greenelab/deep-review
A collaboratively written review paper on deep learning, genomics, and precision medicine
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Issues
- 9
Consider change to reference 346
#1032 opened by OmnesRes - 11
Authors Since Publication
#959 opened by cgreene - 2
Update in Proteomics mass spectrometry
#1029 opened by aky - 1
feature and labels
#1026 opened by Mohamed-ElhajAbdou - 1
Alpha Fold 2
#1025 opened by agitter - 3
Titrating gene expression using libraries of systematically attenuated CRISPR guide RNAs
#1023 opened by gwaybio - 3
Add a Systematic Text-Mining Component to the Review?
#1022 opened by swamidass - 3
Update for 2020?
#1021 opened by swamidass - 53
Call for Methylation Section
#942 opened by jlevy44 - 3
How can one cite this dynamic review?
#1018 opened by vd4mmind - 2
Human Protein Atlas (HPA) Cell Type Prediction using Deep Learning and estimating uncertainty
#1017 opened by birajaghoshal - 0
- 1
LISA: Towards Learned DNA Sequence Search
#1015 opened by evancofer - 2
- 6
Section Status: Electronic health records
#967 opened by cgreene - 7
Potential Reorganization
#1005 opened by manolik - 2
Applications in sleep research
#1013 opened by SystemsResearch - 0
Update 'Imaging applications in healthcare'
#1012 opened by SystemsResearch - 0
Hidden bias in the DUD-E dataset leads to misleading performance of deep learning in structure-based virtual screening
#1010 opened by 0ut0fcontrol - 0
In Need of Bias Control: Evaluating Chemical Data for Machine Learning in Structure-Based Virtual Screening
#1009 opened by 0ut0fcontrol - 0
Predicting or Pretending: Artificial Intelligence for Protein-Ligand Interactions Lack of Sufficiently Large and Unbiased Datasets
#1008 opened by 0ut0fcontrol - 0
Deepprune: Learning Efficient and Interpretable Convolutional Networks Through Weight Pruning for Predicting DNA-Protein Binding
#1007 opened by evancofer - 0
Deep Learning for the Life Sciences
#1006 opened by agitter - 0
Update COI Table for v1 authors at release.
#1004 opened by cgreene - 1
Create funding information automatically
#996 opened by cgreene - 8
Quick View / Diffs and/or Updated Sections
#1001 opened by cgreene - 4
- 0
Note v1/v2 contributions on the header page.
#993 opened by cgreene - 0
Disease State Prediction From Single-Cell Data Using Graph Attention Networks
#990 opened by stephenra - 0
- 0
Update this manuscript's thumbnail
#980 opened by vincerubinetti - 2
Enabling AppVeyor previews
#979 opened by agitter - 1
Reference Error in Royal Society Paper
#975 opened by smthomas-sci - 3
- 0
Human microbiome aging clocks based on deep learning and tandem of permutation feature importance and accumulated local effects
#943 opened by evancofer - 7
Proof-of-concept for reasoning over the SemMedDB knowledge base, using miniKanren + heuristics + indexing.
#972 opened by renesugar - 1
DeSigN: connecting gene expression with therapeutics for drug repurposing and development
#973 opened by renesugar - 0
- 0
Section Status: Text applications in healthcare
#966 opened by cgreene - 0
Section Status: Imaging applications in healthcare
#965 opened by cgreene - 0
Update Section: Intro to DL
#963 opened by cgreene - 0
Update Section: Abstract
#962 opened by cgreene - 7
Table of contents for paper
#957 opened by AnneCarpenter - 1
Class imbalance in Deepr
#950 opened by NandhiniSubramanyan - 0
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning
#953 opened by evancofer - 4
AmpliconNet: Sequence Based Multi-layer Perceptron for Amplicon Read Classification Using Real-time Data Augmentation
#944 opened by ali-kishk - 2
- 0
Harmonization and Annotation of Single-cell Transcriptomics Data with Deep Generative Models
#949 opened by stephenra - 0
A guide to deep learning in healthcare
#946 opened by evancofer - 0