PICO Medical Literatures On Heart Disease Data💔 by Kaggle | Healthcare

About this Dataset

PICO Medical Literatures On Heart Disease Data💔

There is lot of confusion out there related to Evidence Based PICO Classification tasks.

In this work I have demonstrated a simple yet effective way to utilize transformer BIO BERT Model and have an end to end pipeline with training to its live deployment.

Model Deployed Link

There has a lot of improvements and that each single feedback matters. Feel free to comment if you have any queries:)

This Dataset is referenced from the paper published in IEEE Journal of Biomedical and Health Informatics
Aceso: PICO-Guided Evidence Summarization on Medical Literature
There are other sets of PICO datasets utilized in there work but I have utilized only Heart Disease Medical Literature sentences.

Tables

Pico Tags Heart Disease Semi Processed

@kaggle.owaiskhan9654_pico_medical_literatures_related_to_heart_disease.pico_tags_heart_disease_semi_processed

194.59 KB
2697 rows
2 columns


CREATE TABLE pico_tags_heart_disease_semi_processed (
  "sentences" VARCHAR,
  "tags" VARCHAR
);