| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |
|---|---|---|---|---|---|---|
| 2 | Davydko O., Pavlov V., Longo L. | A Combination of Integrated Gradients and SRFAMap for Explaining Neural Networks Trained with High-Order Statistical Radiomic Features | eXplainable Artificial Intelligence, The World Conference (xAI-2025) | 2025 |   
@InProceedings{OleksandrLongo2025, author="Davydko, Oleksandr and Pavlov, Vladimir and Longo, Luca", editor="Guidotti, Riccardo and Schmid, Ute and Longo, Luca", title="A Combination of Integrated Gradients and SRFAMap for Explaining Neural Networks Trained with High-Order Statistical Radiomic Features", booktitle="Explainable Artificial Intelligence", year="2026", publisher="Springer Nature Switzerland", address="Cham", pages="359--379", isbn="978-3-032-08317-3" } [Close]
| Explainable artificial intelligence • Radiomics • Texture analysis • Medical image processing • Saliency map • Integrated Gradients • Neural Networks • Interpretable Machine Learning |
| 1 | Davydko O., Pavlov V., Longo L. | Selecting textural characteristics of chest X-Rays for pneumonia lesions classification with the integrated gradients XAI attribution method | eXplainable Artificial Intelligence, The World Conference (xAI-2023) | 2023 | 
@InProceedings{DavydkoLongo2023, author="Davydko, Oleksandr and Pavlov, Vladimir and Longo, Luca", editor="Longo, Luca", title="Selecting Textural Characteristics of Chest X-Rays for Pneumonia Lesions Classification with the Integrated Gradients XAI Attribution Method", booktitle="Explainable Artificial Intelligence", year="2023", publisher="Springer Nature Switzerland", address="Cham", pages="671--687", isbn="978-3-031-44064-9" } [Close]
| Explainable artificial intelligence • Neural networks • Texture analysis • Medical image processing • Classification • Machine Learning |
| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |