Lung disease prediction using machine learning

InLung Disease Prediction Using Machine Learning

Inspiration

The project was inspired by the need for early detection of lung diseases and the importance of improving healthcare through technology.

How We Built It

We developed a machine learning system that analyzes patient data or lung images to predict possible lung diseases. The project uses Python, machine learning algorithms, and data preprocessing techniques.

What We Learned

We learned about data preprocessing, model training, prediction, and how machine learning can support healthcare.

Challenges We Faced

The main challenges were finding suitable datasets, cleaning data, selecting the right algorithm, and improving prediction accuracy.

Future Scope

The project can be improved by using larger datasets, advanced algorithms, and a user-friendly interface to support early disease detection.spiration

What it does

How we built it

Challenges we ran into

Accomplishments that we're proud of

What we learned

What's next for Lung disease prediction using machine learning

Built With

• artificial
• data
• deep
• disease
• google
• healthcare
• imaging
• intelligence
• jupyter
• learning
• lung
• machine
• medical
• notebook
• numpy
• opencv
• pandas
• prediction
• python
• science
• scikit-learn
• tensorflow