Farah E. Shamout

Privacy-Preserving Machine Learning for Healthcare: Open Challenges and Future Perspectives

2023 · 21 Zit. · Lecture notes in computer science

Preserving Patient Privacy while Training a Predictive Model of In-hospital Mortality

2019 · 18 Zit. · arXiv (Cornell University)

Improving Information Extraction from Pathology Reports using Named Entity Recognition

2023 · 7 Zit. · Research Square

Explainability Matters: Backdoor Attacks on Medical Imaging

2020 · 5 Zit. · arXiv (Cornell University)

Artificial Intelligence: The New Alexander Fleming

2021 · 5 Zit. · Healthcare Informatics Research

Privacy-preserving machine learning for healthcare: open challenges and future perspectives

2023 · 5 Zit. · arXiv (Cornell University)

MedErrBench: A Fine-Grained Multilingual Benchmark for Medical Error Detection and Correction with Clinical Expert Annotations

2026 · 0 Zit. · arXiv (Cornell University)

Cross-Lingual Empirical Evaluation of Large Language Models for Arabic Medical Tasks

2026 · 0 Zit. · arXiv (Cornell University)

MedAraBench: Large-Scale Arabic Medical Question Answering Dataset and Benchmark

2026 · 0 Zit. · arXiv (Cornell University)

Cross-Lingual Empirical Evaluation of Large Language Models for Arabic Medical Tasks

2026 · 0 Zit. · arXiv (Cornell University)

An Empirical Analysis of Calibration and Selective Prediction in Multimodal Clinical Condition Classification

2026 · 0 Zit. · arXiv (Cornell University)

MedErrBench: A Fine-Grained Multilingual Benchmark for Medical Error Detection and Correction with Clinical Expert Annotations

2026 · 0 Zit. · arXiv (Cornell University)

MedAraBench: Large-Scale Arabic Medical Question Answering Dataset and Benchmark

2026 · 0 Zit. · arXiv (Cornell University)

An Empirical Analysis of Calibration and Selective Prediction in Multimodal Clinical Condition Classification

2026 · 0 Zit. · arXiv (Cornell University)