|
Research Interests: Our
group works on development of methods, techniques and software for medical image(MRI, CT) processing/analysis and
evaluating their potential applications in disease diagnosis, treatment
planning and response assessment.
·
Applications
of Machine Learning/Deep Learning in Healthcare based
upon Medical Imaging, particularly Multi-parametric MRI
Ø
Diagnosis, grading/classification, treatment
monitoring (Diseases: Cancer/tumor, Stroke, Osteoarthritis (OA), etc.)
Ø
Development of Computer-Aided Diagnosis (CAD) systems
·
Development
of quantitative methods, techniques and software tools in the field of MRI,
particularly in:
Ø
Perfusion-MRI, for mapping hemodynamic and
physiological information
Ø
CEST-MRI, for high resolution in vivo molecular
mapping (CrCEST, GagCEST, GluCEST)
Ø
Susceptibility-Weighted-Imaging (SWI), for
micro-vascular/angiogenesis imaging
Ø
Diffusion weighted MRI
Ø
Relaxometry; T1, T2, T1rho mapping
Ø
B0 and B1 field inhomogeneity
Ø
Multiparameteric MRI
·
Medical
Image Processing
Ø
Segmentation and classification of tissues
Ø
Image registration
Ø
Mitigation of noise and artifacts
·
Mathematical
modeling
Professional Experience:
|
Professor |
Centre for
Biomedical Engineering, IIT-Delhi |
March 2025
– Present |
|
Associate Professor |
Centre for
Biomedical Engineering, IIT-Delhi |
April 2020
– March 2025 |
|
Assistant
Professor |
Centre for
Biomedical Engineering, IIT-Delhi |
March 2014
– March 2020 |
|
Visiting Faculty |
Department of Radiology,
UPENN |
June 2017 – July 2017 |
|
Visiting Faculty |
Department of Radiology,
UPENN |
Oct 2015 |
|
Research
Associate |
Department
of Radiology, UPENN |
April 2013
– March 2014 |
|
Postdoctoral
Researcher |
Department
of Radiology, UPENN |
Aug 2008
– March 2013 |
Education:
|
PhD |
Department of
Mathematics and Statistics, IIT-Kanpur |
|
MSc |
Department
of Mathematics, DAV college Jalandhar |
|
BSc |
W.R.S.
Govt. College Dehri, HP University Shimla, Himachal
Pradesh |