Search Results for author: Mingyue Gao

Found 2 papers, 1 papers with code

Adapting Segment Anything Model (SAM) through Prompt-based Learning for Enhanced Protein Identification in Cryo-EM Micrographs

1 code implementation4 Nov 2023 Fei He, Zhiyuan Yang, Mingyue Gao, Biplab Poudel, Newgin Sam Ebin Sam Dhas, Rajan Gyawali, Ashwin Dhakal, Jianlin Cheng, Dong Xu

Cryo-electron microscopy (cryo-EM) remains pivotal in structural biology, yet the task of protein particle picking, integral for 3D protein structure construction, is laden with manual inefficiencies.

Image Segmentation object-detection +2

Learning 1-Dimensional Submanifolds for Subsequent Inference on Random Dot Product Graphs

no code implementations15 Apr 2020 Michael W. Trosset, Mingyue Gao, Minh Tang, Carey E. Priebe

We submit that techniques for manifold learning can be used to learn the unknown submanifold well enough to realize benefit from restricted inference.

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