It is aimed to develop a model that can provide clinical support to physicians for breast cancer classification based on ultrasound images with open access artificial intelligence-based software prototyping designed by the Department of Biostatistics and Medical Informatics of İnönü University Faculty of Medicine.
A model based on deep/transfer learning and image processing was created by using images taken from ultrasound devices. Breast cancer classification can be made with the developed web-based software prototyping thanks to this trained model.
Note:
This system supports image files with the extensions of
.dcm
,
.jpeg
,
.jpg
,
or
.png.
Veritabanından sorgulama yapıldığından sınıflandırma tahmin işlemi birkaç dakika sürebilir.
The classification prediction process may take several minutes as the query is made from the database.
Classification Prediction
If you are using this free software, please do not forget to cite:
Guldogan, E.,Ucuzal, H., Colak, C. Ultrasound Based Breast Cancer Classification Software [Web-based software].
from biostatapps.inonu.edu.tr/UMKSY/
