Author

Ioanna Chouvarda

University of California, Santa CruzORCID 0000-0001-8915-6658Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

Andigoni MalousiiD· 1 shared Christina PapangelouiD· 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

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperGenetic & Genomic Medicine

Andigoni MalousiORCID

Mutual co-authors in cluster

Author profile →

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

𝕏 PostBluesky