Biomedical Signal Processing; Advanced Computing in Biological Systems
Research Domain
Deep Learning in Medical Imaging, Neural Signal Processing, AI/ML
Research Details
Awards & Achievements:
Awarded the TIGER Master’s Excellence Scholarship (Amidex, France) of €10,000 for the academic year 2024–2025.
Secured All India Rank 140 in GATE 2020 (Graduate Aptitude Test in Engineering) in Instrumentation Engineering (IN) with 98.09 percentile.
Projects / Thesis:
Master’s Thesis Internship, MINDS (coMputational imagINg anD viSion) Research Team,
Institut de Recherche en Informatique de Toulouse (IRIT), France. Supervisors: Dr. Duong-Hung Pham, Dr. Denis Kouamé. Thesis:Ultrasound Image Deconvolution via Block Circulant Spectral Decomposition in Diffusion Models.
Developed physics-informed diffusion-based reconstruction (DDRM) incorporating PSF and BCCB modelling for enhanced ultrasound imaging.
Master’s Thesis Student, Medical Informatics Lab, IIT Kharagpur, India. Supervisor: Dr. Debashree Guha Adhya. Thesis:Functional Brain Connectivity Analysis with Brain–Behaviour Correlation: An EEG-Based Study.
Performed EEG pre-processing, connectivity estimation, phase-based analysis, and brain–behaviour correlation.