Author

Konstantinos N. Vougas

Biomedical Research Foundation of the Academy of AthensORCID 0000-0002-8873-4740Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexander PolyzosiD· 1 shared Anastasia A. VarvarigouiD· 1 shared Antonia VlahouiD· 1 shared Archimides Aggelopoulos· 1 shared Dimitris ThanosiD· 1 shared Elizabeth O. JohnsoniD· 1 shared Ioannis S. PaterasiD· 1 shared Jiří BártekiD· 1 shared

Activity by Year

2017-2017 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 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 paperBioinformatics

Alexander PolyzosORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMay 9, 2017

Deep Learning and Association Rule Mining for Predicting Drug Response in Cancer. A Personalised Medicine Approach.

Konstantinos N. Vougas, Magdalena Krochmal, Thomas Jackson…·Vassilis G. Gorgoulis

The paper uses deep learning and association rule mining to predict drug response in cancer cell lines, outperforming existing methods and demonstrating a novel approach for therapeutic target identification.

23 citations

humanbulk RNA-seq

𝕏 PostBluesky