Bioinformatics'2020: BioBERT: a pre-trained biomedical language representation model for biomedical text mining
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A full spaCy pipeline and models for scientific/biomedical documents.
- scientific-documents
- spacy
- custom-pipes
- nlp
Precision Medicine Knowledge Graph (PrimeKG)
- knowledge-graph
- precision-medicine
- therapeutics
- bioinformatics
Plant phenotyping with image analysis
- science
- bioinformatics
- image-analysis
- plant-phenotyping
Graph-linked unified embedding for single-cell multi-omics data integration
- bioinformatics
- deep-learning
- single-cell
- single-cell-multiomics
🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)
- awesome
- biomedical
- text-mining
- information-extraction
A curated list of resources for machine learning for small-molecule drug discovery
- awesome-list
- machine-learning
- cheminformatics
- drug-discovery
TransformerCPI: Improving compound–protein interaction prediction by sequence-based deep learning with self-attention mechanism and label reversal experiments(BIOINFORMATICS 2020) https://doi.org/10.1093/bioinformatics/btaa524
- self-attention
- compound-protein-interaction
- transformercpi
- structure-free-virtual-sreening
Apache cTAKES is a Natural Language Processing (NLP) platform for clinical text.
- clinical
- nlp
- bioinformatics
- ai
A tool for cell instance aware segmentation in densely packed 3D volumetric images
- segmentation
- deep-learning
- bioinformatics
- neural-network
We would like to maintain a list of resources which aim to solve molecular docking and other closely related tasks.
- ai-aided-drug-discovery
- awesome
- drug-discovery
- molecular-docking
NeoDTI: Neural integration of neighbor information from a heterogeneous network for discovering new drug-target interactions
- computational-biology
- bioinformatics
- graph-convolution
- deep-learning
MCP server for spatial transcriptomics analysis through natural language interfaces.
- bioinformatics
- cell-communication
- deconvolution
- machine-learning