Clinical Decision Support System for Unani Medicine Practitioners
Paper • 2310.18361 • Published
How to use HaiderSultanArc/UnaniBERT with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="HaiderSultanArc/UnaniBERT") # Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("HaiderSultanArc/UnaniBERT")
model = AutoModelForSequenceClassification.from_pretrained("HaiderSultanArc/UnaniBERT")Fine-tuned variant of BioBERT, for text classification task on user's input with symptoms and/or causes to predict possible disease, aimed towards Decision Support System for Unani Medicine Practitioners.
Input a sentence with Symptoms and/or causes to predict possible diseases.