Search Results for author: Joris Vankerschaver

Found 4 papers, 1 papers with code

BRCA Gene Mutations in dbSNP: A Visual Exploration of Genetic Variants

no code implementations1 Sep 2023 Woowon Jang, Shiwoo Koak, Jiwon Im, Utku Ozbulak, Joris Vankerschaver

BRCA genes, comprising BRCA1 and BRCA2 play indispensable roles in preserving genomic stability and facilitating DNA repair mechanisms.

Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training

1 code implementation23 May 2023 Utku Ozbulak, Hyun Jung Lee, Beril Boga, Esla Timothy Anzaku, Homin Park, Arnout Van Messem, Wesley De Neve, Joris Vankerschaver

In this survey, we review a plethora of research efforts conducted on image-oriented SSL, providing a historic view and paying attention to best practices as well as useful software packages.

Contrastive Learning Self-Supervised Learning

Utilizing Mutations to Evaluate Interpretability of Neural Networks on Genomic Data

no code implementations12 Dec 2022 Utku Ozbulak, Solha Kang, Jasper Zuallaert, Stephen Depuydt, Joris Vankerschaver

Even though deep neural networks (DNNs) achieve state-of-the-art results for a number of problems involving genomic data, getting DNNs to explain their decision-making process has been a major challenge due to their black-box nature.

Decision Making Translation

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