About me

I am Karri Karthik. I have a PhD in Biomedical Engineering from the Indian Institute of Technology Kharagpur. I am a postdoctoral research associate at the Indian Institute of Technology Kharagpur, India. My research focuses on leveraging advanced computational techniques to enhance optical coherence tomography (OCT) images and enhance the efficiency of retinal disease diagnostic algorithms, with a particular emphasis on deep learning and computer vision applications. I am committed to using AI to improve the entire healthcare ecosystem, starting from disease characterisation, drug discovery and delivery, improved diagnostic systems, treatment optimisation, and patient monitoring.

Published Research Projects

Explore my latest research projects in medical image analysis and AI.

Image Representation and Adaptive Convolutions

Innovative image coding technique for efficient texture maps and adaptive convolutions for efficient model design

Deep Learning for OCT Image Classification

Deep learning models for optical coherence tomography image classification.

OCT Image Segmentation

Enhancement and unsupervised segmentation of OCT images

Network Training Optimization

Network training optimisation for early stopping without a separate validation data set.

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Research Contributions