Research

My research interests broadly lie at the intersection of machine learning and medical image processing. Currently, I work on application of Deep Learning techniques for cancer/ abnormality detection and segmentation from neuroimaging data.

Publications

Longitudinal Multiple Sclerosis Segmentation using 3D Convolutional Neural Networks

Winning entry for the Longitudinal Multiple Sclerosis Lesion Segmentation Challenge 2015. The victory was covered in The Hindu and The Indian Express.

Suthirth Vaidya, Abhijith Chunduru, Ramanathan Muthuganapathy, Ganapathy Krishnamurthi

ISBI 2015 (Challenge)

• Manuscript (PDF)
• Challenge Website