Pneumocare : From Care to Cure

Pneumocare : From Care to Cure

Abhay Krishna Joshi1, Kannika P Menasinkai2, Karthik Gubber3, Anjali Kabadi4, Anjali Parashuram Dodmani5, Dr. Jagadeesh Pujari6, Prof Varsha Jadhav7

1Student ,Department of Information Science and Engineering, SDM College of Engineering and

Technology, Dharwad, Karnataka, India

2Student ,Department of Information Science and Engineering, SDM College of Engineering and

Technology, Dharwad,  Karnatak, India

3Student ,Department of Information Science and Engineering, SDM College of Engineering and

Technology, Dharwad, Karnataka, India

4Student ,Department of Information Science and Engineering, SDM College of Engineering and

Technology, Dharwad, Karnataka, India

5 Student ,Department of Information Science and Engineering, SDM College of Engineering and

Technology, Dharwad, Karnataka, India

6HOD, Department of Information Science and Engineering, SDM College of Engineering and

Technology, Dharwad, Karnataka, India

 7Assistant Professor, Department of Information Science and Engineering, SDM College of Engineering and Technology, Dharwad, Karnataka, India

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ABSTRACT

PneumoCare is an advanced AI-driven system designed to detect and diagnose respiratory conditions, including normal, pneumonia and covid pneumonia , from  chest X-ray images using deep learning techniques. The system utilizes convolutional neural networks(CNN) to automatically identify and classify regions affected by these conditions, offering valuable assistance to healthcare professionals in providing faster and more accurate diagnoses. This project presents a cost-effective and scalable solution ,particularly for areas with limited access to medical resources ,ensuring timely and precise detection of respiratory conditions in clinical settings .with its integration into medical imaging technologies, PneumoCare aims to enhance diagnostic capabilities, ultimately improving patient outcomes and reducing the global burden of respiratory diseases.

Key Words:

PneumoCare, respiratory healthcare ,CNN, AI diagnosis, chest X-rays ,pneumonia detection , covid pneumonia.