PhD in Biomedical Image Processing, VNIT, Nagpur (2022)
M.Tech in Communication Systems, SVNIT, Surat (2015)
B.E in Electronics Engineering, RTMNU, Nagpur (2012)
EXPERIENCE :
November 2022 – Till date – Adjunt Assistant Professor, IIIT Nagpur
July 2015 – July 2017 – Assistant Professor, GITAM University, Bengaluru
TEACHING :
1stSem : Elements of Electrical Engineering
RESEARCH :
Area of research:
Medical Image Processing
Signal processing
Machine learning
PUBLICATION :
Dhengre N, Sinha S, Chinni B, Dogra V, Rao N. Computer aided detection of prostate cancer using multiwavelength photoacoustic data with convolutional neural network. Biomedical Signal Processing and Control. Elsevier.2020 Jul 1;60:101952.(SCIE)
Dhengre N, Sinha S. Multiscale U-net-based accelerated magnetic resonance imaging reconstruction. Signal, Image and Video Processing, Springer 2021 Sep 29:1-8. (SCIE)
Dhengre N, Sinha S. K sparse autoencoder-based accelerated reconstruction of magnetic resonance imaging. The Visual Computer. Springer 2021 Jan 30:1-1. (SCIE)
Dhengre N, Sinha S. An edge guided cascaded U‐net approach for accelerated magnetic resonance imaging reconstruction. International Journal of Imaging Systems and Technology. Wiley 2021 Mar 7.(SCIE)
Dhengre, N., Sinha, S. Compressive Sensing MRI Reconstruction with Shearlet Sparsity and non-Convex Hybrid Total Variation. Applied Magnetic Resonance (2022). (SCIE)
Borkar A, Sinha S, Dhengre N, Chinni B, Dogra V, Rao N. Diagnosis of Prostate Cancer with Support Vector Machine Using Multiwavelength Photoacoustic Images. InProceedings of 3rd International Conference on Computer Vision and Image Processing 2020 (pp. 247-254). Springer, Singapore.
Patil M, Sinha S, Dhengre N, Chinni B, Dogra V, Rao N. Evaluation of Auto-encoder Network with Photoacoustic Signal for Unsupervised Classification of Prostate Cancer. InInternational Conference on Computer Vision and Image Processing 2020 Dec 4 (pp. 420-429). Springer, Singapore.
Dhengre N, Upla KP, Patel H, Chudasama VM. Bio-medical image fusion based on phase-congruency and guided filter. In2017 Fourth International Conference on Image Information Processing (ICIIP) 2017 Dec 21 (pp. 1-5). IEEE.
Dhengre N, Upla KP, Trivedi RD. Multimodal biomedical image fusion: Use of log-Gabor and guided filters with non-subsampled contourlet transform. In2015 Third International Conference on Image Information Processing (ICIIP) 2015 Dec 21 (pp. 6-11). IEEE.