Author

Mary Lenora Disis

University of WashingtonORCID 0000-0001-7653-4648Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Catherine H. FengiD· 1 shared Fei DengiD· 1 shared Lanjing ZhangiD· 1 shared Nan GaoiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Catherine H. FengORCID

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1 paper

Recent·Most cited

BioinformaticsBriefings in BioinformaticsPeer-reviewedJul 1, 2025

Towards machine learning fairness in classifying multicategory causes of deaths in colorectal or lung cancer patients

Catherine H. Feng, Fei Deng, Mary Lenora Disis…·Lanjing Zhang

The paper evaluates ML model fairness in classifying survival outcomes for colorectal and lung cancer patients across sociodemographic groups using TCGA data, finding biases and proposing methods to reduce disparities.

2 citations

humanbulk RNA-seq

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