Detection of lung disease using deep learning

Principal Investigator

Name
Himanshu Joshi

Degrees
PhD

Institution
Drongo AI pvt LTD

Position Title
Reseach Scientist

Email
himanshu@drongoai.com

About this CDAS Project

Study
PLCO (Learn more about this study)

Project ID
PLCOI-1747

Initial CDAS Request Approval
Nov 15, 2024

Title
Detection of lung disease using deep learning

Summary
We aim to develop a deep learning classification model to automate the disease detection in x-ray images. For that purpose we need the PLCO Lung dataset. Our approach includes data preprocessing, model training, and validation using deep learning frameworks. The project will enhance the predictive accuracy, automation and deliver value through improved diagnostic speed and efficiency. Data access will be secured with encryption and controlled access and will be strictly followed to ensure confidentiality and data protection.

Aims

Train deep learning model
Evaluation of model
Automatic detection of lung disease

Collaborators

Raveesh Nandkumar
Ankit Zanzmera