Author

Mathew Garnett

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Francesco IorioiD· 1 shared Gunnar Klau· 1 shared Ilya ShmulevichiD· 1 shared Lodewyk Wessels· 1 shared Theo KnijnenburgiD· 1 shared Ultan McDermottiD· 1 shared

Activity by Year

2016-2016 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 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

Francesco IorioORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Logic models to predict continuous outputs based on binary inputs with an application to personalized cancer therapy

Theo Knijnenburg, Gunnar Klau, Francesco Iorio, Mathew Garnett, Ultan McDermott, Ilya Shmulevich, Lodewyk Wessels

The paper introduces LOBICO, a logic modeling approach for binary inputs predicting continuous outputs, showing it outperforms single-gene predictors in cancer drug response.

Scientific Reports · Nov 23, 2016Peer-reviewedBioinformatics