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Publications
Geometrical Feature Extraction of CAD Models with Fully Convolutional Networks

Citation : Jain, Gokul S., H. B. Ganesh, N. S. Kamal, V. V. Variyar, V. Sowmya, and K. P. Soman. "Geometrical F ...

Publisher :Springer

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

Citation : Madan, Yamini, Iswarya Kannoth Veetil, Gopalakrishnan EA, and Soman KP. "Synthetic Data Augmentation ...

Publisher :Springer

Publications
Geometry-Based Machining Feature Retrieval with Inductive Transfer Learning

Citation : Kamal, N. S., H. B. Barathi Ganesh, V. V. Sajith Variyar, V. Sowmya, and K. P. Soman. "Geometry-Base ...

Publisher :In Intelligent Data Engineering and Analytics

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

Citation : Kumar, Krishanth, V. Sowmya, E. A. Gopalakrishnan, and K. P. Soman. "Classification of Class-Imbalan ...

Publisher :Springer

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

Citation : Madan, Yamini, Iswarya Kannoth Veetil, V. Sowmya, E. A. Gopalakrishnan, and K. P. Soman. "Deep Learn ...

Publisher :Springer

Publications
Unsupervised deep learning-based disease diagnosis using medical images

Citation : Ganeshkumar, M., V. Sowmya, E. A. Gopalakrishnan, and K. P. Soman. "Unsupervised deep learning-based ...

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

Citation : Bhanu Prakash, M., K. Sanjana, B. Ganga Gowri, V. Sowmya, E. A. Gopalakrishnan, and K. P. Soman. "De ...

Publisher :Springer

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

Citation : Sudharsan, Deepthi, S. Isha Indhu, Kavya S. Kumar, Lakshaya Karthikeyan, L. Srividhya, V. Sowmya, E. ...

Publisher :In Artificial Intelligence on Medical Data

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

Citation : Ramakrishnan, Rohith, Anirudh Vadakedath, Aakash Jignesh Modi, V. V. Sajith Variyar, V. Sowmya, E. A ...

Publisher :Artificial Intelligence on Medical Data

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

Citation : Ganesh Kumar, M., Vinayakumar Ravi, V. Sowmya, and Chinmay Chakraborty. "Identification of intracran ...

Publisher :Multimedia Tools and Applications 

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

Citation : Yadav, Pooja, Neeraj Menon, Vinayakumar Ravi, Sowmya Vishvanathan, and Tuan D. Pham. "A two‐stage ...

Publisher :Computational Intelligence 

Publications
EfficientNet convolutional neural networks-based Android malware detection

Citation : Yadav, Pooja, Neeraj Menon, Vinayakumar Ravi, Sowmya Vishvanathan, and Tuan D. Pham. "EfficientNet c ...

Publisher :Computers & Security 115

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