Nadia Brancati

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 26

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Publications

Nadia Brancati, Maria Frucci
Improving Breast Tumor Multi-Classification from High-Resolution Histological Images with the Integration of Feature Space Data Augmentation. Inf. 15 (2) (2024)
Valentina Brancato, Nadia Brancati, Giusy Esposito, Massimo La Rosa, Carlo Cavaliere, Ciro Allarà, Valeria Romeo, Giuseppe De Pietro, Marco Salvatore, Marco Aiello, Mara Sangiovanni
A Two-Step Feature Selection Radiomic Approach to Predict Molecular Outcomes in Breast Cancer. Sensors 23 (3) (2023)
Daniel Riccio, Nadia Brancati, Giovanna Sannino, Laura Verde, Maria Frucci
CNN-based classification of phonocardiograms using fractal techniques. Biomed. Signal Process. Control. 86 (Part B) (2023)
Mara Sangiovanni, Maria Frucci, Daniel Riccio, Luigi Di Perna, Francesca Simonelli, Nadia Brancati
Exploring a Transformer Approach for Pigment Signs Segmentation in Fundus Images. ICIAP Workshops (2022)
Laura Verde, Nadia Brancati, Giuseppe De Pietro, Maria Frucci, Giovanna Sannino
A Deep Learning Approach for Voice Disorder Detection for Smart Connected Living Environments. ACM Trans. Internet Techn. 22 (1) (2022)
Nadia Brancati, Anna Maria Anniciello, Pushpak Pati, Daniel Riccio, Giosuè Scognamiglio, Guillaume Jaume, Giuseppe De Pietro, Maurizio Di Bonito, Antonio Foncubierta, Gerardo Botti, Maria Gabrani, Florinda Feroce, Maria Frucci
BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images. Database J. Biol. Databases Curation 2022 (2022) (2022)
Pushpak Pati, Guillaume Jaume, Antonio Foncubierta-Rodríguez, Florinda Feroce, Anna Maria Anniciello, Giosue Scognamiglio, Nadia Brancati, Maryse Fiche, Estelle Dubruc, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Jean-Philippe Thiran, Maria Frucci, Orcun Goksel, Maria Gabrani
Hierarchical graph representations in digital pathology. Medical Image Anal. 75 (2022)
Pushpak Pati, Guillaume Jaume, Antonio Foncubierta, Florinda Feroce, Anna Maria Anniciello, Giosuè Scognamiglio, Nadia Brancati, Maryse Fiche, Estelle Dubruc, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Jean-Philippe Thiran, Maria Frucci, Orcun Goksel, Maria Gabrani
Hierarchical Cell-to-Tissue Graph Representations for Breast Cancer Subtyping in Digital Pathology. CoRR (2021)
Nadia Brancati, Giuseppe De Pietro, Daniel Riccio, Maria Frucci
Gigapixel Histopathological Image Analysis using Attention-based Neural Networks. CoRR (2021)
Nadia Brancati, Giuseppe De Pietro, Daniel Riccio, Maria Frucci
Gigapixel Histopathological Image Analysis Using Attention-Based Neural Networks. IEEE Access 9 (2021)
Nadia Brancati, Anna Maria Anniciello, Pushpak Pati, Daniel Riccio, Giosuè Scognamiglio, Guillaume Jaume, Giuseppe De Pietro, Maurizio Di Bonito, Antonio Foncubierta, Gerardo Botti, Maria Gabrani, Florinda Feroce, Maria Frucci
BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images. CoRR (2021)
Pushpak Pati, Guillaume Jaume, Lauren Alisha Fernandes, Antonio Foncubierta, Florinda Feroce, Anna Maria Anniciello, Giosue Scognamiglio, Nadia Brancati, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Orcun Goksel, Jean-Philippe Thiran, Maria Frucci, Maria Gabrani
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification. CoRR (2020)
Pushpak Pati, Guillaume Jaume, Lauren Alisha Fernandes, Antonio Foncubierta-Rodríguez, Florinda Feroce, Anna Maria Anniciello, Giosue Scognamiglio, Nadia Brancati, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Orcun Goksel, Jean-Philippe Thiran, Maria Frucci, Maria Gabrani
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification. UNSURE/GRAIL@MICCAI (2020)
Nadia Brancati, Giuseppe De Pietro, Maria Frucci, Daniel Riccio
A Deep Learning Approach for Breast Invasive Ductal Carcinoma Detection and Lymphoma Multi-Classification in Histological Images. IEEE Access 7 (2019)
Daniel Riccio, Nadia Brancati, Maria Frucci, Diego Gragnaniello
A New Unsupervised Approach for Segmenting and Counting Cells in High-Throughput Microscopy Image Sets. IEEE J. Biomed. Health Informatics 23 (1) (2019)
Nadia Brancati, Maria Frucci, Daniel Riccio, Luigi Di Perna, Francesca Simonelli
Segmentation of Pigment Signs in Fundus Images for Retinitis Pigmentosa Analysis by Using Deep Learning. ICIAP (2) (2019)
Nadia Brancati, Maria Frucci, Diego Gragnaniello, Daniel Riccio, Valentina Di Iorio, Luigi Di Perna, Francesca Simonelli
Learning-based approach to segment pigment signs in fundus images for Retinitis Pigmentosa analysis. Neurocomputing 308 (2018)
Nadia Brancati, Maria Frucci, Diego Gragnaniello, Daniel Riccio, Valentina Di Iorio, Luigi Di Perna
Automatic segmentation of pigment deposits in retinal fundus images of Retinitis Pigmentosa. Comput. Medical Imaging Graph. 66 (2018)
Nadia Brancati, Maria Frucci, Daniel Riccio
Multi-classification of Breast Cancer Histology Images by Using a Fine-Tuning Strategy. ICIAR (2018)
Guilherme Aresta, Teresa Araújo, Scotty Kwok, Sai Saketh Chennamsetty, Mohammed Safwan K. P., Alex Varghese, Bahram Marami, Marcel Prastawa, Monica Chan, Michael J. Donovan, Gerardo Fernandez, Jack Zeineh, Matthias Kohl, Christoph Walz, Florian Ludwig, Stefan Braunewell, Maximilian Baust, Quoc Dang Vu, Minh Nguyen Nhat To, Eal Kim, Jin Tae Kwak, Sameh Galal, Veronica Sanchez-Freire, Nadia Brancati, Maria Frucci, Daniel Riccio, Yaqi Wang, Lingling Sun, Kaiqiang Ma, Jiannan Fang, Ismaël Koné, Lahsen Boulmane, Aurélio Campilho, Catarina Eloy, António Polónia, Paulo Aguiar
BACH: Grand Challenge on Breast Cancer Histology Images. CoRR (2018)
Daniel Riccio, Nadia Brancati, Maria Frucci, Diego Gragnaniello
An Unsupervised Approach for Eye Sclera Segmentation. CIARP (2017)
Nadia Brancati, Maria Frucci, Diego Gragnaniello, Daniel Riccio
Retinal Vessels Segmentation Based on a Convolutional Neural Network. CIARP (2017)
Nadia Brancati, Giuseppe Caggianese, Maria Frucci, Luigi Gallo, Pietro Neroni
Experiencing touchless interaction with augmented content on wearable head-mounted displays in cultural heritage applications. Pers. Ubiquitous Comput. 21 (2) (2017)
Nadia Brancati, Giuseppe De Pietro, Maria Frucci, Luigi Gallo
Human skin detection through correlation rules between the YCb and YCr subspaces based on dynamic color clustering. Comput. Vis. Image Underst. 155 (2017)
Nadia Brancati, Francesco Camastra
Analysis of Similarity Measurements in CBIR Using Clustered Tamura Features for Biomedical Images. IIMSS (2016)
Nadia Brancati, Diego Gragnaniello, Luisa Verdoliva
Scale Invariant Descriptor for Content Based Image Retrieval in Biomedical Applications. SITIS (2016)
Nadia Brancati, Giuseppe Caggianese, Maria Frucci, Luigi Gallo, Pietro Neroni
Robust fingertip detection in egocentric vision under varying illumination conditions. ICME Workshops (2015)
Nadia Brancati, Giuseppe Caggianese, Giuseppe De Pietro, Maria Frucci, Luigi Gallo, Pietro Neroni
Usability Evaluation of a Wearable Augmented Reality System for the Enjoyment of the Cultural Heritage. SITIS (2015)
Antonio Sorgente, Nadia Brancati, Cristina Giannone, Fabio Massimo Zanzotto, Francesco Mele, Roberto Basili
Chatting to Personalize and Plan Cultural Itineraries. UMAP Workshops (2013)
Carlo Arcelli, Nadia Brancati, Maria Frucci, Giuliana Ramella, Gabriella Sanniti di Baja
A fully automatic one-scan adaptive zooming algorithm for color images. Signal Process. 91 (1) (2011)
Nadia Brancati, Giovanni Mappa
Capturing Knowledge in Real-Time ICT System to Boost Business Performance. AAAI Fall Symposium: Cognitive and Metacognitive Educational Systems (2009)
Nadia Brancati, Maria Frucci, Gabriella Sanniti di Baja
Reconnecting Broken Ridges in Fingerprint Images. ICIAP (2009)
Nadia Brancati, Maria Frucci, Gabriella Sanniti di Baja
Image Segmentation Via Iterative Histogram Thresholding and Morphological Features Analysis. ICIAR (2008)