Tripti Goel

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 36

Top Topics

Convolutional Neural Network

Disease Diagnosis

Top Venues

Appl. Soft Comput.

J. Ambient Intell. Humaniz. Comput.

Publications

Sonal Yadav, Soham Mandal, R. Murugan, Tripti Goel, Tanveer Ahmed
Segmentation and visualization of Retinal Detachment lesions through Retinal fundus images. Biomed. Signal Process. Control. 96 (2024)
Chandrajit Choudhury, Tripti Goel, M. Tanveer
A coupled-GAN architecture to fuse MRI and PET image features for multi-stage classification of Alzheimer's disease. Inf. Fusion 109 (2024)
Tripti Goel, R. Murugan, Seyedali Mirjalili, Deba Kumar Chakrabartty
Automatic Screening of COVID-19 Using an Optimized Generative Adversarial Network. Cogn. Comput. 16 (4) (2024)
D. N. Kiran Pandiri, R. Murugan, Tripti Goel
Smart soil image classification system using lightweight convolutional neural network. Expert Syst. Appl. 238 (Part E) (2024)
S. A VaraPrasad, Tripti Goel, Muhammad Tanveer, R. Murugan
An effective diagnosis of schizophrenia using kernel ridge regression-based optimized RVFL classifier. Appl. Soft Comput. 157 (2024)
Raveendra Pilli, Tripti Goel, R. Murugan, Muhammad Tanveer, Ponnuthurai N. Suganthan
Kernel-Ridge-Regression-Based Randomized Network for Brain Age Classification and Estimation. IEEE Trans. Cogn. Dev. Syst. 16 (4) (2024)
P. Supriya Patro, Tripti Goel, S. A VaraPrasad, Muhammad Tanveer, R. Murugan
Lightweight 3D Convolutional Neural Network for Schizophrenia Diagnosis Using MRI Images and Ensemble Bagging Classifier. Cogn. Comput. 16 (4) (2024)
Sonal Yadav, R. Murugan, Tripti Goel
Opti-EN-net: Optimized ensemble deep neural network for the classification of Retinal Detachment through fundus images. Biomed. Signal Process. Control. 91 (2024)
Shradha Verma, Tripti Goel, M. Tanveer
Quantitative Susceptibility Mapping in Cognitive Decline: A Review of Technical Aspects and Applications. Cogn. Comput. 16 (4) (2024)
S. Dhanunjay Reddy, R. Murugan, Arnab Nandi, Tripti Goel
Classification of arrhythmia disease through electrocardiogram signals using sampling vector random forest classifier. Multim. Tools Appl. 82 (17) (2023)
N. Jagan Mohan, R. Murugan, Tripti Goel, Parthapratim Roy
DRFL: Federated Learning in Diabetic Retinopathy Grading Using Fundus Images. IEEE Trans. Parallel Distributed Syst. 34 (6) (2023)
Rahul Sharma, Tripti Goel, Muhammad Tanveer, Chin-Teng Lin, R. Murugan
Deep-Learning-Based Diagnosis and Prognosis of Alzheimer's Disease: A Comprehensive Review. IEEE Trans. Cogn. Dev. Syst. 15 (3) (2023)
Shradha Verma, Tripti Goel, M. Tanveer, Weiping Ding, Rahul Sharma, R. Murugan
Machine learning techniques for the Schizophrenia diagnosis: A comprehensive review and future research directions. CoRR (2023)
Raveendra Pilli, Tripti Goel, R. Murugan, M. Tanveer
Association of white matter volume with brain age classification using deep learning network and region wise analysis. Eng. Appl. Artif. Intell. 125 (2023)
N. Jagan Mohan, R. Murugan, Tripti Goel, Muhammad Tanveer, Parthapratim Roy
An efficient microaneurysms detection approach in retinal fundus images. Int. J. Mach. Learn. Cybern. 14 (4) (2023)
Rahul Sharma, Tripti Goel, Muhammad Tanveer, Ponnuthurai N. Suganthan, Imran Razzak, R. Murugan
Conv-eRVFL: Convolutional Neural Network Based Ensemble RVFL Classifier for Alzheimer's Disease Diagnosis. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Muhammad Tanveer, Shradha Verma, Rahul Sharma, Tripti Goel, Ponnuthurai N. Suganthan
Weighted Kernel Ridge Regression based Randomized Network for Alzheimer's Disease Diagnosis using Susceptibility Weighted Images. IJCNN (2023)
Muhammad Tanveer, M. A. Ganaie, Iman Beheshti, Tripti Goel, Nehal Ahmad, Kuan-Ting Lai, Kaizhu Huang, Yu-Dong Zhang, Javier Del Ser, Chin-Teng Lin
Deep learning for brain age estimation: A systematic review. Inf. Fusion 96 (2023)
Murapaka Dhanalakshmi Bhavani, R. Murugan, Tripti Goel
An efficient dehazing method of single image using multi-scale fusion technique. J. Ambient Intell. Humaniz. Comput. 14 (7) (2023)
Shradha Verma, Tripti Goel, Muhammad Tanveer, Weiping Ding, Rahul Sharma, R. Murugan
Machine learning techniques for the Schizophrenia diagnosis: a comprehensive review and future research directions. J. Ambient Intell. Humaniz. Comput. 14 (5) (2023)
Rahul Sharma, Tripti Goel, Muhammad Tanveer, R. Murugan
FDN-ADNet: Fuzzy LS-TWSVM based deep learning network for prognosis of the Alzheimer's disease using the sagittal plane of MRI scans. Appl. Soft Comput. 115 (2022)
M. Tanveer, M. A. Ganaie, Iman Beheshti, Tripti Goel, Nehal Ahmad, Kuan-Ting Lai, Kaizhu Huang, Yu-Dong Zhang, Javier Del Ser, Chin-Teng Lin
Deep Learning for Brain Age Estimation: A Systematic Review. CoRR (2022)
Shradha Verma, Tripti Goel, M. Tanveer
Quantitative Susceptibility Mapping in Cognitive Decline: A Review of Technical Aspects and Applications. CoRR (2022)
P. Supriya Patro, Tripti Goel, S. A VaraPrasad, M. Tanveer, R. Murugan
Lightweight 3D Convolutional Neural Network for Schizophrenia diagnosis using MRI Images and Ensemble Bagging Classifier. CoRR (2022)
Tripti Goel, R. Murugan, Seyedali Mirjalili, Deba Kumar Chakrabartty
Multi-COVID-Net: Multi-objective optimized network for COVID-19 diagnosis from chest X-ray images. Appl. Soft Comput. 115 (2022)
Murapaka Dhanalakshmi Bhavani, R. Murugan, Tripti Goel
Robust U-Net: Development of robust image enhancement model using modified U-Net architecture. Concurr. Comput. Pract. Exp. 34 (28) (2022)
Krishanu Maji, Rahul Sharma, Shradha Verma, Tripti Goel
RVFL Classifier Based Ensemble Deep Learning for Early Diagnosis of Alzheimer's Disease. ICONIP (3) (2022)
Shubham Dwivedi, Tripti Goel, Muhammad Tanveer, R. Murugan, Rahul Sharma
Multimodal Fusion-Based Deep Learning Network for Effective Diagnosis of Alzheimer's Disease. IEEE Multim. 29 (2) (2022)
N. Jagan Mohan, R. Murugan, Tripti Goel, Parthapratim Roy
Fast and Robust Exudate Detection in Retinal Fundus Images Using Extreme Learning Machine Autoencoders and Modified KAZE Features. J. Digit. Imaging 35 (3) (2022)
Rahul Sharma, Tripti Goel, Muhammad Tanveer, Shubham Dwivedi, R. Murugan
FAF-DRVFL: Fuzzy activation function based deep random vector functional links network for early diagnosis of Alzheimer disease. Appl. Soft Comput. 106 (2021)
R. Murugan, Tripti Goel
E-DiCoNet: Extreme learning machine based classifier for diagnosis of COVID-19 using deep convolutional network. J. Ambient Intell. Humaniz. Comput. 12 (9) (2021)
Tripti Goel, R. Murugan, Seyedali Mirjalili, Deba Kumar Chakrabartty
OptCoNet: an optimized convolutional neural network for an automatic diagnosis of COVID-19. Appl. Intell. 51 (3) (2021)
Tripti Goel, R. Murugan
Classifier for Face Recognition Based on Deep Convolutional - Optimized Kernel Extreme Learning Machine. Comput. Electr. Eng. 85 (2020)
N. Jagan Mohan, R. Murugan, Tripti Goel, Parthapratim Roy
An Improved Accuracy Rate in Microaneurysms Detection in Retinal Fundus Images Using Non-local Mean Filter. MIND (1) (2020)
Virendra P. Vishwakarma, Tripti Goel
An efficient hybrid DWT-fuzzy filter in DCT domain based illumination normalization for face recognition. Multim. Tools Appl. 78 (11) (2019)
Tripti Goel, Vijay Nehra, Virendra P. Vishwakarma
An efficient classification based on genetically optimised hybrid PCA-Kernel ELM learning. Int. J. Appl. Pattern Recognit. 3 (3) (2016)
Tripti Goel, Vijay Nehra, Virendra P. Vishwakarma
Illumination normalization using down-scaling of low-frequency DCT coefficients in DWT domain for face recognition. IC3 (2013)