Author

Nghia Trong Le Phan

ORCID 0000-0002-3962-2005Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:fluorescence / live-cell microscopy· 1 Organism:human· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Huy Ngoc Anh Nguyen· 1 shared Kiep Thi Quang· 1 shared Mqondisi Fortune Mavuso· 1 shared Phuc Nguyen Thien Dao· 1 shared Quang Duong Van Nhat· 1 shared Thang Truong LeiD· 1 shared Tien Thuy Mai· 1 shared Vinh-Thuyen Nguyen-Truong· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperCancer Biology

Huy Ngoc Anh Nguyen

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1 paper

Recent·Most cited

Deep Learning-Based Classification of Colorectal Cancer in Histopathology Images for Category Detection

Thang Truong Le, Vinh-Thuyen Nguyen-Truong, Quang Duong Van Nhat, Nghia Trong Le Phan, Phuc Nguyen Thien Dao, Mqondisi Fortune Mavuso, Huy Ngoc Anh Nguyen, Tien Thuy Mai, Kiep Thi Quang

This paper applies deep learning models to classify colorectal cancer categories in histopathology images, achieving high accuracy with ResNet and Swin Transformer models.

Biology Methods and Protocols · Jan 1, 2025Peer-reviewedCancer Biology