Stavros Makrodimitris

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 4

Top Topics

Dimensionality Reduction

Protein Function Prediction

Linguistic Features

Top Venues

IEEE J. Biomed. Health Informatics

Briefings Bioinform.

Publications

Stavros Makrodimitris, Bram Pronk, Tamim Abdelaal, Marcel J. T. Reinders
An in-depth comparison of linear and non-linear joint embedding methods for bulk and single-cell multi-omics. Briefings Bioinform. 25 (1) (2023)
Amelia Villegas-Morcillo, Stavros Makrodimitris, Roeland C. H. J. van Ham, Angel M. Gomez, Victoria E. Sánchez, Marcel J. T. Reinders
Unsupervised protein embeddings outperform hand-crafted sequence and structure features at predicting molecular function. Bioinform. 37 (2) (2021)
Stavros Makrodimitris, Marcel J. T. Reinders, Roeland C. H. J. van Ham
Metric learning on expression data for gene function prediction. Bioinform. 36 (4) (2020)
Stavros Makrodimitris, Roeland C. H. J. van Ham, Marcel J. T. Reinders
Improving protein function prediction using protein sequence and GO-term similarities. Bioinform. 35 (7) (2019)
Aimilia Gastounioti, Stavros Makrodimitris, Spyretta Golemati, Nikolaos P. E. Kadoglou, Christos D. Liapis, Konstantina S. Nikita
A Novel Computerized Tool to Stratify Risk in Carotid Atherosclerosis Using Kinematic Features of the Arterial Wall. IEEE J. Biomed. Health Informatics 19 (3) (2015)