A Comprehensive Approach to Predict Chronic Impairment of the Pulmonary System Through the Application of Artificial Neural Network Algorithm
Year: 2024
Type: article
Abstract: COPD is a respiratory condition with airflow restriction and increased inflammation in the air passages. It is the main reason for sickness and death around the world, where it requires sophisticated diagnostic instruments. This research examines how Artificial Neural Networks (ANN) can be used to predict COPD. The clinical dataset has been trained and validated, ANN achieved over 93.75 Percent accuracy. Our findings show that the ANN model is effective in aiding early COPD detection, which could enhance clinical decision making and patient results.
Authors: Adisree. R., Mohamed Javed Khan A.
Language: English
Subfield: Health Information Management
Field: Health Professions
Domain: Health Sciences
Open Access status: diamond
OpenAlex ID: W4404832032