symps_disease_bert_v3_c41

The objective is to develop a symptom-to-disease classification model for a natural language chatbot.
This model takes input text such as "I am feeling vomiting, breathlessness, and sweating" and accurately identifies the associated disease (Label_18 - 'Heart attack').

In essence, the chatbot's purpose is to analyze users' symptoms and provide relevant disease predictions in real-time conversation.

Superset of https://huggingface.co/shanover/disease_classifier_base

Symptoms to Disease - Sequence Classifier (41 Diseases)

List of Encoded Numbers and Corresponding Disease Names

1. (Vertigo) Paroxysmal Positional Vertigo
2. AIDS
3. Acne
4. Alcoholic hepatitis
5. Allergy
6. Arthritis
7. Bronchial Asthma
8. Cervical spondylosis
9. Chicken pox
10. Chronic cholestasis
11. Common Cold
12. Dengue
13. Diabetes
14. Dimorphic hemorrhoids (piles)
15. Drug Reaction
16. Fungal infection
17. GERD
18. Gastroenteritis
19. Heart attack
20. Hepatitis B
21. Hepatitis C
22. Hepatitis D
23. Hepatitis E
24. Hypertension
25. Hyperthyroidism
26. Hypoglycemia
27. Hypothyroidism
28. Impetigo
29. Jaundice
30. Malaria
31. Migraine
32. Osteoarthritis
33. Paralysis (brain hemorrhage)
34. Peptic ulcer disease
35. Pneumonia
36. Psoriasis
37. Tuberculosis
38. Typhoid
39. Urinary tract infection
40. Varicose veins
41. Hepatitis A

EOD