CAFARO, Debora
CAFARO, Debora
SCIENZE CHIRURGICHE
AI-Driven Pathomics for Predicting Chemotherapy Response in Metastatic Colorectal Cancer: A Transfer Learning Approach with Attention-Based Multiple Instance Learning
2025-01-01 Cruciani F.; Nicoletti G.; Cafaro D.; Mauri G.; Lazzari L.; Aquilano M.C.; Regge D.; Marsoni S.; Giannini V.
Bag-of-Words Algorithm to Predict Response to Treatment in Gist Tumors Using CT Scans
2024-01-01 Cafaro D.; Cappello G.; Cannella R.; Bartolotta T.V.; Grignani G.; Merlini A.; Regge D.; Giannini V.
Development and validation of an AI-based pathomics biomarker to predict response to first-line treatment in metastatic colorectal cancers
2024-01-01 Nicoletti G.; Cafaro D.; Giannini V.; Mauri G.; Marchio C.; Lazzari L.; Sartore-Bianchi A.; Marmorino F.; Munoz M.N.; Gonzalez N.S.; Puccini A.; Di Como M.; Aquilano M.C.; Bonoldi E.; Siena S.; Marsoni S.; Regge D.
Stain normalization matters: impact on feature relevance and classifier performance in mCRC therapy response prediction
2025-01-01 Nicoletti G.; Cafaro D.; Cruciani F.; Mauri G.; Lazzari L.; Marsoni S.; Regge D.; Giannini V.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| AI-Driven Pathomics for Predicting Chemotherapy Response in Metastatic Colorectal Cancer: A Transfer Learning Approach with Attention-Based Multiple Instance Learning | 2025 | Cruciani F.; Nicoletti G.; Cafaro D.; Mauri G.; Lazzari L.; Aquilano M.C.; Regge D.; Marsoni S.; Giannini V. | |
| Bag-of-Words Algorithm to Predict Response to Treatment in Gist Tumors Using CT Scans | 2024 | Cafaro D.; Cappello G.; Cannella R.; Bartolotta T.V.; Grignani G.; Merlini A.; Regge D.; Giannini V. | |
| Development and validation of an AI-based pathomics biomarker to predict response to first-line treatment in metastatic colorectal cancers | 2024 | Nicoletti G.; Cafaro D.; Giannini V.; Mauri G.; Marchio C.; Lazzari L.; Sartore-Bianchi A.; Marmorino F.; Munoz M.N.; Gonzalez N.S.; Puccini A.; Di Como M.; Aquilano M.C.; Bonoldi E.; Siena S.; Marsoni S.; Regge D. | |
| Stain normalization matters: impact on feature relevance and classifier performance in mCRC therapy response prediction | 2025 | Nicoletti G.; Cafaro D.; Cruciani F.; Mauri G.; Lazzari L.; Marsoni S.; Regge D.; Giannini V. |