Author

Pantelis Natsiavas

Centre for Research and Technology HellasORCID 0000-0002-4061-9815Unclaimed 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 Christina PapangelouiD· 1 shared Ioanna ChouvardaiD· 1 shared Konstantinos KyriakidisiD· 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 paperGenetic & Genomic Medicine

Andigoni MalousiORCID

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1 paper

Recent·Most cited

Genetic & Genomic MedicineFrontiers in BioinformaticsPeer-reviewedFeb 24, 2025

Reliable machine learning models in genomic medicine using conformal prediction

Christina Papangelou, Konstantinos Kyriakidis, Pantelis Natsiavas…·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.

12 citations

contrastive learningstatistical model