Nagarajan Ganapathy

According to our database, Nagarajan Ganapathy authored at least 26 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Comparison of Electrodermal Activity Signal Decomposition Techniques for Emotion Recognition.

Yedukondala Rao Veeranki, Nagarajan Ganapathy, Ramakrishnan Swaminathan, Hugo F. Posada-Quintero

IEEE Access, 2024

2023

Comparative Analysis of Electrodermal Activity Decomposition Methods in Emotion Detection Using Machine Learning.

Sriram Kumar P, Praveen Kumar Govarthan, Nagarajan Ganapathy, Jac Fredo Agastinose Ronickom

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Automated Emotion Recognition System Using Blood Volume Pulse and XGBoost Learning.

Lokesh Naidu Lebaka, Praveen Kumar Sriram Kumar Pa Govarthan, Priya Rani, Nagarajan Ganapathy, Jac Fredo Agastinose Ronickom

Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

Identifying the Optimal Location of Facial EMG for Emotion Detection Using Logistic Regression.

Praveen Kumar Sriram Kumar Pa Govarthan, Swarubini PJ, Mythili Aasaithambi, Nagarajan Ganapathy, Karthik Pa, Deepesh Kumar, Jac Fredo Agastinose Ronickom

Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

Assessment of Driver's Stress using Multimodal Biosignals and Regularized Deep Kernel Learning.

Vishal Singh Roha, Nagarajan Ganapathy, Nicolai Spicher, Sriparna Saha, Thomas M. Deserno

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Printed and Flexible ECG Electrodes Attached to the Steering Wheel for Continuous Health Monitoring during Driving.

Joana M. Warnecke, Nagarajan Ganapathy, Eugen Koch, Andreas Dietzel, Maximilian Flormann, Roman Henze, Thomas M. Deserno

Sensors, 2022

Continuous Monitoring of Vital Signs Using Cameras: A Systematic Review.

Vinothini Selvaraju, Nicolai Spicher, Ju Wang, Nagarajan Ganapathy, Joana M. Warnecke, Steffen Leonhardt, Ramakrishnan Swaminathan, Thomas M. Deserno

Sensors, 2022

Classification of Dichotomous Emotional States Using Electrodermal Activity Signals and Multispectral Analysis.

Yedukondala Rao Veeranki, Nagarajan Ganapathy, Ramakrishnan Swaminathan

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Extreme Gradient Boosting Based Improved Classification of Blood-Brain-Barrier Drugs.

Manuskandan Subha Ramakrishnan, Nagarajan Ganapathy

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Classification of Emotional States Using EEG Signals and Wavelet Packet Transform Features.

Himanshu Kumar, Nagarajan Ganapathy, Subha D. Puthankattil, Ramakrishnan Swaminathan

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Automated Segmentation of Lateral Ventricles in Alzheimer's Conditions Using UNET++ Model.

Shabina Shaikh, Nagarajan Ganapathy, Ramakrishnan Swaminathan

Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

Phenotypes based Classification of Blood-Brain-Barrier Drugs using Feature Selection Methods and Extreme Gradient Boosting.

Manuskendan Subha Ramakrishnan, Nagarajan Ganapathy

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Assessment of emotional states in EEG signals using multi-frequency power spectrum and functional connectivity patterns.

Himanshu Kumar, Nagarajan Ganapathy, Subha D. Puthankattil, Ramakrishnan Swaminathan

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Human activity recognition from textile electrocardiograms.

Arne Klingenberg, Valentin Purrucker, Willi Schüler, Nagarajan Ganapathy, Nicolai Spicher, Thomas M. Deserno

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Automatic Detection of Atrial Fibrillation in ECG Using Co-Occurrence Patterns of Dynamic Symbol Assignment and Machine Learning.

Nagarajan Ganapathy, Diana Baumgärtel, Thomas M. Deserno

Sensors, 2021

A data driven learning approach for the assessment of data quality.

Erik Tute, Nagarajan Ganapathy, Antje Wulff

BMC Medical Informatics Decis. Mak., 2021

Emotion Recognition Using Electrodermal Activity Signals and Multiscale Deep Convolutional Neural Network.

Nagarajan Ganapathy, Yedukondala Rao Veeranki, Himanshu Kumar, Ramakrishnan Swaminathan

J. Medical Syst., 2021

Adaptive learning and cross training improves R-wave detection in ECG.

Nagarajan Ganapathy, Ramakrishnan Swaminathan, Thomas M. Deserno

Comput. Methods Programs Biomed., 2021

A Systematic Review of Sensing and Differentiating Dichotomous Emotional States Using Audio-Visual Stimuli.

Yedukondala Rao Veeranki, Himanshu Kumar, Nagarajan Ganapathy, Balasubramaniam Natarajan, Ramakrishnan Swaminathan

IEEE Access, 2021

Non-Parametric Classifiers Based Emotion Classification Using Electrodermal Activity and Modified Hjorth Features.

Yedukondala Rao Veeranki, Nagarajan Ganapathy, Ramakrishnan Swaminathan

Proceedings of the Public Health and Informatics, 2021

Differentiation of Alzheimer Conditions in MR Brain Images Using a Single Inception Module Network.

Sreelakshmi Shaji, Nagarajan Ganapathy, Ramakrishnan Swaminathan

Proceedings of the Public Health and Informatics, 2021

Emotion Recognition in EEG Signals Using Decision Fusion Based Electrode Selection.

Himanshu Kumar, Nagarajan Ganapathy, Subha D. Puthankattil, Ramakrishnan Swaminathan

Proceedings of the Public Health and Informatics, 2021

2020

Convolutional neural network based emotion classification using electrodermal activity signals and time-frequency features.

Nagarajan Ganapathy, Yedukondala Rao Veeranki, Ramakrishnan Swaminathan

Expert Syst. Appl., 2020

Emotion Analysis Using Electrodermal Signals and Spiking Deep Belief Network.

Nagarajan Ganapathy, Ramakrishnan Swaminathan

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

2019

Binary Grey Wolf Optimizer based Feature Selection for Nucleolar and Centromere Staining Pattern Classification in Indirect Immunofluorescence Images.

Kanchana Devanathan, Nagarajan Ganapathy, Ramakrishnan Swaminathan

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Emotion Recognition Using Electrodermal Activity Signals and Multiscale Deep Convolution Neural Network.

Nagarajan Ganapathy, Ramakrishnan Swaminathan

Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019