6 citations · 6 across the 3 of their papers we have counts for
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q-bio.GN2022
Utilizing Mutations to Evaluate Interpretability of Neural Networks on Genomic Data
Utku Ozbulak, Solha Kang, Jasper Zuallaert +2
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…
q-bio.GN2017
Interpretable Convolutional Neural Networks for Effective Translation Initiation Site Prediction
Jasper Zuallaert, Mijung Kim, Yvan Saeys +1
Thanks to rapidly evolving sequencing techniques, the amount of genomic data at our disposal is growing increasingly large. Determining the gene structure is a fundamental requirem…