no code implementations • 12 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.
no code implementations • 6 Dec 2018 • Mijung Kim, Olivier Janssens, Ho-min Park, Jasper Zuallaert, Sofie Van Hoecke, Wesley De Neve
Glaucoma is a major eye disease, leading to vision loss in the absence of proper medical treatment.
no code implementations • 27 Nov 2017 • Jasper Zuallaert, Mijung Kim, Yvan Saeys, Wesley De Neve
Thanks to rapidly evolving sequencing techniques, the amount of genomic data at our disposal is growing increasingly large.