J12 : Lung Lens
| Students | Alina Bhatti
Sofia Bhatti |
| School | IND - Al-Falah Islamic School - Oakville |
| Level | Junior 7/8 - Grade 8 |
| Group | Group 8 - Engineering and Computing II |
| Abstract | This innovation seeks to develop an AI-powered pneumonia detection system for chest x-rays. The system will automatically analyze and classify x-rays as either normal or pneumonia, speeding up the diagnostic process. Additionally, a visual explanation feature using heat maps will highlight affected lung regions, ensuring transparency in the AI’s decisions and helping doctors understand the reasoning behind the model’s diagnosis. |