Amirata Ghorbani
Salesforce (United States)(US)
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Machine Learning and Data Classification, Adversarial Robustness in Machine Learning, Cardiovascular Function and Risk Factors, AI in cancer detection
Most-Cited Works
- → Video-based AI for beat-to-beat assessment of cardiac function(2020)977 cited
- → Interpretation of Neural Networks Is Fragile(2019)665 cited
- → Deep learning interpretation of echocardiograms(2020)463 cited
- → Multiaccuracy(2019)182 cited
- → Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials(2022)169 cited
- → Data Shapley: Equitable Valuation of Data for Machine Learning(2019)152 cited
- → A machine learning based exploration of COVID-19 mortality risk(2021)88 cited
- → Towards Automatic Concept-based Explanations(2019)86 cited