Automated filtering of genome-wide large deletions through an ensemble deep learning framework

Keyphrases

• Deep Learning Framework 100%
• Linked-reads 100%
• Structural Variants 100%
• Ensemble Deep Learning 100%
• Large Deletion 100%
• Short Reads 50%
• Aquila 33%
• Short-read Data 33%
• Computational Methods 16%
• Convolutional Neural Network 16%
• Whole Genome 16%
• Genome Assembly 16%
• Deep Learning Methods 16%
• Detection Device 16%
• Sequence Data 16%
• Sequencing Technology 16%
• Read Depth 16%
• Genetic Variation 16%
• Genome Detection 16%
• Short-read Sequencing 16%
• Recall Rate 16%
• F1 Score 16%
• StLFR 16%
• Variant Calling 16%
• Structural Variant Calling 16%
• Multiple Alignment 16%
• Structural Variation Detection 16%
• Genome in a Bottle 16%
• Variant Caller 16%
• Filterability 16%
• Discordant Read Pairs 16%
• Variant Filtering 16%
• Split Read 16%

Biochemistry, Genetics and Molecular Biology

• Genetic Variation 100%