Vincenza Granata

82PUBLICATIONS
152CO-AUTHORS
Predictive and prognostic markersDeep learningData visualisation and computational (incl. parametric and generative) designBioinformatic methods developmentCancer diagnosis
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Publications (82)

|May 18, 2026
Oligometastatic versus polymetastatic colon cancer: functional and genomic determinants of divergent metastatic trajectories.

|May 04, 2026
Clinically Robust Deep Learning for Contrast-Enhanced Mammography: Multicenter Evaluation Across Convolutional Neural Network Architectures.

|Mar 28, 2026
Engineering the Image Representation for Deep Learning in Contrast-Enhanced Mammography: A Systematic Analysis of Preprocessing and Anatomical Masking.

Roberta Fusco, Vincenza Granata, Paolo Vallone

|Dec 30, 2025
Cross-Software Radiomic Feature Robustness Assessed by Hierarchical Clustering and Composite Index Analysis: A Multi-Cancer Study on Colorectal and Liver Lesions.

Roberta Fusco, Giulia Festa, Mario Sansone

|Sep 27, 2025
Machine and Deep Learning on Radiomic Features from Contrast-Enhanced Mammography and Dynamic Contrast-Enhanced Magnetic Resonance Imaging for Breast Cancer Characterization.

Roberta Fusco, Vincenza Granata, Teresa Petrosino

|Sep 23, 2025
Radiomics integrated with machine and deep learning analysis of T2-weighted and arterial-phase T1-weighted Magnetic Resonance Imaging for non-invasive detection of metastatic axillary lymph nodes in breast cancer.

Roberta Fusco, Vincenza Granata, Mauro Mattace Raso

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Frequent Collaborators

24 joint publications

Antonella Petrillo

24 joint publications

Vittorio Miele

22 joint publications

Francesco Izzo

17 joint publications

Pierpaolo Palumbo