Shekoofeh Azizi

Large language models encode clinical knowledge

2023 · Nature

Abstract Large language models (LLMs) have demonstrated impressive capabilities, but the bar for clinical applications is high. Attempts to assess the clinical knowledge of models typically rely on automated evaluations based on limited benchmarks. Here, …

Big Self-Supervised Models Advance Medical Image Classification

2021 · arXiv (Cornell University)

Self-supervised pretraining followed by supervised fine-tuning has seen success in image recognition, especially when labeled examples are scarce, but has received limited attention in medical image analysis. This paper studies the effectiveness of self-supervised learning …