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Publications
Epiphyte Segmentation using DRU-Net

Authors : Menon, Anjana K, V. V. Sajith Variyar, Ramesh Sivanpillai, V. Sowmya, Gregory K. Brown, K. P. Soman

Publisher : Springer

Publications
Geometrical Feature Extraction of CAD Models with Fully Convolutional Networks

Authors : Jain, Gokul S, H. B. Ganesh, N. S. Kamal, V. V. Variyar, V. Sowmya, K. P. Soman

Publisher : Springer

Publications
Synthetic Data Augmentation of MRI using Generative Variational Autoencoder for Parkinson’s Disease Detection

Authors : Madan, Yamini, Iswarya Kannoth Veetil, Gopalakrishnan EA, Soman KP

Publisher : Springer

Publications
Geometry-Based Machining Feature Retrieval with Inductive Transfer Learning

Authors : Kamal, N. S, H. B. Barathi Ganesh, V. V. Sajith Variyar, V. Sowmya, K. P. Soman

Publisher : In Intelligent Data Engineering and Analytics

Publications
Classification of Class-Imbalanced Diabetic Retinopathy Images Using the Synthetic Data Creation by Generative Models

Authors : Kumar, Krishanth, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman

Publisher : Springer

Publications
Deep Learning-Based Approach for Parkinson’s Disease Detection Using Region of Interest

Authors : Madan, Yamini, Iswarya Kannoth Veetil, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman

Publisher : Springer

Publications
Unsupervised deep learning-based disease diagnosis using medical images

Authors : Ganeshkumar, M, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman

Publications
Detection of Cardiac Disease with Less Number of Electrocardiogram Sensor Samples Using Chebyshev

Authors : Bhanu Prakash, M, K. Sanjana, B. Ganga Gowri, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman

Publisher : Springer

Publications
Analysis of Machine Learning and Deep Learning Algorithms for Detection of Brain Disorders Using MRI Data

Authors : Sudharsan, Deepthi, S. Isha Indhu, Kavya S. Kumar, Lakshaya Karthikeyan, L. Srividhya, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman

Publisher : In Artificial Intelligence on Medical Data

Publications
CT Image Enhancement Using Variational Mode Decomposition for AI-Enabled COVID Classification

Authors : Ramakrishnan, Rohith, Anirudh Vadakedath, Aakash Jignesh Modi, V. V. Sajith Variyar, V. Sowmya, E. A. Gopalakrishnan, K. P. Soman

Publisher : Artificial Intelligence on Medical Data

Publications
Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN

Authors : Ganesh Kumar, M, Vinayakumar Ravi, V. Sowmya, Chinmay Chakraborty

Publisher : Multimedia Tools and Applications 

Publications
A two‐stage deep learning framework for image‐based android malware detection and variant classification

Authors : Yadav, Pooja, Neeraj Menon, Vinayakumar Ravi, Sowmya Vishvanathan, Tuan D. Pham

Publisher : Computational Intelligence 

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