UM-CPP: A Universal Model for Efficient Classification of Protein Particles in cryo-EM Micrographs with Feature Engineering

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Main Authors: Zhaomin Yao, Hongyu Wang, Wenxuan Luo, Ying Zhan, Xiaodan Wu, Yingxin Dai, Yusong Pei, Guoxu Zhang, Zhiguo Wang
Format: Article
Language:English
Published: American Chemical Society 2025-06-01
Series:ACS Omega
Online Access:https://doi.org/10.1021/acsomega.5c01660
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author Zhaomin Yao
Hongyu Wang
Wenxuan Luo
Ying Zhan
Xiaodan Wu
Yingxin Dai
Yusong Pei
Guoxu Zhang
Zhiguo Wang
author_facet Zhaomin Yao
Hongyu Wang
Wenxuan Luo
Ying Zhan
Xiaodan Wu
Yingxin Dai
Yusong Pei
Guoxu Zhang
Zhiguo Wang
author_sort Zhaomin Yao
collection DOAJ
format Article
id doaj-art-663af1b2d5bd45dda94c6259f4d0b54d
institution Matheson Library
issn 2470-1343
language English
publishDate 2025-06-01
publisher American Chemical Society
record_format Article
series ACS Omega
spelling doaj-art-663af1b2d5bd45dda94c6259f4d0b54d2025-07-15T08:03:30ZengAmerican Chemical SocietyACS Omega2470-13432025-06-011027291312914210.1021/acsomega.5c01660UM-CPP: A Universal Model for Efficient Classification of Protein Particles in cryo-EM Micrographs with Feature EngineeringZhaomin Yao0Hongyu Wang1Wenxuan Luo2Ying Zhan3Xiaodan Wu4Yingxin Dai5Yusong Pei6Guoxu Zhang7Zhiguo Wang8Department of Nuclear Medicine, General Hospital of Northern Theater Command, Shenyang, Liaoning, ChinaDepartment of Nuclear Medicine, General Hospital of Northern Theater Command, Shenyang, Liaoning, ChinaCollege of Medicine and Biological Information Engineering, Northeastern University, Shenyang, Liaoning, ChinaDepartment of Nuclear Medicine, General Hospital of Northern Theater Command, Shenyang, Liaoning, ChinaDepartment of Nuclear Medicine, General Hospital of Northern Theater Command, Shenyang, Liaoning, ChinaDepartment of Nuclear Medicine, General Hospital of Northern Theater Command, Shenyang, Liaoning, ChinaDepartment of Nuclear Medicine, General Hospital of Northern Theater Command, Shenyang, Liaoning, ChinaDepartment of Nuclear Medicine, General Hospital of Northern Theater Command, Shenyang, Liaoning, ChinaDepartment of Nuclear Medicine, General Hospital of Northern Theater Command, Shenyang, Liaoning, Chinahttps://doi.org/10.1021/acsomega.5c01660
spellingShingle Zhaomin Yao
Hongyu Wang
Wenxuan Luo
Ying Zhan
Xiaodan Wu
Yingxin Dai
Yusong Pei
Guoxu Zhang
Zhiguo Wang
UM-CPP: A Universal Model for Efficient Classification of Protein Particles in cryo-EM Micrographs with Feature Engineering
ACS Omega
title UM-CPP: A Universal Model for Efficient Classification of Protein Particles in cryo-EM Micrographs with Feature Engineering
title_full UM-CPP: A Universal Model for Efficient Classification of Protein Particles in cryo-EM Micrographs with Feature Engineering
title_fullStr UM-CPP: A Universal Model for Efficient Classification of Protein Particles in cryo-EM Micrographs with Feature Engineering
title_full_unstemmed UM-CPP: A Universal Model for Efficient Classification of Protein Particles in cryo-EM Micrographs with Feature Engineering
title_short UM-CPP: A Universal Model for Efficient Classification of Protein Particles in cryo-EM Micrographs with Feature Engineering
title_sort um cpp a universal model for efficient classification of protein particles in cryo em micrographs with feature engineering
url https://doi.org/10.1021/acsomega.5c01660
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