Skip to content
#

medicalpsychology

Star

Here is 1 public repository matching this topic...

Xiaowen-JI / Semi-automation-of-systematic-review-of-clinical-trials-in-medical-psychology-with-BERT-models

Star 8

We employed pre-trained BERT models (distillBERT, BioBert, and SciBert) for text-classifications of the titles and abstracts of clinical trials in medical psychology. The average score of AUC is 0.92. A stacked model was then built by featuring the probability predicted by distillBERT and keywords of search domains. The AUC improved to 0.96 with…

nlp automation rct pubmed-parser systematic-reviews medicalpsychology
  • Updated Aug 18, 2021
  • Jupyter Notebook

Improve this page

Add a description, image, and links to the medicalpsychology topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the medicalpsychology topic, visit your repo's landing page and select "manage topics."

Learn more