Nadia Brancati

40 papers B 1C 3Misc 1Journal 22Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
Augmentation-Based Deep Learning for Identification of Circulating Tumor Cells.
CoRR
Martina Russo, Giulia Bertolini, Vera Cappelletti, Cinzia De Marco, Serena Di Cosimo, Petra Paiè, Nadia Brancati
2025 J jnl
Augmentation-based deep learning for identification of circulating tumor cells.
Comput. Biol. Medicine
Martina Russo, Giulia Bertolini, Vera Cappelletti, Cinzia De Marco, Serena Di Cosimo, Petra Paiè, Nadia Brancati
2025 B conf
Bridging the Gap: Integrating Heterogeneous Clinical Data into HL7 FHIR.
WiMob
Teresa Conte, Nadia Brancati, Martina Russo, Mario Sicuranza
2025 C conf
Deep learning-based Classification for Circulating Tumor Cells.
ISCC
Martina Russo, Giulia Bertolini, Vera Cappelletti, Cinzia De Marco, Serena Di Cosimo, Petra Paiè, Nadia Brancati
2025 — conf
HEMERA: H&E-to-HER2 encoding for morphology-enhanced region annotation.
Ital-IA
Daniel Riccio, Francesco Longobardi, Mara Sangiovanni, Maria Frucci, Nadia Brancati, Mariacarla Staffa, Lorenzo D'Errico, Antonio Ciccarelli
2025 J jnl
Machine Learning-Enhanced Architecture Model for Integrated and FHIR-Based Health Data.
Inf.
Nadia Brancati, Teresa Conte, Simona De Pietro, Martina Russo, Mario Sicuranza
2024 J jnl
Improving Breast Tumor Multi-Classification from High-Resolution Histological Images with the Integration of Feature Space Data Augmentation.
Inf.
Nadia Brancati, Maria Frucci
2023 J jnl
A Two-Step Feature Selection Radiomic Approach to Predict Molecular Outcomes in Breast Cancer.
Sensors
Valentina Brancato, Nadia Brancati, Giusy Esposito, Massimo La Rosa, Carlo Cavaliere, Ciro Allarà, Valeria Romeo, Giuseppe De Pietro, Marco Salvatore, Marco Aiello, Mara Sangiovanni
2023 J jnl
CNN-based classification of phonocardiograms using fractal techniques.
Biomed. Signal Process. Control.
Daniel Riccio, Nadia Brancati, Giovanna Sannino, Laura Verde, Maria Frucci
2022 J jnl
A Deep Learning Approach for Voice Disorder Detection for Smart Connected Living Environments.
ACM Trans. Internet Techn.
Laura Verde, Nadia Brancati, Giuseppe De Pietro, Maria Frucci, Giovanna Sannino
2022 J jnl
BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images.
Database J. Biol. Databases Curation
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
2022 — conf
Exploring a Transformer Approach for Pigment Signs Segmentation in Fundus Images.
ICIAP Workshops
Mara Sangiovanni, Maria Frucci, Daniel Riccio, Luigi Di Perna, Francesca Simonelli, Nadia Brancati
2022 J jnl
Hierarchical graph representations in digital pathology.
Medical Image Anal.
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
2021 J jnl
BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images.
CoRR
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
2021 J jnl
Gigapixel Histopathological Image Analysis Using Attention-Based Neural Networks.
IEEE Access
Nadia Brancati, Giuseppe De Pietro, Daniel Riccio, Maria Frucci
2021 J jnl
Gigapixel Histopathological Image Analysis using Attention-based Neural Networks.
CoRR
Nadia Brancati, Giuseppe De Pietro, Daniel Riccio, Maria Frucci
2021 J jnl
Hierarchical Cell-to-Tissue Graph Representations for Breast Cancer Subtyping in Digital Pathology.
CoRR
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
2020 — conf
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification.
UNSURE/GRAIL@MICCAI
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
2020 J jnl
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification.
CoRR
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
2019 J jnl
A Deep Learning Approach for Breast Invasive Ductal Carcinoma Detection and Lymphoma Multi-Classification in Histological Images.
IEEE Access
Nadia Brancati, Giuseppe De Pietro, Maria Frucci, Daniel Riccio
2019 J jnl
A New Unsupervised Approach for Segmenting and Counting Cells in High-Throughput Microscopy Image Sets.
IEEE J. Biomed. Health Informatics
Daniel Riccio, Nadia Brancati, Maria Frucci, Diego Gragnaniello
2019 — conf
Segmentation of Pigment Signs in Fundus Images for Retinitis Pigmentosa Analysis by Using Deep Learning.
ICIAP (2)
Nadia Brancati, Maria Frucci, Daniel Riccio, Luigi Di Perna, Francesca Simonelli
2018 J jnl
Automatic segmentation of pigment deposits in retinal fundus images of Retinitis Pigmentosa.
Comput. Medical Imaging Graph.
Nadia Brancati, Maria Frucci, Diego Gragnaniello, Daniel Riccio, Valentina Di Iorio, Luigi Di Perna
2018 J jnl
BACH: Grand Challenge on Breast Cancer Histology Images.
CoRR
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
2018 J jnl
Learning-based approach to segment pigment signs in fundus images for Retinitis Pigmentosa analysis.
Neurocomputing
Nadia Brancati, Maria Frucci, Diego Gragnaniello, Daniel Riccio, Valentina Di Iorio, Luigi Di Perna, Francesca Simonelli
2018 — conf
Multi-classification of Breast Cancer Histology Images by Using a Fine-Tuning Strategy.
ICIAR
Nadia Brancati, Maria Frucci, Daniel Riccio
2017 C conf
An Unsupervised Approach for Eye Sclera Segmentation.
CIARP
Daniel Riccio, Nadia Brancati, Maria Frucci, Diego Gragnaniello
2017 J jnl
Experiencing touchless interaction with augmented content on wearable head-mounted displays in cultural heritage applications.
Pers. Ubiquitous Comput.
Nadia Brancati, Giuseppe Caggianese, Maria Frucci, Luigi Gallo, Pietro Neroni
2017 J jnl
Human skin detection through correlation rules between the YCb and YCr subspaces based on dynamic color clustering.
Comput. Vis. Image Underst.
Nadia Brancati, Giuseppe De Pietro, Maria Frucci, Luigi Gallo
2017 C conf
Retinal Vessels Segmentation Based on a Convolutional Neural Network.
CIARP
Nadia Brancati, Maria Frucci, Diego Gragnaniello, Daniel Riccio
2016 — conf
Analysis of Similarity Measurements in CBIR Using Clustered Tamura Features for Biomedical Images.
IIMSS
Nadia Brancati, Francesco Camastra
2016 — conf
Light Amplification and Nonlinear Microscopy by Stimulated Raman Scattering.
PHOTOPTICS
Maria Antonietta Ferrara, Annalisa D'Arco, Maurizio Indolfi, Nadia Brancati, Luigi Zeni, Luigi Sirleto
2016 — conf
Scale Invariant Descriptor for Content Based Image Retrieval in Biomedical Applications.
SITIS
Nadia Brancati, Diego Gragnaniello, Luisa Verdoliva
2015 — conf
Robust fingertip detection in egocentric vision under varying illumination conditions.
ICME Workshops
Nadia Brancati, Giuseppe Caggianese, Maria Frucci, Luigi Gallo, Pietro Neroni
2015 — conf
Usability Evaluation of a Wearable Augmented Reality System for the Enjoyment of the Cultural Heritage.
SITIS
Nadia Brancati, Giuseppe Caggianese, Giuseppe De Pietro, Maria Frucci, Luigi Gallo, Pietro Neroni
2013 — conf
Chatting to Personalize and Plan Cultural Itineraries.
UMAP Workshops
Antonio Sorgente, Nadia Brancati, Cristina Giannone, Fabio Massimo Zanzotto, Francesco Mele, Roberto Basili
2011 J jnl
A fully automatic one-scan adaptive zooming algorithm for color images.
Signal Process.
Carlo Arcelli, Nadia Brancati, Maria Frucci, Giuliana Ramella, Gabriella Sanniti di Baja
2009 — conf
Capturing Knowledge in Real-Time ICT System to Boost Business Performance.
AAAI Fall Symposium: Cognitive and Metacognitive Educational Systems
Nadia Brancati, Giovanni Mappa
2009 Misc conf
Reconnecting Broken Ridges in Fingerprint Images.
ICIAP
Nadia Brancati, Maria Frucci, Gabriella Sanniti di Baja
2008 — conf
Image Segmentation Via Iterative Histogram Thresholding and Morphological Features Analysis.
ICIAR
Nadia Brancati, Maria Frucci, Gabriella Sanniti di Baja