Deep Gupta

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 32

Top Topics

Anisotropic Diffusion

Acute Coronary Syndrome

Top Venues

Biomed. Signal Process. Control.

Comput. Biol. Medicine

IET Image Process.

IEEE Trans. Instrum. Meas.

Publications

Payal Wankhede, Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
A New Multimodal Medical Image Fusion based on Laplacian Autoencoder with Channel Attention. CoRR (2023)
Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
Multi-modal Medical Neurological Image Fusion using Wavelet Pooled Edge Preserving Autoencoder. CoRR (2023)
Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
Multimodal image sensor fusion in a cascaded framework using optimized dual channel pulse coupled neural network. J. Ambient Intell. Humaniz. Comput. 14 (9) (2023)
Pranav Kathar, Rajshree Khandare, Manisha Das, Deep Gupta, Sneha Singh
Vision Outlooker-Based Hierarchical Food Classification. TENCON (2023)
Vishwesh Pillai, Pranav Mehar, Manisha Das, Deep Gupta, Petia Radeva
Integrated Hierarchical and Flat Classifiers for Food Image Classification using Epistemic Uncertainty. SPCOM (2022)
Bhagyashree V. Lad, Manisha Das, Mohammad Farukh Hashmi, Avinash G. Keskar, Deep Gupta
Saliency Detection Using a Bio-inspired Spiking Neural Network Driven by Local and Global Saliency. Appl. Artif. Intell. 36 (1) (2022)
Ankush D. Jamthikar, Deep Gupta, Laura E. Mantella, Luca Saba, Amer M. Johri, Jasjit S. Suri
Ensemble Machine Learning and Its Validation for Prediction of Coronary Artery Disease and Acute Coronary Syndrome Using Focused Carotid Ultrasound. IEEE Trans. Instrum. Meas. 71 (2022)
Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
Optimized Multimodal Neurological Image Fusion Based on Low-Rank Texture Prior Decomposition and Super-Pixel Segmentation. IEEE Trans. Instrum. Meas. 71 (2022)
Pranay Dumbhare, Yash Dubey, Vedant Phuse, Ankush Jamthikar, Himanshu Padole, Deep Gupta
Combining Deep-Learned and Hand-Crafted Features for Segmentation, Classification and Counting of Colon Nuclei in H &E Stained Histology Images. CVIP (2) (2022)
Dhruvi Shah, Hareshwar Wani, Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
STPGANsFusion: Structure and Texture Preserving Generative Adversarial Networks for Multi-modal Medical Image Fusion. NCC (2022)
Rishesh Agarwal, Manisha Das, Deep Gupta, Petia Radeva
Video Colorization Using Modified Autoencoder Generative Adversarial Networks. CVIP (1) (2022)
Ankush D. Jamthikar, Deep Gupta, Amer M. Johri, Laura E. Mantella, Luca Saba, Jasjit S. Suri
A machine learning framework for risk prediction of multi-label cardiovascular events based on focused carotid plaque B-Mode ultrasound: A Canadian study. Comput. Biol. Medicine 140 (2022)
Sneha Singh, Deep Gupta
Multistage multimodal medical image fusion model using feature-adaptive pulse coupled neural network. Int. J. Imaging Syst. Technol. 31 (2) (2021)
Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
Deep and Bio-Inspired Spiking Neural Networks Based Optimized Multi-modal Neurological Image Fusion Model. PReMI (2021)
Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
Multi-scale decomposition-based CT-MR neurological image fusion using optimized bio-inspired spiking neural model with meta-heuristic optimization. Int. J. Imaging Syst. Technol. 31 (4) (2021)
Sneha Singh, Deep Gupta
Detail Enhanced Feature-Level Medical Image Fusion in Decorrelating Decomposition Domain. IEEE Trans. Instrum. Meas. 70 (2021)
Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
layer decomposition domain. Biomed. Signal Process. Control. 68 (2021)
Manisha Das, Deep Gupta, Petia Radeva, Ashwini M. Bakde
NSST domain CT-MR neurological image fusion using optimised biologically inspired neural network. IET Image Process. 14 (16) (2020)
Ankush D. Jamthikar, Deep Gupta, Luca Saba, Narendra N. Khanna, Klaudija Viskovic, Sophie Mavrogeni, John R. Laird, Naveed Sattar, Amer M. Johri, Gyan Pareek, Martin Miner, Petros P. Sfikakis, Athanasios Protogerou, Vijay Viswanathan, Aditya M. Sharma, George D. Kitas, Andrew Nicolaides, Raghu Kolluri, Jasjit S. Suri
Artificial intelligence framework for predictive cardiovascular and stroke risk assessment models: A narrative review of integrated approaches using carotid ultrasound. Comput. Biol. Medicine 126 (2020)
Ankush D. Jamthikar, Deep Gupta, Amer M. Johri, Laura E. Mantella, Luca Saba, Raghu Kolluri, Aditya M. Sharma, Vijay Viswanathan, Andrew Nicolaides, Jasjit S. Suri
Low-Cost Office-Based Cardiovascular Risk Stratification Using Machine Learning and Focused Carotid Ultrasound in an Asian-Indian Cohort. J. Medical Syst. 44 (12) (2020)
Vishlavath Saraswathi, Deep Gupta
Classification of Brain Tumor using PCA-RF in MR Neurological Images. COMSNETS (2019)
Vishlavath Saraswathi, Ankush D. Jamthikar, Deep Gupta
CNN and RF Based Classification of Brain Tumors in MR Neurological Images. CVIP (1) (2019)
Elisa Cuadrado Godia, Ankush D. Jamthikar, Deep Gupta, Narendra N. Khanna, Tadashi Araki, Md. Maniruzzaman, Luca Saba, Andrew Nicolaides, Aditya M. Sharma, Tomaz Omerzu, Harman S. Suri, Ajay Gupta, Sophie Mavrogeni, Monika Turk, John R. Laird, Athanasios Protogerou, Petros P. Sfikakis, George D. Kitas, Jasjit S. Suri
Ranking of stroke and cardiovascular risk factors for an optimal risk calculator design: Logistic regression approach. Comput. Biol. Medicine 108 (2019)
Narendra N. Khanna, Ankush D. Jamthikar, Deep Gupta, Tadashi Araki, Matteo Piga, Luca Saba, Carlo Carcassi, Andrew Nicolaides, John R. Laird, Harman S. Suri, Ajay Gupta, Sophie Mavrogeni, Athanasios Protogerou, Petros P. Sfikakis, George D. Kitas, Jasjit S. Suri
Effect of carotid image-based phenotypes on cardiovascular risk calculator: AECRS1.0. Medical Biol. Eng. Comput. 57 (7) (2019)
Narendra N. Khanna, Ankush D. Jamthikar, Deep Gupta, Andrew Nicolaides, Tadashi Araki, Luca Saba, Elisa Cuadrado Godia, Aditya M. Sharma, Tomaz Omerzu, Harman S. Suri, Ajay Gupta, Sophie Mavrogeni, Monika Turk, John R. Laird, Athanasios Protogerou, Petros P. Sfikakis, George D. Kitas, Vijay Viswanathan, Jasjit S. Suri
Performance evaluation of 10-year ultrasound image-based stroke/cardiovascular (CV) risk calculator by comparing against ten conventional CV risk calculators: A diabetic study. Comput. Biol. Medicine 105 (2019)
Siva Mouni Nemalidinne, Anem Pravallika Sindhu, Deep Gupta
Nonsubsampled Contourlet Domain Fusion Approach for Infrared and Visible Fire Images. TENCON (2018)
Sneha Singh, Radhey Shyam Anand, Deep Gupta
CT and MR image information fusion scheme using a cascaded framework in ripplet and NSST domain. IET Image Process. 12 (5) (2018)
Deep Gupta, R. S. Anand
A hybrid edge-based segmentation approach for ultrasound medical images. Biomed. Signal Process. Control. 31 (2017)
Deep Gupta, R. S. Anand, Barjeev Tyagi
Speckle filtering of ultrasound images using a modified non-linear diffusion model in non-subsampled shearlet domain. IET Image Process. 9 (2) (2015)
Deep Gupta, R. S. Anand, Barjeev Tyagi
Despeckling of ultrasound medical images using ripplet domain nonlinear filtering. Signal Image Video Process. 9 (5) (2015)
Deep Gupta, R. S. Anand, Barjeev Tyagi
A hybrid segmentation method based on Gaussian kernel fuzzy clustering and region based active contour model for ultrasound medical images. Biomed. Signal Process. Control. 16 (2015)
Sneha Singh, Deep Gupta, R. S. Anand, Vinod Kumar
Nonsubsampled shearlet based CT and MR medical image fusion using biologically inspired spiking neural network. Biomed. Signal Process. Control. 18 (2015)
Deep Gupta, R. S. Anand, Barjeev Tyagi
Ripplet domain non-linear filtering for speckle reduction in ultrasound medical images. Biomed. Signal Process. Control. 10 (2014)
Deep Gupta, R. S. Anand, Barjeev Tyagi
Despeckling of ultrasound medical images using nonlinear adaptive anisotropic diffusion in nonsubsampled shearlet domain. Biomed. Signal Process. Control. 14 (2014)
Deep Gupta, Radhey Shyam Anand, Barjeev Tyagi
Edge preserved enhancement of medical images using adaptive fusion-based denoising by shearlet transform and total variation algorithm. J. Electronic Imaging 22 (4) (2013)
Deep Gupta, R. S. Anand, Barjeev Tyagi
Enhancement of Medical Ultrasound Images Using Multiscale Discrete Shearlet Transform Based Thresholding. ISED (2012)