Author

Cheng‐Bang Chen

University of MiamiORCID 0000-0003-0025-6447Unclaimed 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:benchmarking· 2 Approach:deep learning· 2 Assay:imaging· 2 Research Focus:cell type annotation· 1 Approach:contrastive learning· 1 Organism:human· 1

Frequent Co-Authors

Derek J. Van BooveniD· 2 shared Himanshu AroraiD· 2 shared Oleksander Kryvenko· 2 shared Sanoj PunneniD· 2 shared Sheetal Malpani· 2 shared Ahmed Noman· 1 shared Andres Briseño· 1 shared Farhan Ismael· 1 shared

Activity by Year

2024-2024 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 41 mutual co-author links

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2 shared papersBioengineering

Derek J. Van BoovenORCID

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2 papers

Recent·Most cited

BioengineeringJournal of Personalized MedicinePeer-reviewedJun 30, 2024

Synthetic Genitourinary Image Synthesis via Generative Adversarial Networks: Enhancing AI Diagnostic Precision

Derek J. Van Booven, Cheng‐Bang Chen, Sheetal Malpani…·Himanshu Arora

This paper generates synthetic genitourinary images using GANs to improve diagnostic model performance, showing high quality and pathologist approval.

16 citations

imagingdeep learning

𝕏 PostBluesky

Cancer BiologybioRxivPreprintJan 25, 2024

Synthetic Histology Images for Training AI Models: A Novel Approach to Improve Prostate Cancer Diagnosis

Derek J. Van Booven, Cheng‐Bang Chen, Oleksander Kryvenko…·Himanshu Arora

This paper generates synthetic histology images using GANs to train an AI model for prostate cancer grading, showing improved performance compared to models trained on real data.

2 citations

humanimaging

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