Global Impact

Healthcare

• Improved Accuracy and Early Diagnosis

  • Earlier detection can significantly improve patient survival rate and drives down the cost of treatment to patients

• Reduced reliance on pathologists and hematologists

  • A deep learning model would allow these experts to focus on more critical tasks

Ethical Considerations

• Data Privacy and Security

  • Patient data must be protected and anonymized when used to train the model

• Model Bias

  • The model requires a lot of data to be accurate and ensure there is no disparity between diagnosis and treatment

Manuel Martinez Jr