Author

Mark Pettigrew

The University of Texas Southwestern Medical Center

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

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Hyunki KimiD· 1 shared Imon BanerjeeiD· 1 shared In-Ho KimiD· 1 shared Inyeop Jang· 1 shared Isabel BarnfatheriD· 1 shared Jae‐Ho CheongiD· 1 shared Jean Rene V. ClemenceauiD· 1 shared Jeong Hwan ParkiD· 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 paperBioinformatics

Hyunki KimORCID

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1 paper

Recent·Most cited

Deep Gaussian Process with Uncertainty Estimation for Microsatellite Instability and Immunotherapy Response Prediction Based on Histology

Sunho Park, Mark Pettigrew, Yoon Jin Cha, In-Ho Kim, Minji Kim, Imon Banerjee, Isabel Barnfather, Jean Rene V. Clemenceau, Inyeop Jang, Hyunki Kim, Young-Hoon Kim, Rish K. Pai, Jeong Hwan Park, Jewel J. Samadder, Kyo Young Song, , Tae Hyun Hwang

MSI-SEER uses deep Gaussian processes to predict microsatellite instability from histology images, achieving high accuracy in MSI prediction and ICI response prediction.

bioRxiv · Nov 1, 2024 · PreprintBioinformatics