatore Vitabile
A Frequency-based Approach for Features Fusion in Fingerprint and Iris Multimodal Biometric Identification Systems. IEEE Trans. Syst. Man Cybern. Part C 40 (4) (2010)
Vincenzo Conti, Carmelo Militello, Salvatore Vitabile, Filippo Sorbello
Introducing Pseudo-Singularity Points for Efficient Fingerprints Classification and Recognition. CISIS (2010)
Salvatore Vitabile, Vincenzo Conti, Carmelo Militello, Filippo Sorbello
An extended JADE-S based framework for developing secure Multi-Agent Systems. Comput. Stand. Interfaces 31 (5) (2009)
Vincenzo Conti, Carmelo Militello, Salvatore Vitabile, Filippo Sorbello
A User-Friendly Interface for Fingerprint Recognition Systems Based on Natural Language Processing. CISIS (2009)
Vincenzo Conti, Carmelo Militello, Filippo Sorbello, Salvatore Vitabile
A multimodal technique for an embedded fingerprint recognizer in mobile payment systems. Mob. Inf. Syst. 5 (2) (2009)
Carmelo Militello, Vincenzo Conti, Salvatore Vitabile, Filippo Sorbello
An Embedded Module for Iris Micro-Characteristics Extraction. CISIS (2009)
Carmelo Militello, Vincenzo Conti, Filippo Sorbello, Salvatore Vitabile
A Novel Embedded Fingerprints Authentication System Based on Singularity Points. CISIS (2008)
Vincenzo Conti, Carmelo Militello, Filippo Sorbello, Salvatore Vitabile
An Embedded Fingerprints Classification System based on Weightless Neural Networks. WIRN (2008)
Salvatore Vitabile, Vincenzo Conti, Carmelo Militello, Filippo Sorbello
A Self-Contained Biometric Sensor for Ubiquitous Authentication. IPC (2007)
Francisco Jose Brito Castro, Carmelo Militello
A Modal Error Indicator Based on a Work-Cancellation Property of Energy-Orthogonal Finite Elements. Int. J. Comput. Eng. Sci. 2 (4) (2001)