V. Sowmya

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Multimodal Data

Weighted Average

Tropical Cyclone

Top Venues

Eng. Appl. Artif. Intell.

Publications

Iswarya Kannoth Veetil, Divi Eswar Chowdary, Paleti Nikhil Chowdary, V. Sowmya, E. A. Gopalakrishnan
An analysis of data leakage and generalizability in MRI based classification of Parkinson's Disease using explainable 2D Convolutional Neural Networks. Digit. Signal Process. 147 (2024)
Jayanth M, Arrun Sivasubramanian, V. Sowmya, Vinayakumar Ravi
Enhancing Skin Disease Classification Leveraging Transformer-based Deep Learning Architectures and Explainable AI. CoRR (2024)
K. Deepa Raj, G. Jyothish Lal, E. A. Gopalakrishnan, V. Sowmya, Juan Rafael Orozco-Arroyave
A Visibility Graph Approach for Multi-Stage Classification of Parkinson's Disease Using Multimodal Data. IEEE Access 12 (2024)
V. V. Sajith Variyar, V. Sowmya, Ramesh Sivanpillai, Gregory K. Brown
A multi-branch dual attention segmentation network for epiphyte drone images. Image Vis. Comput. 148 (2024)
Iswarya Kannoth Veetil, V. Sowmya, Juan Rafael Orozco-Arroyave, E. A. Gopalakrishnan
Robust language independent voice data driven Parkinson's disease detection. Eng. Appl. Artif. Intell. 129 (2024)
Mredulraj S. Pandianchery, V. Sowmya, E. A. Gopalakrishnan, Vinayakumar Ravi, K. P. Soman
Centralized CNN-GRU Model by Federated Learning for COVID-19 Prediction in India. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Srividhya L, V. Sowmya, Vinaykumar Ravi, Gopalakrishnan E. A, Soman K. P
Deep learning-based approach for multi-stage diagnosis of Alzheimer's disease. Multim. Tools Appl. 83 (6) (2024)
CR Asswin, J. Arun Prakash, K. S. Dharshan Kumar, Avinash Dora, V. Sowmya, Meshari Almeshari, Yasser Alzamil
Weighted Average Ensemble Approach for Pediatric Pneumonia Diagnosis Using Channel Attention Deep CNN Architectures. MIKE (2023)
Paleti Nikhil Chowdary, Sathvika P, Pranav U, Rohan S, V. Sowmya, E. A. Gopalakrishnan, Dhanya M
Unleashing the Power of Dynamic Mode Decomposition and Deep Learning for Rainfall Prediction in North-East India. CoRR (2023)
J. Arun Prakash, CR Asswin, K. S. Dharshan Kumar, Avinash Dora, Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, Soman K. P.
Transfer learning approach for pediatric pneumonia diagnosis using channel attention deep CNN architectures. Eng. Appl. Artif. Intell. 123 (Part B) (2023)
Ganeshkumar M., Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman, M. Rupeshkumar
Two-stage deep learning model for automate detection and classification of lung diseases. Soft Comput. 27 (21) (2023)
Ganeshkumar M., Vinayakumar Ravi, V. Sowmya, Gopalakrishnan E. A, Soman K. P
Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram. IEEE Trans. Engineering Management 70 (8) (2023)
R. Sai Kesav, M. Bhanu Prakash, Krishanth Kumar, V. Sowmya, K. P. Soman
Performance Improvement in Deep Learning Architecture for Phonocardiogram Signal Classification Using Spectrogram. ICACDS (1) (2021)
N. S. Kamal, Barathi Ganesh H. B., V. V. Sajith Variyar, V. Sowmya, K. P. Soman
Geometry-Based Machining Feature Retrieval with Inductive Transfer Learning. FICTA (1) (2021)