Open-source Dataset of Disease Diagnosis - Empowering Medical Diagnosis Assistance and Disease Prediction

Disease Diagnosis

Developed by Hayato-T08

This dataset contains symptom and prescription information for various diseases, used for medical diagnosis assistance and disease prediction.

Text Classification

Transformers

#Disease Diagnosis Assistance #Symptom-Prescription Matching #Multi-Disease Coverage

Downloads 29

Release Time : 12/21/2023

Model Overview

This model is a classification model in the medical field, capable of predicting possible disease types based on symptoms and providing related prescription information.

Model Features

Multi-Disease Coverage

Supports classification and prescription recommendations for 41 common diseases.

Symptom Matching

Matches the most likely disease type based on input symptom information.

Prescription Recommendation

Provides related prescription information for diagnosed diseases.

Model Capabilities

Disease Classification

Symptom Analysis

Prescription Recommendation

Use Cases

Medical Diagnosis Assistance

Disease Prediction

Predicts possible disease types based on the patient's symptom descriptions.

Improves the accuracy and efficiency of preliminary diagnosis.

Prescription Recommendation

Provides related treatment prescriptions for diagnosed diseases.

Assists doctors in formulating treatment plans.

Health Management

Self-Symptom Check

Users input their symptoms to obtain possible disease information.

Helps users understand their health status.

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

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Disease Diagnosis

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 Disease Labeling Project

📚 Documentation

Datasets

LABEL2disease Mapping