abdominal disease detection

medical ai / computer vision

01.the challenge

early diagnosis of abdominal diseases requires analyzing thousands of medical images with high precision - manual screening is slow and prone to human error _ especially under fatigue -

02.the solution

we developed a deep learning model trained on 29-000 ministry of health approved records - using advanced computer vision techniques _ our system identifies 'no findings' and 6 specific disease classes -

03.expected impact

the model is expected to achieve high accuracy in validation tests _ aiming to significantly reduce the initial screening time for radiologists and provide a reliable second opinion -

[ tech stack ]

pythonpytorchyolov8fastapireact

source code

[ project gallery ]