4 ms·
Well, as far as I know the state-of-the-art results on current drug toxicity prediction benchmarks (e.g., Tox21) are held by deep neural networks; it seems like
by msamwald 9y ago
Well, as far as I know the state-of-the-art results on current drug toxicity prediction benchmarks (e.g., Tox21) are held by deep neural networks; it seems like recent AI advances HAVE proven useful in that regard.
- digitalzombie 9y agoDo you have a source for that? I'm super interested into reading more. I had to do Tox21 I was using Bayesian Network for drug toxicity at the FDA we used the DILI database.
- deleted 9y ago[deleted]
- _untom_ 9y agoThis is the paper from the winners of the Tox21 Challenge: https://www.frontiersin.org/articles/10.3389/fenvs.2015.0008.. https://www.frontiersin.org/articles/10.3389/fenvs.2015.0008.... (fun fact: one of the authors is the inventor of the LSTM)