Explainable AI for Cancer Drug Response Prediction: Beyond Univariate Feature Attributions
Authors:
- Martino CiaperoniMCMartino Ciaperoni
- Margherita LalliMLMargherita Lalli
- Simone PiaggesiSPSimone Piaggesi
- Martina VariscoMVMartina Varisco
- Francesco CarliFCFrancesco Carli
- Riccardo GuidottiRGRiccardo Guidotti
- Dino PedreschiDPDino Pedreschi
- Francesco RaimondiFRFrancesco Raimondi
- Fosca GiannottiFGFosca Giannotti
Open Access
- 8 August 2026
- conference paper
- Published by Association for Computing Machinery (ACM)
- p. 10749-10760
Abstract
No abstract availableAll Related Versions
Funding Information
- Italian Project Fondo Italiano per la Scienza \"MIMOSA\" (FIS00001966)
- European Community ERC Proof of Concept \"ILLUME-4-Science\" (101286379)
- European Community Horizon 2020 \"TANGO\" (101120763)
- European Community ERC-2018-ADG “XAI: Science and technology for the eXplanation of AI decision making” (834756)
- European Commission Next Generation EU, Partnership Extended \"FAIR - Future Artificial Intelligence Research\" - Spoke 1 \"Human-centered AI'\" (PE00000013)
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