SuprosannaShit

Chair for Computer Aided Medical Procedures & Augmented Reality
Lehrstuhl für Informatikanwendungen in der Medizin & Augmented Reality

Suprosanna Shit

Suprosanna Shit
Research Associate

Image-Based Biomedical Modeling Group (IBBM)
Fakultät für Informatik
Technische Universität München
Boltzmannstr. 3
85748 Garching b. München

Email: suprosanna.shit@tum.de

Room: TranslaTUM

Education

  • 2017: Master of Engineering in Signal Processing. Indian Institute of Science, Bangalore, India.
    Thesis: Sparse Time-Frequency Analysis and Generalized Phase Retrieval problem
  • 2015: Bachelor in Electrical Engineering. Jadavpur University, Kolkata, India.
    Thesis: Biometric Authentication Technique Using Palm Images

Research Interests

  • Physics Motivated Deep Learning: Deep learning to solve inverse problems in pysics.
  • Medical Image Analysis: Analysis of 4D flow MRI.
  • Generative Modelling: Adversarial learning to model physical processes.
  • Baysian Deep learning: Uncertainty quantification in deep learning.
  • Geometric Deep learning: Deep learning on graph for time series classification.

Student Projects

We are inviting applications for several exciting research opportunities for Master students with our group. Please also feel free to reach out if you are interested in a Bachelor thesis, research project, etc. The projects are intended for students in Informatics, Electrical Engineering, or related fields. Please refer to the project descriptions below for more detailed information.

Publications

Google Scholar profile



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