Although manual small incision cataract surgery (SICS) is widely practiced in countries of the global South, there is no ...

Although manual small incision cataract surgery (SICS) is widely practiced in countries of the global South, there is no ...

3.Model Training . Take the model from API ( transfer learning )/ Create your own model Use the params.yaml for paramters of the model. 4.Model Evaluation and Experiment tracking ...

We utilized deep learning models based on transfer learning, namely VGG19, and ResNet-50, to diagnose cataracts using fundus images and enhance classification accuracy. The performance metric for the ...

Abstract: Real-time object detection has always been a broad, dynamic, and challenging domain within computer vision. Image localization entails identifying a singular object within an image, while ...

Purpose: Access to cataract treatment and diagnostic tools continues to be hindered by financial and logistical barriers. Thus, photography-based cataract analysis via portable devices offers a ...

You can create a release to package software, along with release notes and links to binary files, for other people to use. Learn more about releases in our docs.

Currently, the clinical diagnosis of NMO is conducted by qualified ophthalmologists or neurologists based on clinical presentation, disease course, and the detection of ... images were preprocessed ...