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Plos Computational Biology
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May 10, 2021
Predicting mean ribosome load for 5'UTR of any length using deep learning
Alexander Karollus, Žiga Avsec, Julien Gagneur
Bioinformatics (Oxford, England)
|
November 21, 2017
Modeling positional effects of regulatory sequences with spline transformations increases prediction accuracy of deep neural networks
Žiga Avsec, Mohammadamin Barekatain, Jun Cheng, et al.
Nature Reviews. Genetics
|
April 12, 2019
Deep learning: new computational modelling techniques for genomics
Gökcen Eraslan, Žiga Avsec, Julien Gagneur, et al.
RNA (New York, N.Y.)
|
August 13, 2017
<i>Cis</i>-regulatory elements explain most of the mRNA stability variation across genes in yeast
Jun Cheng, Kerstin C Maier, Žiga Avsec, et al.
Human Mutation
|
May 10, 2019
CAGI 5 splicing challenge: Improved exon skipping and intron retention predictions with MMSplice
Jun Cheng, Muhammed Hasan Çelik, Thi Yen Duong Nguyen, et al.
Genome Biology
|
March 3, 2019
MMSplice: modular modeling improves the predictions of genetic variant effects on splicing
Jun Cheng, Thi Yen Duong Nguyen, Kamil J Cygan, et al.
American Journal of Human Genetics
|
December 4, 2018
OUTRIDER: A Statistical Method for Detecting Aberrantly Expressed Genes in RNA Sequencing Data
Felix Brechtmann, Christian Mertes, Agnė Matusevičiūtė, et al.
Nature Genetics
|
February 19, 2021
Base-resolution models of transcription-factor binding reveal soft motif syntax
Žiga Avsec, Melanie Weilert, Avanti Shrikumar, et al.
Nature Methods
|
October 5, 2021
Effective gene expression prediction from sequence by integrating long-range interactions
Žiga Avsec, Vikram Agarwal, Daniel Visentin, et al.
Nature Biotechnology
|
May 30, 2019
The Kipoi repository accelerates community exchange and reuse of predictive models for genomics
Žiga Avsec, Roman Kreuzhuber, Johnny Israeli, et al.
Page
of 2
Search research articles
Search
Showing results (1-10 of 16) with videos related to
Sort By:
Page
of 2
Plos Computational Biology
|
May 10, 2021
Predicting mean ribosome load for 5'UTR of any length using deep learning
Alexander Karollus, Žiga Avsec, Julien Gagneur
Bioinformatics (Oxford, England)
|
November 21, 2017
Modeling positional effects of regulatory sequences with spline transformations increases prediction accuracy of deep neural networks
Žiga Avsec, Mohammadamin Barekatain, Jun Cheng, et al.
Nature Reviews. Genetics
|
April 12, 2019
Deep learning: new computational modelling techniques for genomics
Gökcen Eraslan, Žiga Avsec, Julien Gagneur, et al.
RNA (New York, N.Y.)
|
August 13, 2017
<i>Cis</i>-regulatory elements explain most of the mRNA stability variation across genes in yeast
Jun Cheng, Kerstin C Maier, Žiga Avsec, et al.
Human Mutation
|
May 10, 2019
CAGI 5 splicing challenge: Improved exon skipping and intron retention predictions with MMSplice
Jun Cheng, Muhammed Hasan Çelik, Thi Yen Duong Nguyen, et al.
Genome Biology
|
March 3, 2019
MMSplice: modular modeling improves the predictions of genetic variant effects on splicing
Jun Cheng, Thi Yen Duong Nguyen, Kamil J Cygan, et al.
American Journal of Human Genetics
|
December 4, 2018
OUTRIDER: A Statistical Method for Detecting Aberrantly Expressed Genes in RNA Sequencing Data
Felix Brechtmann, Christian Mertes, Agnė Matusevičiūtė, et al.
Nature Genetics
|
February 19, 2021
Base-resolution models of transcription-factor binding reveal soft motif syntax
Žiga Avsec, Melanie Weilert, Avanti Shrikumar, et al.
Nature Methods
|
October 5, 2021
Effective gene expression prediction from sequence by integrating long-range interactions
Žiga Avsec, Vikram Agarwal, Daniel Visentin, et al.
Nature Biotechnology
|
May 30, 2019
The Kipoi repository accelerates community exchange and reuse of predictive models for genomics
Žiga Avsec, Roman Kreuzhuber, Johnny Israeli, et al.
Page
of 2