Carmelo Militello

Orcid: 0000-0003-2249-9538

According to our database1, Carmelo Militello authored at least 51 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Rad4XCNN: a new agnostic method for post-hoc global explanation of CNN-derived features by means of radiomics.
CoRR, 2024

2023
CT Radiomic Features and Clinical Biomarkers for Predicting Coronary Artery Disease.
Cogn. Comput., January, 2023

Transformer-Based Approach to Melanoma Detection.
Sensors, 2023

Impact of Wavelet Kernels on Predictive Capability of Radiomic Features: A Case Study on COVID-19 Chest X-ray Images.
J. Imaging, 2023

Explainable Machine-Learning Models for COVID-19 Prognosis Prediction Using Clinical, Laboratory and Radiomic Features.
IEEE Access, 2023

2022
Semi-automated and interactive segmentation of contrast-enhancing masses on breast DCE-MRI using spatial fuzzy clustering.
Biomed. Signal Process. Control., 2022

2021
A Novel Bio-Inspired Approach for High-Performance Management in Service-Oriented Networks.
IEEE Trans. Emerg. Top. Comput., 2021

Fingerprint Classification Based on Deep Learning Approaches: Experimental Findings and Comparisons.
Symmetry, 2021

Advanced Computational Methods for Oncological Image Analysis.
J. Imaging, 2021

A Computational Study on Temperature Variations in MRgFUS Treatments Using PRF Thermometry Techniques and Optical Probes.
J. Imaging, 2021

A multimodal retina-iris biometric system using the Levenshtein distance for spatial feature comparison.
IET Biom., 2021

2020
CNN-Based Prostate Zonal Segmentation on T2-Weighted MR Images: A Cross-Dataset Study.
Proceedings of the Neural Approaches to Dynamics of Signal Exchanges, 2020

MF2C3: Multi-Feature Fuzzy Clustering to Enhance Cell Colony Detection in Automated Clonogenic Assay Evaluation.
Symmetry, 2020

A Survey on Nature-Inspired Medical Image Analysis: A Step Further in Biomedical Data Integration.
Fundam. Informaticae, 2020

2019
Computer-Assisted Approaches for Uterine Fibroid Segmentation in MRgFUS Treatments: Quantitative Evaluation and Clinical Feasibility Analysis.
Proceedings of the Quantifying and Processing Biomedical and Behavioral Signals, 2019

USE-Net: Incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets.
Neurocomputing, 2019

MedGA: A novel evolutionary method for image enhancement in medical imaging systems.
Expert Syst. Appl., 2019

CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study.
CoRR, 2019

A novel framework for MR image segmentation and quantification by using MedGA.
Comput. Methods Programs Biomed., 2019

A semi-automatic approach for epicardial adipose tissue segmentation and quantification on cardiac CT scans.
Comput. Biol. Medicine, 2019

2018
Fully Automatic Multispectral MR Image Segmentation of Prostate Gland Based on the Fuzzy C-Means Clustering Algorithm.
Proceedings of the Multidisciplinary Approaches to Neural Computing, 2018

GTVcut for neuro-radiosurgery treatment planning: an MRI brain cancer seeded image segmentation method based on a cellular automata model.
Nat. Comput., 2018

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., 2018

2017
Resource-Efficient Hardware Implementation of a Neural-based Node for Automatic Fingerprint Classification.
J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2017

Automated Prostate Gland Segmentation Based on an Unsupervised Fuzzy C-Means Clustering Technique Using Multispectral T1w and T2w MR Imaging.
Inf., 2017

A fully automatic approach for multimodal PET and MR image segmentation in gamma knife treatment planning.
Comput. Methods Programs Biomed., 2017

Area-based cell colony surviving fraction evaluation: A novel fully automatic approach using general-purpose acquisition hardware.
Comput. Biol. Medicine, 2017

2016
Semi-automatic Brain Lesion Segmentation in Gamma Knife Treatments Using an Unsupervised Fuzzy C-Means Clustering Technique.
Proceedings of the Advances in Neural Networks - Computational Intelligence for ICT, 2016

Combining split-and-merge and multi-seed region growing algorithms for uterine fibroid segmentation in MRgFUS treatments.
Medical Biol. Eng. Comput., 2016

Multimodal medical image registration using Particle Swarm Optimization: A review.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Neuro-Radiosurgery Treatments: MRI Brain Tumor Seeded Image Segmentation Based on a Cellular Automata Model.
Proceedings of the Cellular Automata, 2016

2015
Radial Basis Function Interpolation for Referenceless Thermometry Enhancement.
Proceedings of the Advances in Neural Networks: Computational and Theoretical Issues, 2015

Biometric sensors rapid prototyping on field-programmable gate arrays.
Knowl. Eng. Rev., 2015

Gamma Knife treatment planning: MR brain tumor segmentation and volume measurement based on unsupervised Fuzzy C-Means clustering.
Int. J. Imaging Syst. Technol., 2015

A fully automatic 2D segmentation method for uterine fibroid in MRgFUS treatment evaluation.
Comput. Biol. Medicine, 2015

2014
A fast fusion technique for fingerprint and iris spatial descriptors in multimodal biometric systems.
Comput. Syst. Sci. Eng., 2014

2013
A Semi-automatic Multi-seed Region-Growing Approach for Uterine Fibroids Segmentation in MRgFUS Treatment.
Proceedings of the Seventh International Conference on Complex, 2013

2011
Embedded access points for trusted data and resources access in HPC systems.
J. Supercomput., 2011

A Programmable Networked Processing Node for 3D Brain Vessels Reconstruction.
Proceedings of the 14th International Conference on Network-Based Information Systems, 2011

An Embedded Processor for Metabolic Networks Optimization.
Proceedings of the International Conference on Complex, 2011

2010
A Frequency-based Approach for Features Fusion in Fingerprint and Iris Multimodal Biometric Identification Systems.
IEEE Trans. Syst. Man Cybern. Part C, 2010

An embedded IRIS recognizer for portable and mobile devices.
Comput. Syst. Sci. Eng., 2010

Introducing Pseudo-Singularity Points for Efficient Fingerprints Classification and Recognition.
Proceedings of the CISIS 2010, 2010

2009
A multimodal technique for an embedded fingerprint recognizer in mobile payment systems.
Mob. Inf. Syst., 2009

An extended JADE-S based framework for developing secure Multi-Agent Systems.
Comput. Stand. Interfaces, 2009

An Embedded Module for Iris Micro-Characteristics Extraction.
Proceedings of the 2009 International Conference on Complex, 2009

A User-Friendly Interface for Fingerprint Recognition Systems Based on Natural Language Processing.
Proceedings of the 2009 International Conference on Complex, 2009

2008
An Embedded Fingerprints Classification System based on Weightless Neural Networks.
Proceedings of the New Directions in Neural Networks, 2008

A Novel Embedded Fingerprints Authentication System Based on Singularity Points.
Proceedings of the Second International Conference on Complex, 2008

2007
A Self-Contained Biometric Sensor for Ubiquitous Authentication.
Proceedings of the 2007 International Conference on Intelligent Pervasive Computing, 2007

2001
A Modal Error Indicator Based on a Work-Cancellation Property of Energy-Orthogonal Finite Elements.
Int. J. Comput. Eng. Sci., 2001


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