Karri Karthik, PhD
Research Scientist, IIIT Hyderabad · PhD, IIT Kharagpur
Multimodal Computing for a Healthy Society
About me
I am Karri Karthik. I have a PhD in Biomedical Engineering from the Indian Institute of Technology Kharagpur. I am working as a Research Scientist at the International Institute of Information Technology, Hyderabad, India. Previously, I worked as a Postdoctoral Research Associate at the Indian Institute of Technology Kharagpur, India. My current work focuses on the translational application of artificial intelligence in healthcare. Previously, I worked on developing 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. In addition to an interest in high-impact applications of AI in healthcare analysis, I am interested in technical challenges and algorithmic design for improved diagnostic systems and multimodal treatment mechanisms.
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