SuprosannaShit

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

Suprosanna Shit

Suprosanna Shit
Doctoral Candidate

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.

Publications



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