715 citations
- Istituto Nazionale di Fisica Nucleare, Sezione di TriesteIT79 papers
- Trieste Astronomical ObservatoryIT79 papers
- Institute for Fundamental Physics of the UniverseIT78 papers
- Scuola Internazionale Superiore di Studi AvanzatiIT78 papers
- Ludwig-Maximilians-Universität MünchenDE75 papers
- Max Planck Institute for AstronomyDE75 papers
- University of BolognaIT75 papers
- University of TriesteIT75 papers
- University of EdinburghGB74 papers
- Astronomical Observatory of CapodimonteIT73 papers
- Brera Astronomical ObservatoryIT73 papers
- California Institute of TechnologyUS73 papers
4 papers · 1 filter
Rad4XCNN: a new agnostic method for post-hoc global explanation of CNN-derived features by means of radiomics
Francesco Prinzi, Carmelo Militello, Calogero Zarcaro +3
In recent years, machine learning-based clinical decision support systems (CDSS) have played a key role in the analysis of several medical conditions. Despite their promising capab…
Gigapixel Histopathological Image Analysis using Attention-based Neural Networks
Nadia Brancati, Giuseppe De Pietro, Daniel Riccio +1
Although CNNs are widely considered as the state-of-the-art models in various applications of image analysis, one of the main challenges still open is the training of a CNN on high…
BACH: Grand Challenge on Breast Cancer Histology Images
Guilherme Aresta, Teresa Araújo, Scotty Kwok +33
Breast cancer is the most common invasive cancer in women, affecting more than 10% of women worldwide. Microscopic analysis of a biopsy remains one of the most important methods to…
Analysis of the South Slavic Scripts by Run-Length Features of the Image Texture
Darko Brodic, Zoran N. Milivojevic, Alessia Amelio
The paper proposes an algorithm for the script recognition based on the texture characteristics. The image texture is achieved by coding each letter with the equivalent script type…