Author

Bo-Han Wei

National Taiwan University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Chien‐Yu CheniD· 1 shared Hsin‐An HouiD· 1 shared Hwei‐Fang TieniD· 1 shared Kuo-Jui Sun· 1 shared Min‐Yen LoiD· 1 shared Sheng‐Yu HungiD· 1 shared Wen‐Chien ChouiD· 1 shared Xavier Cheng-Hong Tsai· 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 paperBioinformatics

Chien‐Yu ChenORCID

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1 paper

Recent·Most cited

Annotation-Free Deep Learning for Predicting Gene Mutations from Whole Slide Images of Acute Myeloid Leukemia

Bo-Han Wei, Xavier Cheng-Hong Tsai, Kuo-Jui Sun, Min‐Yen Lo, Sheng‐Yu Hung, Wen‐Chien Chou, Hwei‐Fang Tien, Hsin‐An Hou, Chien‐Yu Chen

This paper introduces a deep learning model using multiple instance learning to predict gene mutations from whole slide images of AML without manual annotations, achieving high AUC scores for NPM1 and FLT3-ITD mutations.

npj Precision Oncology · Feb 3, 2025Peer-reviewedBioinformatics