Vimal K. Shrivastava

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 18

Top Topics

Convolutional Neural Network

Machine Learning

Coronary Artery

Remote Sensing Images

Top Venues

Comput. Methods Programs Biomed.

Comput. Biol. Medicine

IET Image Process.

Intell. Decis. Technol.

Publications

Dawit Kiros Redie, Abdulhakim Edao Sirko, Tensaie Melkamu Demissie, Semagn Sisay Teferi, Vimal K. Shrivastava, Om Prakash Verma, Tarun Kumar Sharma
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet model. Evol. Intell. 16 (3) (2023)
Gayatri Pattnaik, Vimal K. Shrivastava, K. Parvathi
Improved performance on tomato pest classification via transfer learning-based deep convolutional neural network with regularisation techniques. Int. J. Comput. Sci. Eng. 26 (4) (2023)
Ayan Mondal, Vimal K. Shrivastava
A fine tuning approach using modified DenseNet model for skin cancer classification. Int. J. Medical Eng. Informatics 15 (4) (2023)
Vimal K. Shrivastava, Monoj K. Pradhan
Diagnosis of COVID-19 based on chest X-ray images using pre-trained deep convolutional neural networks. Intell. Decis. Technol. 16 (1) (2022)
Ayan Mondal, Vimal K. Shrivastava
A novel Parametric Flatten-p Mish activation function based deep CNN model for brain tumor classification. Comput. Biol. Medicine 150 (2022)
Gayatri Pattnaik, Vimal K. Shrivastava, K. Parvathi
Tomato pest classification using deep convolutional neural network with transfer learning, fine tuning and scratch learning. Intell. Decis. Technol. 15 (3) (2021)
Gayatri Pattnaik, Vimal K. Shrivastava, K. Parvathi
Transfer Learning-Based Framework for Classification of Pest in Tomato Plants. Appl. Artif. Intell. 34 (13) (2020)
Somenath Bera, Vimal K. Shrivastava
Effect of pooling strategy on convolutional neural network for classification of hyperspectral remote sensing images. IET Image Process. 14 (3) (2020)
Manoranjan Dash, Narendra D. Londhe, Subhojit Ghosh, Vimal K. Shrivastava, Rajendra S. Sonawane
Swarm intelligence based clustering technique for automated lesion detection and diagnosis of psoriasis. Comput. Biol. Chem. 86 (2020)
Monoj K. Pradhan, Sonajharia Minz, Vimal K. Shrivastava
Fast active learning for hyperspectral image classification using extreme learning machine. IET Image Process. 13 (4) (2019)
Monoj K. Pradhan, Sonajharia Minz, Vimal K. Shrivastava
Fisher discriminant ratio based multiview active learning for the classification of remote sensing images. RAIT (2018)
Tadashi Araki, Pankaj K. Jain, Harman S. Suri, Narendra D. Londhe, Nobutaka Ikeda, Ayman El-Baz, Vimal K. Shrivastava, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Ajay Gupta, Jasjit S. Suri
Stroke Risk Stratification and its Validation using Ultrasonic Echolucent Carotid Wall Plaque Morphology: A Machine Learning Paradigm. Comput. Biol. Medicine 80 (2017)
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
A novel and robust Bayesian approach for segmentation of psoriasis lesions and its risk stratification. Comput. Methods Programs Biomed. 150 (2017)
Tadashi Araki, Nobutaka Ikeda, Devarshi Shukla, Pankaj K. Jain, Narendra D. Londhe, Vimal K. Shrivastava, Sumit K. Banchhor, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri
PCA-based polling strategy in machine learning framework for coronary artery disease risk assessment in intravascular ultrasound: A link between carotid and coronary grayscale plaque morphology. Comput. Methods Programs Biomed. 128 (2016)
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
Reliability analysis of psoriasis decision support system in principal component analysis framework. Data Knowl. Eng. 106 (2016)
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
A novel approach to multiclass psoriasis disease risk stratification: Machine learning paradigm. Biomed. Signal Process. Control. 28 (2016)
Tadashi Araki, Nobutaka Ikeda, Devarshi Shukla, Narendra D. Londhe, Vimal K. Shrivastava, Sumit K. Banchhor, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri
A new method for IVUS-based coronary artery disease risk stratification: A link between coronary & carotid ultrasound plaque burdens. Comput. Methods Programs Biomed. 124 (2016)
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
Computer-aided diagnosis of psoriasis skin images with HOS, texture and color features: A first comparative study of its kind. Comput. Methods Programs Biomed. 126 (2016)
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
First review on psoriasis severity risk stratification: An engineering perspective. Comput. Biol. Medicine 63 (2015)
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
Exploring the color feature power for psoriasis risk stratification and classification: A data mining paradigm. Comput. Biol. Medicine 65 (2015)
Vimal K. Shrivastava, Narendra D. Londhe, Rajendra S. Sonawane, Jasjit S. Suri
Reliable and accurate psoriasis disease classification in dermatology images using comprehensive feature space in machine learning paradigm. Expert Syst. Appl. 42 (15-16) (2015)