Abhijit Guha Roy

Abhijit Guha Roy PhD Student Chair for Computer Aided Medical Procedures & Augmented Reality Fakultät für Informatik Technische Universität München Boltzmannstr. 3 85748 Garching b. München Room: MI 03.13.036 Phone: +49 89 289 Fax: +49 89 289 17059 E-Mail: Skype ID: abhi4ssj

Education

• Masters of Technology - ongoing (2013-15) in Instrumentation and Signal Processing, Indian Institute of Technology, Kharagpur, INDIA
• Bachelor of Engineering - with honours (2012) in Electrical Engineering, Jadavpur University, Kolkata, INDIA

Awards

• MICCAI Young Scientist Nominee 2017
• MICCAI Student Travel Award 2017
• DAAD PhD Scholarship 2016-2017.
• DAAD Fellow (IIT Masters Sandwich Program) 2014-2015.

Active Research Projects

• Bayesian Deep Learning
• Whole Brain Segmentation in MRI scans

Research Interests

• Computational Neuroimaging
• Fully Convolutional Networks
• Deep Learning

Professional Associations and Memberships

• IEEE: Engineering in Medicine and Biology Society
• IEEE Student Member

Publications

Guha Roy, A., Conjeti, S., Karri, S.P.K., Sheet, D., Katouzian, A., Wachinger, C., Navab, N. (2017). ReLayNet^?: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network. Biomed. Optics Express, 8(8), pp. 3627-3642, 2017. (Impact factor - 3.337)

Conjeti, S., Katouzian, A., Guha Roy, A., Peter, L., Sheet, D., Carlier, S., Laine, A. and Navab, N. (2016). Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization. Medical Image Analysis, 32, pp.1-17. (Impact factor - 4.188)

Guha Roy, A., Conjeti, S., Carlier, S.G., Dutta, P.K., Kastrati, A., Laine, A.F., Navab, N., Katouzian, A. and Sheet, D. (2016). Lumen Segmentation in Intravascular Optical Coherence Tomography Using Backscattering Tracked and Initialized Random Walks. IEEE Journal of Biomedical and Health Informatics, 20(2), pp.606-614. (Impact factor - 3.451)