Author

Christina Papangelou

Aristotle University of ThessalonikiORCID 0009-0004-9759-7348Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Andigoni MalousiiD· 1 shared Ioanna ChouvardaiD· 1 shared Konstantinos KyriakidisiD· 1 shared Pantelis NatsiavasiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Andigoni MalousiORCID

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1 paper

Recent·Most cited

Reliable machine learning models in genomic medicine using conformal prediction

Christina Papangelou, Konstantinos Kyriakidis, Pantelis Natsiavas, Ioanna Chouvarda, Andigoni Malousi

This study explores the use of conformal prediction in genomic medicine to improve the reliability and safety of machine learning models in clinical applications.

Frontiers in Bioinformatics · Feb 24, 2025Peer-reviewedGenetic & Genomic Medicine