Tabular Classification
Scikit-learn
English
hierarchical
healthcare
ehr
copd
clinical-risk
tabular
scikit-learn
clustering
unsupervised
Instructions to use stormid/copd-model-e with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Scikit-learn
How to use stormid/copd-model-e with Scikit-learn:
from huggingface_hub import hf_hub_download import joblib model = joblib.load( hf_hub_download("stormid/copd-model-e", "sklearn_model.joblib") ) # only load pickle files from sources you trust # read more about it here https://skops.readthedocs.io/en/stable/persistence.html - Notebooks
- Google Colab
- Kaggle
| { | |
| "SABA": [ | |
| "BAMBUTEROL HYDROCHLORIDE", | |
| "SALBUTAMOL", | |
| "TERBUTALINE SULFATE" | |
| ], | |
| "LABA": [ | |
| "FORMOTEROL FUMARATE", | |
| "INDACATEROL", | |
| "OLODATEROL", | |
| "SALMETEROL" | |
| ], | |
| "LAMA": [ | |
| "ACLIDINIUM BROMIDE", | |
| "TIOTROPIUM", | |
| "UMECLIDINIUM BROMIDE" | |
| ], | |
| "SAMA": [ | |
| "IPRATROPIUM BROMIDE", | |
| "LABA-LAMA", | |
| "ACLIDINIUM BROMIDE AND FORMOTEROL FUMARATE", | |
| "INDACATEROL WITH GLYCOPYRRONIUM BROMIDE", | |
| "TIOTROPIUM AND OLODATEROL", | |
| "UMECLIDINIUM BROMIDE AND VILANTEROL TRIFENATATE" | |
| ], | |
| "ICS": [ | |
| "BECLOMETASONE DIPROPIONATE", | |
| "BUDESONIDE", | |
| "CICLESONIDE", | |
| "FLUTICASONE PROPIONATE", | |
| "MOMETASONE FUROATE" | |
| ], | |
| "LABA-ICS": [ | |
| "BECLOMETASONE DIPROPIONATE AND FORMOTEROL FUMARATE", | |
| "BUDESONIDE WITH FORMOTEROL FUMARATE", | |
| "FLUTICASONE FUROATE AND VILANTEROL", | |
| "FLUTICASONE PROPIONATE AND FORMOTEROL FUMARATE", | |
| "SALMETEROL WITH FLUTICASONE PROPIONATE" | |
| ], | |
| "LAMA +LABA-ICS": [ | |
| "BECLOMETASONE DIPROPIONATE AND FORMOTEROL FUMARATE AND GLYCOPYRRONIUM", | |
| "FLUTICASONE FUROATE WITH UMECLIDINIUM BROMIDE AND VILANTEROL TRIFENATATE" | |
| ], | |
| "LABA-LAMA-ICS": [], | |
| "SABA + SAMA": [ | |
| "SALBUTAMOL WITH IPRATROPIUM" | |
| ], | |
| "MCS": [ | |
| "NEDOCROMIL SODIUM", | |
| "SODIUM CROMOGLICATE" | |
| ], | |
| "Ignore": [ | |
| "MENTHOL WITH EUCALYPTUS" | |
| ] | |
| } |