(Q26740441)

21 June 2017

2 references

8 April 2021

Deep learning for computational biology (English)

1 reference

21 June 2017

0 references

0 references

computational biology

1 reference

8 April 2021

0 references

Oliver Stegle

4

0 references

Leopold Parts

object named as

Leopold Parts

series ordinal

3

0 references

author name string

Christof Angermueller

series ordinal

1

1 reference

PubMed ID

27474269

21 June 2017

Tanel Pärnamaa

series ordinal

2

1 reference

PubMed ID

27474269

21 June 2017

language of work or name

English

0 references

publication date

29 July 2016

2 references

Molecular Systems Biology

21 June 2017

8 April 2021

2 references

21 June 2017

8 April 2021

12

1 reference

21 June 2017

7

1 reference

21 June 2017

878

1 reference

Creative Commons Attribution

21 June 2017

1 reference

8 April 2021

0 references

DNA methylation patterns associate with genetic and gene expression variation in HapMap cell lines

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Abundant quantitative trait loci exist for DNA methylation and gene expression in human brain

7 April 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

The period of susceptibility to the physiological effects of unilateral eye closure in kittens

7 April 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

7 April 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Genetic Control of Chromatin States in Humans Involves Local and Distal Chromosomal Interactions

7 April 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Machine learning prediction of cancer cell sensitivity to drugs based on genomic and chemical properties

7 April 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

A statistical framework for modeling gene expression using chromatin features and application to modENCODE datasets

7 April 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

7 April 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Understanding mechanisms underlying human gene expression variation with RNA sequencing

7 April 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Transcriptome genetics using second generation sequencing in a Caucasian population

7 April 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Basset: learning the regulatory code of the accessible genome with deep convolutional neural networks

7 April 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Predicting quantitative traits from genome and phenome with near perfect accuracy

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Applications of Deep Learning in Biomedicine

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Modelling local gene networks increases power to detect trans-acting genetic effects on gene expression

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Continuous Distributed Representation of Biological Sequences for Deep Proteomics and Genomics

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Predicting effects of noncoding variants with deep learning-based sequence model

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Prediction of human population responses to toxic compounds by a collaborative competition

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Machine learning applications in genetics and genomics

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Using epigenomics data to predict gene expression in lung cancer

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

A Deep Learning Network Approach to ab initio Protein Secondary Structure Prediction

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Genomic variation. Impact of regulatory variation from RNA to protein

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Deep learning in neural networks: an overview

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Predicting backbone Cα angles and dihedrals from protein sequences by stacked sparse auto-encoder deep neural network.

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Deep learning of the tissue-regulated splicing code

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Heritability and genetic basis of protein level variation in an outbred population

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Genetics of single-cell protein abundance variation in large yeast populations

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Application of machine learning to proteomics data: classification and biomarker identification in postgenomics biology

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Representation learning: a review and new perspectives

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

DNdisorder: predicting protein disorder using boosting and deep networks

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Predicting protein residue-residue contacts using deep networks and boosting

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Joint genetic analysis of gene expression data with inferred cellular phenotypes

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

A Bayesian framework to account for complex non-genetic factors in gene expression levels greatly increases power in eQTL studies

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Histone modification levels are predictive for gene expression

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Accurate discovery of expression quantitative trait loci under confounding from spurious and genuine regulatory hotspots

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Reducing the dimensionality of data with neural networks

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

A fast learning algorithm for deep belief nets

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Metabolomics, machine learning and modelling: towards an understanding of the language of cells.

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Shape and arrangement of columns in cat's striate cortex

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

The perceptron: a probabilistic model for information storage and organization in the brain

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Use of the ‘Perceptron’ algorithm to distinguish translational initiation sites inE. coli

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

RNA splicing. The human splicing code reveals new insights into the genetic determinants of disease

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

A logical calculus of the ideas immanent in nervous activity. 1943.

31 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

TensorFlow: Biology's Gateway to Deep Learning?

31 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Bacterial colony counting by Convolutional Neural Networks.

28 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Deep learning for regulatory genomics.

28 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

An efficient learning procedure for deep Boltzmann machines

28 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Inference of genetic regulatory networks with recurrent neural network models using particle swarm optimization.

28 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Toward automatic phenotyping of developing embryos from videos.

28 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4965871

Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks

28 November 2018

2 references

12 December 2020

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

Population Variation and Genetic Control of Modular Chromatin Architecture in Humans

1 reference

12 December 2020

Deep Learning in Drug Discovery.

1 reference

12 December 2020

Beyond Classification: Structured Regression for Robust Cell Detection Using Convolutional Neural Network

1 reference

12 December 2020

Accurate Classification of Protein Subcellular Localization from High-Throughput Microscopy Images Using Deep Learning

1 reference

12 December 2020

DeepCpG: accurate prediction of single-cell DNA methylation states using deep learning

1 reference

12 December 2020

Denoising genome-wide histone ChIP-seq with convolutional neural networks

1 reference

12 December 2020

U-Net: Convolutional Networks for Biomedical Image Segmentation

1 reference

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

Sequential Model-Based Optimization for General Algorithm Configuration

1 reference

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

A logical calculus of the ideas immanent in nervous activity

1 reference

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

The elements of statistical learning: data mining, inference and prediction

1 reference

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

ImageNet Large Scale Visual Recognition Challenge

1 reference

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

Accurate classification of protein subcellular localization from high throughput microscopy images using deep learning

1 reference

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

Denoising genome-wide histone ChIP-seq with convolutional neural networks

1 reference

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

Accurate prediction of single-cell DNA methylation states using deep learning

1 reference

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

1 reference

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

Going deeper with convolutions

1 reference

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

Show and tell: A neural image caption generator

1 reference

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

Machine Learning in Genomic Medicine

1 reference

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

1 reference

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

Simulation of self-organizing systems by digital computer

1 reference

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

Caffe: Convolutional Architecture for Fast Feature Embedding

1 reference

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

Chromatin and Genomic determinants of alternative splicing

1 reference

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

Deep Learning: Methods and Applications

1 reference

https://api.crossref.org/works/10.15252%2FMSB.20156651

7 January 2021

Identifiers

DOI

10.15252/MSB.20156651

1 reference

release_fyg72mq7zjglfmbldy3gb4lpqi

21 June 2017

1 reference

Fatcat

https://api.fatcat.wiki/v0/release/fyg72mq7zjglfmbldy3gb4lpqi

24 November 2022

mapped directly with Wikidata item

OpenCitations bibliographic resource ID

4234365

1 reference

Consolidated OpenCitations Corpus – April 2017

OpenCitations bibliographic resource ID

1 reference

Consolidated OpenCitations Corpus – April 2017

OpenCitations bibliographic resource ID

1 reference

PubMed ID

27474269