The MinION is a revolutionary handheld DNA sequencer that is inexpensive, portable, and
can perform real-time sequencing. MinION is increasingly used in Precision Medicine …

In genomics, a wide range of machine learning methodologies have been investigated to
annotate biological sequences for positions of interest such as transcription start sites …

Advances in sequencing technology have made it possible to generate large numbers of
long, highaccuracy sequencing reads. For instance, the new PacBio Sequel platform can …

Background Visualization tools for deep learning models typically focus on discovering key
input features without considering how such low level features are combined in intermediate …

Over the past few years, we have seen fundamental breakthroughs in core problems in
machine learning, largely driven by advances in deep neural networks. At the same time, the …

Recently emerged deep sequencing technologies offer new high-throughput methods to
quantify gene expression, epigenetic modifications and DNA-protein binding. From a …

Here, we present DeepBIO, the first-of-its-kind automated and interpretable deep-learning
platform for high-throughput biological sequence functional analysis. DeepBIO is a one-stop …

No more hidden solutions in bioinformatics | Nature Skip to main content Thank you for visiting
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Life science is entering a new era of petabyte-level sequencing data. Converting such big
data to biological insights represents a huge challenge for computational analysis. To this …

Deep learning is a powerful tool for capturing complex structures within the data. It holds
great promise for genomic research due to its capacity of learning complex features in …