Carmelo Militello

58 papers B 1Misc 6Journal 38Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	DECSEFE-Org: a hierarchical AI-based framework for automatic DEtection, Classification, SEgmentation, and Feature Extraction of Organoids. IJCNN Giovanni Cicceri, Carmelo Militello, Salvatore Vitabile
2025	J	`jnl`	Machine Learning Algorithms for Biomedical Image Analysis and Their Applications. Algorithms Francesco Prinzi, Inês Prata Machado, Carmelo Militello
2025	J	`jnl`	Rad4XCNN: A new agnostic method for post-hoc global explanation of CNN-derived features by means of Radiomics. Comput. Methods Programs Biomed. Francesco Prinzi, Carmelo Militello, Calogero Zarcaro, Tommaso Vincenzo Bartolotta, Salvatore Gaglio, Salvatore Vitabile
2024	J	`jnl`	Rad4XCNN: a new agnostic method for post-hoc global explanation of CNN-derived features by means of radiomics. CoRR Francesco Prinzi, Carmelo Militello, Calogero Zarcaro, Tommaso Vincenzo Bartolotta, Salvatore Gaglio, Salvatore Vitabile
2023	—	`conf`	Breast Cancer Malignancy Prediction through Explainable Models based on a Multimodal Signature of Features. CIBB Francesco Prinzi, Carmelo Militello, Tommaso Vincenzo Bartolotta, Salvatore Vitabile
2023	J	`jnl`	CT Radiomic Features and Clinical Biomarkers for Predicting Coronary Artery Disease. Cogn. Comput. Carmelo Militello, Francesco Prinzi, Giulia Sollami, Leonardo Rundo, Ludovico La Grutta, Salvatore Vitabile
2023	J	`jnl`	Explainable Machine-Learning Models for COVID-19 Prognosis Prediction Using Clinical, Laboratory and Radiomic Features. IEEE Access Francesco Prinzi, Carmelo Militello, Nicola Scichilone, Salvatore Gaglio, Salvatore Vitabile
2023	J	`jnl`	Impact of Wavelet Kernels on Predictive Capability of Radiomic Features: A Case Study on COVID-19 Chest X-ray Images. J. Imaging Francesco Prinzi, Carmelo Militello, Vincenzo Conti, Salvatore Vitabile
2023	—	`conf`	Leveraging Diffuser Data Augmentation to Enhance ViT-Based Performance on Dermatoscopic Melanoma Images Classification. CIBB Tiziana Currieri, Giovanni Cicceri, Sergio Cannata, Giansalvo Cirrincione, Marta Lovino, Carmelo Militello, Francesco Prinzi, Eros Pasero, Salvatore Vitabile
2023	J	`jnl`	Transformer-Based Approach to Melanoma Detection. Sensors Giansalvo Cirrincione, Sergio Cannata, Giovanni Cicceri, Francesco Prinzi, Tiziana Currieri, Marta Lovino, Carmelo Militello, Eros Pasero, Salvatore Vitabile
2023	—	`conf`	ViT-Based Classification of Mammogram Images: Impact of Data Augmentation Techniques. WIRN Sergio Cannata, Giovanni Cicceri, Giansalvo Cirrincione, Tiziana Currieri, Marta Lovino, Carmelo Militello, Eros Pasero, Francesco Prinzi, Salvatore Vitabile
2022	J	`jnl`	Semi-automated and interactive segmentation of contrast-enhancing masses on breast DCE-MRI using spatial fuzzy clustering. Biomed. Signal Process. Control. Carmelo Militello, Leonardo Rundo, Mariangela Dimarco, Alessia Orlando, Vincenzo Conti, Ramona Woitek, Ildebrando D'Angelo, Tommaso Vincenzo Bartolotta, Giorgio Russo
2021	J	`jnl`	A Computational Study on Temperature Variations in MRgFUS Treatments Using PRF Thermometry Techniques and Optical Probes. J. Imaging Carmelo Militello, Leonardo Rundo, Fabrizio Vicari, Luca Agnello, Giovanni Borasi, Salvatore Vitabile, Giorgio Russo
2021	J	`jnl`	A Novel Bio-Inspired Approach for High-Performance Management in Service-Oriented Networks. IEEE Trans. Emerg. Top. Comput. Vincenzo Conti, Carmelo Militello, Leonardo Rundo, Salvatore Vitabile
2021	J	`jnl`	A multimodal retina-iris biometric system using the Levenshtein distance for spatial feature comparison. IET Biom. Vincenzo Conti, Leonardo Rundo, Carmelo Militello, Valerio Mario Salerno, Salvatore Vitabile, Sabato Marco Siniscalchi
2021	J	`jnl`	Advanced Computational Methods for Oncological Image Analysis. J. Imaging Leonardo Rundo, Carmelo Militello, Vincenzo Conti, Fulvio Zaccagna, Changhee Han
2021	J	`jnl`	Fingerprint Classification Based on Deep Learning Approaches: Experimental Findings and Comparisons. Symmetry Carmelo Militello, Leonardo Rundo, Salvatore Vitabile, Vincenzo Conti
2020	J	`jnl`	A Survey on Nature-Inspired Medical Image Analysis: A Step Further in Biomedical Data Integration. Fundam. Informaticae Leonardo Rundo, Carmelo Militello, Salvatore Vitabile, Giorgio Russo, Evis Sala, Maria Carla Gilardi
2020	—	`ch.`	CNN-Based Prostate Zonal Segmentation on T2-Weighted MR Images: A Cross-Dataset Study. Neural Approaches to Dynamics of Signal Exchanges 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
2020	J	`jnl`	MF2C3: Multi-Feature Fuzzy Clustering to Enhance Cell Colony Detection in Automated Clonogenic Assay Evaluation. Symmetry Carmelo Militello, Leonardo Rundo, Luigi Minafra, Francesco Paolo Cammarata, Marco Calvaruso, Vincenzo Conti, Giorgio Russo
2019	J	`jnl`	A novel framework for MR image segmentation and quantification by using MedGA. Comput. Methods Programs Biomed. Leonardo Rundo, Andrea Tangherloni, Paolo Cazzaniga, Marco S. Nobile, Giorgio Russo, Maria Carla Gilardi, Salvatore Vitabile, Giancarlo Mauri, Daniela Besozzi, Carmelo Militello
2019	J	`jnl`	A semi-automatic approach for epicardial adipose tissue segmentation and quantification on cardiac CT scans. Comput. Biol. Medicine Carmelo Militello, Leonardo Rundo, Patrizia Toia, Vincenzo Conti, Giorgio Russo, Clarissa Filorizzo, Erica Maffei, Filippo Cademartiri, Ludovico La Grutta, Massimo Midiri, Salvatore Vitabile
2019	J	`jnl`	CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study. CoRR 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
2019	—	`ch.`	Computer-Assisted Approaches for Uterine Fibroid Segmentation in MRgFUS Treatments: Quantitative Evaluation and Clinical Feasibility Analysis. Quantifying and Processing Biomedical and Behavioral Signals Leonardo Rundo, Carmelo Militello, Andrea Tangherloni, Giorgio Russo, Roberto Lagalla, Giancarlo Mauri, Maria Carla Gilardi, Salvatore Vitabile
2019	J	`jnl`	MedGA: A novel evolutionary method for image enhancement in medical imaging systems. Expert Syst. Appl. Leonardo Rundo, Andrea Tangherloni, Marco S. Nobile, Carmelo Militello, Daniela Besozzi, Giancarlo Mauri, Paolo Cazzaniga
2019	J	`jnl`	USE-Net: Incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets. Neurocomputing 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
2019	J	`jnl`	USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets. CoRR 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
2018	—	`ch.`	Fully Automatic Multispectral MR Image Segmentation of Prostate Gland Based on the Fuzzy C-Means Clustering Algorithm. Multidisciplinary Approaches to Neural Computing Leonardo Rundo, Carmelo Militello, Giorgio Russo, Davide D'Urso, Lucia Maria Valastro, Antonio Garufi, Giancarlo Mauri, Salvatore Vitabile, Maria Carla Gilardi
2018	J	`jnl`	GTVcut for neuro-radiosurgery treatment planning: an MRI brain cancer seeded image segmentation method based on a cellular automata model. Nat. Comput. Leonardo Rundo, Carmelo Militello, Giorgio Russo, Salvatore Vitabile, Maria Carla Gilardi, Giancarlo Mauri
2018	J	`jnl`	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. Leonardo Rundo, Carmelo Militello, Andrea Tangherloni, Giorgio Russo, Salvatore Vitabile, Maria Carla Gilardi, Giancarlo Mauri
2017	J	`jnl`	A fully automatic approach for multimodal PET and MR image segmentation in gamma knife treatment planning. Comput. Methods Programs Biomed. 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
2017	J	`jnl`	Area-based cell colony surviving fraction evaluation: A novel fully automatic approach using general-purpose acquisition hardware. Comput. Biol. Medicine Carmelo Militello, Leonardo Rundo, Vincenzo Conti, Luigi Minafra, Francesco Paolo Cammarata, Giancarlo Mauri, Maria Carla Gilardi, Nunziatina Porcino
2017	J	`jnl`	Automated Prostate Gland Segmentation Based on an Unsupervised Fuzzy C-Means Clustering Technique Using Multispectral T1w and T2w MR Imaging. Inf. Leonardo Rundo, Carmelo Militello, Giorgio Russo, Antonio Garufi, Salvatore Vitabile, Maria Carla Gilardi, Giancarlo Mauri
2017	J	`jnl`	Resource-Efficient Hardware Implementation of a Neural-based Node for Automatic Fingerprint Classification. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. Vincenzo Conti, Leonardo Rundo, Carmelo Militello, Giancarlo Mauri, Salvatore Vitabile
2016	J	`jnl`	Combining split-and-merge and multi-seed region growing algorithms for uterine fibroid segmentation in MRgFUS treatments. Medical Biol. Eng. Comput. Leonardo Rundo, Carmelo Militello, Salvatore Vitabile, Carlo Casarino, Giorgio Russo, Massimo Midiri, Maria Carla Gilardi
2016	—	`conf`	Multimodal medical image registration using Particle Swarm Optimization: A review. SSCI Leonardo Rundo, Andrea Tangherloni, Carmelo Militello, Maria Carla Gilardi, Giancarlo Mauri
2016	—	`conf`	Neuro-Radiosurgery Treatments: MRI Brain Tumor Seeded Image Segmentation Based on a Cellular Automata Model. ACRI Leonardo Rundo, Carmelo Militello, Giorgio Russo, Pietro Pisciotta, Lucia Maria Valastro, Maria Gabriella Sabini, Salvatore Vitabile, Maria Carla Gilardi, Giancarlo Mauri
2016	—	`ch.`	Semi-automatic Brain Lesion Segmentation in Gamma Knife Treatments Using an Unsupervised Fuzzy C-Means Clustering Technique. Advances in Neural Networks Leonardo Rundo, Carmelo Militello, Salvatore Vitabile, Giorgio Russo, Pietro Pisciotta, Francesco Marletta, Massimo Ippolito, Corrado D'Arrigo, Massimo Midiri, Maria Carla Gilardi
2015	J	`jnl`	A fully automatic 2D segmentation method for uterine fibroid in MRgFUS treatment evaluation. Comput. Biol. Medicine Carmelo Militello, Salvatore Vitabile, Leonardo Rundo, Giorgio Russo, Massimo Midiri, Maria Carla Gilardi
2015	J	`jnl`	Biometric sensors rapid prototyping on field-programmable gate arrays. Knowl. Eng. Rev. Vincenzo Conti, Carmelo Militello, Filippo Sorbello, Salvatore Vitabile
2015	J	`jnl`	Gamma Knife treatment planning: MR brain tumor segmentation and volume measurement based on unsupervised Fuzzy C-Means clustering. Int. J. Imaging Syst. Technol. Carmelo Militello, Leonardo Rundo, Salvatore Vitabile, Giorgio Russo, Pietro Pisciotta, Francesco Marletta, Massimo Ippolito, Corrado D'Arrigo, Massimo Midiri, Maria Carla Gilardi
2015	—	`ch.`	Radial Basis Function Interpolation for Referenceless Thermometry Enhancement. Advances in Neural Networks Luca Agnello, Carmelo Militello, Cesare Gagliardo, Salvatore Vitabile
2014	J	`jnl`	A fast fusion technique for fingerprint and iris spatial descriptors in multimodal biometric systems. Comput. Syst. Sci. Eng. Carmelo Militello, Vincenzo Conti, Filippo Sorbello, Salvatore Vitabile
2013	Misc	`conf`	A Semi-automatic Multi-seed Region-Growing Approach for Uterine Fibroids Segmentation in MRgFUS Treatment. CISIS Carmelo Militello, Salvatore Vitabile, Giorgio Russo, Giuliana Candiano, Cesare Gagliardo, Massimo Midiri, Maria Carla Gilardi
2011	—	`conf`	A Programmable Networked Processing Node for 3D Brain Vessels Reconstruction. NBiS Salvatore Vitabile, Carmelo Militello, Filippo Sorbello, Leonard Barolli
2011	Misc	`conf`	An Embedded Processor for Metabolic Networks Optimization. CISIS Vincenzo Conti, Salvatore Vitabile, Carmelo Militello, Barbara Lanza, Filippo Sorbello
2011	J	`jnl`	Embedded access points for trusted data and resources access in HPC systems. J. Supercomput. Carmelo Militello, Vincenzo Conti, Salvatore Vitabile, Filippo Sorbello
2010	J	`jnl`	A Frequency-based Approach for Features Fusion in Fingerprint and Iris Multimodal Biometric Identification Systems. IEEE Trans. Syst. Man Cybern. Part C Vincenzo Conti, Carmelo Militello, Filippo Sorbello, Salvatore Vitabile
2010	J	`jnl`	An embedded IRIS recognizer for portable and mobile devices. Comput. Syst. Sci. Eng. Carmelo Militello, Vincenzo Conti, Filippo Sorbello, Salvatore Vitabile
2010	Misc	`conf`	Introducing Pseudo-Singularity Points for Efficient Fingerprints Classification and Recognition. CISIS Vincenzo Conti, Carmelo Militello, Salvatore Vitabile, Filippo Sorbello
2009	Misc	`conf`	A User-Friendly Interface for Fingerprint Recognition Systems Based on Natural Language Processing. CISIS Vincenzo Conti, Carmelo Militello, Salvatore Vitabile, Filippo Sorbello
2009	J	`jnl`	A multimodal technique for an embedded fingerprint recognizer in mobile payment systems. Mob. Inf. Syst. Vincenzo Conti, Carmelo Militello, Filippo Sorbello, Salvatore Vitabile
2009	Misc	`conf`	An Embedded Module for Iris Micro-Characteristics Extraction. CISIS Carmelo Militello, Vincenzo Conti, Salvatore Vitabile, Filippo Sorbello
2009	J	`jnl`	An extended JADE-S based framework for developing secure Multi-Agent Systems. Comput. Stand. Interfaces Salvatore Vitabile, Vincenzo Conti, Carmelo Militello, Filippo Sorbello
2008	Misc	`conf`	A Novel Embedded Fingerprints Authentication System Based on Singularity Points. CISIS Carmelo Militello, Vincenzo Conti, Filippo Sorbello, Salvatore Vitabile
2008	—	`conf`	An Embedded Fingerprints Classification System based on Weightless Neural Networks. WIRN Vincenzo Conti, Carmelo Militello, Filippo Sorbello, Salvatore Vitabile
2007	—	`conf`	A Self-Contained Biometric Sensor for Ubiquitous Authentication. IPC Salvatore Vitabile, Vincenzo Conti, Carmelo Militello, Filippo Sorbello
2001	J	`jnl`	A Modal Error Indicator Based on a Work-Cancellation Property of Energy-Orthogonal Finite Elements. Int. J. Comput. Eng. Sci. Francisco Jose Brito Castro, Carmelo Militello