semaj83/ctmatch_classification
CTMatch Classification Dataset This is a combined set of 2 labelled datasets of: topic (patient descriptions), doc (clinical trials documents - selected fields), and label ({0, 1, 2}) triples, in jsonl format. (Somewhat of a duplication of some of the ir_dataset also available on HF.) These have been processed using ctproc, and in this state can be used by various tokenizers for fine-tuning (see ctmatch for examples). These 2 datasets contain no patient identifying information are openly… See the full description on the dataset page: https://huggingface.co/datasets/semaj83/ctmatch_classification.
CTMatch Classification Dataset
This is a combined set of 2 labelled datasets of:
topic (patient descriptions), doc (clinical trials documents - selected fields), and label ({0, 1, 2}) triples, in jsonl format.
(Somewhat of a duplication of some of the ir_dataset also available on HF.)
These have been processed using ctproc, and in this state can be used by various tokenizers for fine-tuning (see ctmatch for examples).
These 2 datasets contain no patient identifying information are openly available in raw forms:
TREC: http://www.trec-cds.org/2021.html
CSIRO: https://data.csiro.au/collection/csiro:17152
see repo for more information: https://github.com/semajyllek/ctmatch