Author

Spyridon Bakas

Indiana University – Purdue University IndianapolisORCID 0000-0001-8734-6482Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genomics· 1 Pathology· 1

Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:contrastive learning· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Adelheid WöehreriD· 1 shared Allison K Lowman· 1 shared Ana C. deCarvalhoiD· 1 shared Ana Valeria CastroiD· 1 shared Andrea Transou· 1 shared Andrew R Brodbelt· 1 shared Ann‐Christin HauiD· 1 shared Anna GolebiewskaiD· 1 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperGenomics

Adelheid WöehrerORCID

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2 papers

Recent·Most cited

PathologyLecture notes in computer sciencePeer-reviewedJan 1, 2024

Enhancing Whole Slide Image Classification with Discriminative and Contrastive Learning

Peixian Liang, Hao Zheng, Hongming Li…·Yong Fan A

This study improves whole slide image classification by using discriminative and contrastive learning to create WSI-level positive and negative samples, enhancing classification performance and feature robustness.

3 citations

imagingcontrastive learning

𝕏 PostBluesky

GenomicsCancer ResearchPeer-reviewedDec 20, 2023

The epigenetic evolution of gliomas is determined by their IDH1 mutation status and treatment regimen

Tathiane Maistro Malta, Thaís S. Sabedot, Natalia S. Morosini…·Peter S. LaViolette

This study analyzes the epigenetic evolution of IDH1-mutant and IDH1-wildtype gliomas under treatment, showing IDHmut tumors undergo epigenomic changes resembling IDHwt tumors, with implications for treatment strategies.

68 citationstop 1%

humanDNA methylation

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