107 citations · 123 across the 5 of their papers we have counts for
5 papers
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once
Theodore Zhao, Yu Gu, Jianwei Yang +12
Biomedical image analysis is fundamental for biomedical discovery in cell biology, pathology, radiology, and many other biomedical domains. Holistic image analysis comprises interd…
Foundation Models for Biomedical Image Segmentation: A Survey
Ho Hin Lee, Yu Gu, Theodore Zhao +9
Recent advancements in biomedical image analysis have been significantly driven by the Segment Anything Model (SAM). This transformative technology, originally developed for genera…
Pareto Optimal Learning for Estimating Large Language Model Errors
Theodore Zhao, Mu Wei, J. Samuel Preston +1
Large Language Models (LLMs) have shown impressive abilities in many applications. When a concrete and precise answer is desired, it is important to have a quantitative estimation…
Financial Time Series Analysis and Forecasting with HHT Feature Generation and Machine Learning
Tim Leung, Theodore Zhao
We present the method of complementary ensemble empirical mode decomposition (CEEMD) and Hilbert-Huang transform (HHT) for analyzing nonstationary financial time series. This noise…
Adaptive Complementary Ensemble EMD and Energy-Frequency Spectra of Cryptocurrency Prices
Tim Leung, Theodore Zhao
We study the price dynamics of cryptocurrencies using adaptive complementary ensemble empirical mode decomposition (ACE-EMD) and Hilbert spectral analysis. This is a multiscale noi…