Alan Perotti

To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods

2021 · 83 Zit. · PeerJ Computer Science

Co-design of Human-centered, Explainable AI for Clinical Decision Support

2023 · 80 Zit. · ACM Transactions on Interactive Intelligent Systems

FairLens: Auditing black-box clinical decision support systems

2021 · 76 Zit. · CINECA IRIS Institutial research information system (University of Pisa)

FairLens: Auditing black-box clinical decision support systems

2021 · 8 Zit. · Information Processing & Management

Auditing Fairness and Explainability in Chest X-Ray Image Classifiers

2024 · 1 Zit.

766 Impact of Missing Data on AI Fairness for Breast Cancer Radiotherapy: Insights from the PRE-ACT Project

2025 · 0 Zit. · Radiotherapy and Oncology

Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers

2023 · 0 Zit. · arXiv (Cornell University)

P435: PRE-ACT-01: The Prediction of Radiotherapy side Effects using explainable AI for patient Communication and Treatment modification-01 Trial

2025 · 0 Zit. · The Breast

Research Challenges in Trustworthy Artificial Intelligence and Computing for Health: The Case of the PRE-ACT project

2023 · 0 Zit.