AL, ML, DL, Mobile, Mac, Web and Windows Development

Diabetic Retinopathy App

Diabetic Retinopathy is caused by damage to the blood vessels in the tissue at the back of the eye (retina). Poorly controlled blood sugar is a risk factor. The patient may lose the sight without any prior symptom even while talking normally if left untreated because of bursting and blood leakage from the vessels in the retina.

Spots or dark strings floating in your vision (floaters)
Blurred vision
Fluctuating vision
Dark or empty areas in your vision
Vision loss

Healthcare Imagery Analysis

Use Case

Problem:

Accurate and timely detection of diseases in MRI lung images is as critical challenge in the medical field.
Manual analysis of MRI lung images by medical professionals is subjective and time-consuming.

Solution:

Our solution leverages DLTK (Deep Learning Toolkit), a powerful platform for training deep learning models.

The platform provides a framework for developing and deploying deep learning models specifically designed for medical image analysis.

DLTK incorporates advanced Computer Vision techniques to analyze MRI lung images.

By training a deep learning model on a large dataset of labeled MRI lung images, we can automate the disease detection process.

Impact :

Early Detection: The automated system enables early detection of diseases, leading to better patient outcomes and potentially life-saving interventions.
Reduction in Human Error: Manual analysis is prone to human error, whereas the DLTK solution minimizes such errors, ensuring consistent and reliable results