Author

A. Noman

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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Cancer Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

A. Briseno· 1 shared C.-B. Chen· 1 shared D. J. Van Booven· 1 shared F. Ismael· 1 shared H. Arora· 1 shared O. Kryvenko· 1 shared S. Malpani· 1 shared S. Punnen· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperCancer Biology

A. Briseno

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1 paper

Recent·Most cited

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

D. J. Van Booven, C.-B. Chen, O. Kryvenko, S. Punnen, V. Sandoval, S. Malpani, A. Noman, F. Ismael, A. Briseno, Y. Wang, H. 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.

bioRxiv · Jan 25, 2024 · PreprintCancer Biology