Da Ma

Domain Adaptation via CycleGAN for Retina Segmentation in Optical Coherence Tomography

2021 · arXiv (Cornell University)

With the FDA approval of Artificial Intelligence (AI) for point-of-care clinical diagnoses, model generalizability is of the utmost importance as clinical decision-making must be domain-agnostic. A method of tackling the problem is to increase the …

SciDFM: A Large Language Model with Mixture-of-Experts for Science

2024 · arXiv (Cornell University)

Recently, there has been a significant upsurge of interest in leveraging large language models (LLMs) to assist scientific discovery. However, most LLMs only focus on general science, while they lack domain-specific knowledge, such as chemical …