Blog: Drug repurposing
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Drug Repurposing With Graph Neural Networks
In modern healthcare and medicine, the quest for novel treatments and therapies is a perpetual challenge. Groundbreaking solutions can be discovered not only through innovation but also by uncovering hidden relationships within existing data. This is what Graph Neural Networks (GNNs) do. This cutting-edge fusion of graph theory and deep learning can transform drug repurposing—the process of finding new medical uses for already existing drugs.
Article by Gilles Madi
October 5th, 2023
12 min read
- haskell
- machine learning
- haskell in production
- serokell
- rust
- elixir
- blockchain
- introduction
- algorithms
- ghc
- edsl
- neural networks
- computer science
- erlang
- web development
- data science
- elixir tutorial
- functional futures
- mathematics
- resource guide
- tezos
- elixir in production
- functional programming
- lorentz
- nix
- parsers
- rust in production
- smart contracts
- typescript
- dependent types
- elixir software
- haskell software
- history
- library
- metaprogramming
- remote work
- template haskell
- what's that typeclass
- agda
- computer vision
- deep learning
- formal verification
- ml resources
- big data
- conferences
- generative ai
- idris
- image generation
- learn haskell
- logic
- ml applications
- open source projects
- phoenix
- Python
- scala
- top projects
- trends
- type families
- ai ethics
- ai tools
- biotech
- chatgpt
- cybersecurity
- dependent haskell
- design
- ecto
- education
- events
- ml algorithms
- morley
- no code
- ocaml
- optimization
- outsourcing
- pattern recognition
- physics
- rust software
- rust tutorial
- supervised learning
- testing
- ton
- topology
- transformers
- unsupervised learning
- webassembly
- women in tech
- ai
- AI agents
- ai events
- ai in oil and gas
- ai tools 2023
- backpropagation
- bayesian optimization
- business
- cardano
- chatgpt alternatives
- cloud native software
- cnn
- compilers
- coq
- cryptography
- data analytics
- data mining
- data prepocessing
- devops
- dlt
- drug repurposing
- existential types
- feature engineering
- federated ml
- fintech
- fossa
- foundation models
- free monads
- game development
- generative ai security threats
- genetics
- github
- github copilot
- gitlab
- gleam
- gpt
- graph neural networks
- higher-rank types
- hobby
- hyperparameter tuning
- icfpc
- lambda calculus
- lean
- lisp
- LLaMA
- markdown
- medtech conferences
- michelson
- microservices
- ml
- ml ideas
- ml models
- ml projects
- mtl
- multi-runtime architecture
- nlp
- open source
- open source software
- OSS development
- programming languages
- purescript
- python development
- Python IDEs
- python libraries
- quantum computers
- random numbers
- reason
- reinforcement learning
- Rust libraries
- rust roadmap
- serokellchat
- servant
- signal processing
- software development trends 2024
- solana smart contract development
- support vector machine
- tagless final
- tech conferences 2024
- text analysis
- text-to-speech
- time series analysis
- tinyML
- trends in AI
- typed lambda calculus
- web summit
- web3
- website deployment
+ More