Soumyanil Banerjee

Soumyanil Banerjee

Deep Learning, Machine Learning, Medical Image Processing, Graph Representation Learning, Computer Vision; CS Ph.D. Student @ Wayne State University

About Me

Hi! I am Soumyanil Banerjee and I am currently a third year PhD student in the Machine Vision and Pattern Recognition Lab (MVPRL) of the Department of Computer Science at Wayne State University, Detroit, Michigan, USA. I perform research at the intersection of Deep Learning and Medical Image Processing domains. I am primarily interested in applications of machine learning, deep learning and computer vision algorithms on medical imaging datasets. Currently, I am working with deep learning and machine learning applications on neuro-imaging data. I develop novel graph representation algorithms to be applied on non-euclidean neuro-imaging datasets obtained from pediatric epilepsy patients. This work is done in collaboration with Children's Hospital of Michigan, Detroit, Michigan, USA.

Prior to joining my PhD, I worked at UMass Medical School where I used image processing and machine learning methods to model the spatially-varying blur functions or point spread functions (PSFs) required for system calibration and iterative image reconstruction in SPECT (Single-Photon Emission Computed Tomography) systems.

In my free time I love to travel, enjoy nature and try different cuisines of various countries.

Latest News and Updates !!

  • [NEW!!]Paper on "Deep Relational Reasoning for the Prediction of Language Impairment and Postoperative Seizure Outcome Using Preoperative DWI Connectome Data of Children with Focal Epilepsy" accepted for publication in IEEE Transactions on Medical Imaging (TMI) - Impact Factor: 6.685.
  • Invited to serve on the technical program committee of Conference on Connected Health: Applications, Systems and Engineering Technologies (IEEE/ACM CHASE), 2020.
  • Invited to serve on the program committee of Conference on Information Reuse and Integration for Data Science (IEEE IRI), 2020.
  • Received Conference Travel Award, IEEE ISBI, 2020.
  • Received Graduate Student Professional Travel Award, Wayne State University, 2020.
  • Paper on "Prediction of Language Impairments in Children Using Deep Relational Reasoning with DWI Data" accepted @ International Symposium on Biomedical Imaging (IEEE ISBI), 2020.
  • Got Thomas C. Rumble University Graduate Fellowship, Wayne State University, 2018.