Author

Maria J. Martinez

University of Miami

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

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

Frequent Co-Authors

Beronica A. OcasioiD· 1 shared Jiaming HuiD· 1 shared Kerry L. BurnsteiniD· 1 shared Stephan C. SchüreriD· 1 shared Vasileios StathiasiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 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

Beronica A. OcasioORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Pan-Cancer Drug Sensitivity Prediction from Gene Expression using Deep Learning

Beronica A. Ocasio, Jiaming Hu, Vasileios Stathias, Maria J. Martinez, Kerry L. Burnstein, Stephan C. Schürer

This paper develops a deep learning model to predict drug sensitivity in cancer using gene expression data and perturbation signatures, validated in prostate cancer cell lines.

bioRxiv · Nov 15, 2024 · PreprintBioinformatics