Subhashis Banerjee

Research Scholar

Machine Intelligence Unit
Indian Statistical Institute
203 Barrackpore Trunk Road, Kolkata 700108,  INDIA
 

I am a Ph.D. student at the Machine Intelligence Unit (MIU), Indian Statistical Institute (ISI), Kolkata, India, working under the supervision of Prof. Sushmita Mitra. I have completed the master’s degree in engineering (M.Tech.) in 2013, with specialization in Software Engineering availing GATE scholarship, from the Department of Computer Science and Engineering, West Bengal University of Technology, Kolkata, India. Prior to this I had completed the Masters (M.Sc.) and Bachelors [B. Sc. (Hons.)] degrees in Computer Science during 2011 and 2009 respectively. My broad research interests include computer vision, pattern recognition, and their applications on biomedical image analysis.

2) S. Banerjee, S. Mitra, B. Uma Shankar and Y. Hayashi,  A Novel GBM Saliency Detection Model using Multi-channel MRI, PLoS ONE, vol. 11, pp. 1-16, 2016. ©PLoS ONE (IF: 3.70)

1) S. Banerjee, S. Mitra, and B. Uma Shankar,  Single Seed Delineation of Brain Tumor using Multi-thresholding, Information Sciences, vol. 330, pp. 88–103, 2016. ©Elsevier (IF: 4.22)(Code)

1) S. Banerjee, S. Mitra, and B. Uma Shankar,  ROI Segmentation from Brain MR Images with a Fast Multi-Level Thresholding, Advances in Intelligent Systems and Computing series 2016. ©Springer

Code and Data

Some Medical Imaging Databases

• Brain MRI Databases


• BrainWeb: Simulated Brain Database.
  
• MIDAS: Database of MR Brain Images of Healthy Volunteers.
  
• NITRC: Manually Labeled MRI Brain Scan Database.
  


• Mammographic Databases


• mini-MIAS: Mammographic Image Analysis Society database.
  
• DDSM: Digital Database for Screening Mammography.
  

Some Interesting Links

• Top 10 data mining algorithms in plain English.
  

Service

1)  Regular  reviewer for: