Step Change Improvement in Molecular Property Prediction with PotentialNet
Paper on a significant improvement in ability to predict molecular properties in drug design. #ML algorithms are getting better and better than classical methods.
Link: https://medium.com/@pandelab/step-change-improvement-in-molecular-property-prediction-with-potentialnet-f431ffa32a2c
#drugsdesign #biolearning #healthcare
Paper on a significant improvement in ability to predict molecular properties in drug design. #ML algorithms are getting better and better than classical methods.
Link: https://medium.com/@pandelab/step-change-improvement-in-molecular-property-prediction-with-potentialnet-f431ffa32a2c
#drugsdesign #biolearning #healthcare
Medium
Step Change Improvement in Molecular Property Prediction with PotentialNet
TL;DR: Pande Lab in collaboration with Merck shows marked increase in ADMET Prediction accuracy with PotentialNet
Understanding Transfer Learning for Medical Imaging
ArXiV: https://arxiv.org/abs/1902.07208
#biolearning #dl #transferlearning
ArXiV: https://arxiv.org/abs/1902.07208
#biolearning #dl #transferlearning
arXiv.org
Transfusion: Understanding Transfer Learning for Medical Imaging
Transfer learning from natural image datasets, particularly ImageNet, using standard large models and corresponding pretrained weights has become a de-facto method for deep learning applications...