A Simple Text Mining Approach for Ranking Pairwise Associations in Biomedical Applications

no code implementations • 12 Jun 2019 • Finn Kuusisto, John Steill, Zhaobin Kuang, James Thomson, David Page, Ron Stewart

We present a simple text mining method that is easy to implement, requires minimal data collection and preparation, and is easy to use for proposing ranked associations between a list of target terms and a key phrase.

Machine Learning to Predict Developmental Neurotoxicity with High-throughput Data from 2D Bio-engineered Tissues

1 code implementation • 6 May 2019 • Finn Kuusisto, Vitor Santos Costa, Zhonggang Hou, James Thomson, David Page, Ron Stewart

We thus compare the accuracy of predictive models trained on data from a 2D tissue model with those trained on data from a 3D tissue model, and find the 2D model to be substantially more accurate.

BIG-bench Machine Learning