Nadia Brancati

Orcid: 0000-0001-9061-1187

According to our database1, Nadia Brancati authored at least 30 papers between 2008 and 2024.

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Bibliography

2024
Improving Breast Tumor Multi-Classification from High-Resolution Histological Images with the Integration of Feature Space Data Augmentation.
Inf., February, 2024

2023
CNN-based classification of phonocardiograms using fractal techniques.
Biomed. Signal Process. Control., September, 2023

A Two-Step Feature Selection Radiomic Approach to Predict Molecular Outcomes in Breast Cancer.
Sensors, February, 2023

2022
A Deep Learning Approach for Voice Disorder Detection for Smart Connected Living Environments.
ACM Trans. Internet Techn., 2022

Hierarchical graph representations in digital pathology.
Medical Image Anal., 2022

BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images.
Database J. Biol. Databases Curation, 2022

Exploring a Transformer Approach for Pigment Signs Segmentation in Fundus Images.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

2021
Hierarchical Cell-to-Tissue Graph Representations for Breast Cancer Subtyping in Digital Pathology.
CoRR, 2021

Gigapixel Histopathological Image Analysis Using Attention-Based Neural Networks.
IEEE Access, 2021

2020
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020

2019
A New Unsupervised Approach for Segmenting and Counting Cells in High-Throughput Microscopy Image Sets.
IEEE J. Biomed. Health Informatics, 2019

A Deep Learning Approach for Breast Invasive Ductal Carcinoma Detection and Lymphoma Multi-Classification in Histological Images.
IEEE Access, 2019

Segmentation of Pigment Signs in Fundus Images for Retinitis Pigmentosa Analysis by Using Deep Learning.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018
Learning-based approach to segment pigment signs in fundus images for Retinitis Pigmentosa analysis.
Neurocomputing, 2018

BACH: Grand Challenge on Breast Cancer Histology Images.
CoRR, 2018

Automatic segmentation of pigment deposits in retinal fundus images of Retinitis Pigmentosa.
Comput. Medical Imaging Graph., 2018

Multi-classification of Breast Cancer Histology Images by Using a Fine-Tuning Strategy.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

2017
Experiencing touchless interaction with augmented content on wearable head-mounted displays in cultural heritage applications.
Pers. Ubiquitous Comput., 2017

Human skin detection through correlation rules between the YCb and YCr subspaces based on dynamic color clustering.
Comput. Vis. Image Underst., 2017

An Unsupervised Approach for Eye Sclera Segmentation.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

Retinal Vessels Segmentation Based on a Convolutional Neural Network.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016
Scale Invariant Descriptor for Content Based Image Retrieval in Biomedical Applications.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

Analysis of Similarity Measurements in CBIR Using Clustered Tamura Features for Biomedical Images.
Proceedings of the Intelligent Interactive Multimedia Systems and Services 2016, 2016

2015
Usability Evaluation of a Wearable Augmented Reality System for the Enjoyment of the Cultural Heritage.
Proceedings of the 11th International Conference on Signal-Image Technology & Internet-Based Systems, 2015

Robust fingertip detection in egocentric vision under varying illumination conditions.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

2013
Chatting to Personalize and Plan Cultural Itineraries.
Proceedings of the Late-Breaking Results, 2013

2011
A fully automatic one-scan adaptive zooming algorithm for color images.
Signal Process., 2011

2009
Reconnecting Broken Ridges in Fingerprint Images.
Proceedings of the Image Analysis and Processing, 2009

Capturing Knowledge in Real-Time ICT System to Boost Business Performance.
Proceedings of the Cognitive and Metacognitive Educational Systems, 2009

2008
Image Segmentation Via Iterative Histogram Thresholding and Morphological Features Analysis.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008


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