Deep learning on 1-D biosignals: a taxonomy-based survey N Ganapathy, R Swaminathan, TM Deserno Yearbook of medical informatics 27 (01), 098-109, 2018 | 107 | 2018 |
Continuous monitoring of vital signs using cameras: A systematic review V Selvaraju, N Spicher, J Wang, N Ganapathy, JM Warnecke, ... Sensors 22 (11), 4097, 2022 | 86 | 2022 |
Convolutional neural network based emotion classification using electrodermal activity signals and time-frequency features N Ganapathy, YR Veeranki, R Swaminathan Expert Systems with Applications 159, 113571, 2020 | 85 | 2020 |
Emotion recognition using electrodermal activity signals and multiscale deep convolutional neural network N Ganapathy, YR Veeranki, H Kumar, R Swaminathan Journal of Medical Systems 45 (4), 49, 2021 | 49 | 2021 |
Automatic detection of atrial fibrillation in ECG using co-occurrence patterns of dynamic symbol assignment and machine learning N Ganapathy, D Baumgärtel, TM Deserno Sensors 21 (10), 3542, 2021 | 24 | 2021 |
Electrodermal activity based emotion recognition using time-frequency methods and machine learning algorithms Y Rao Veeranki, N Ganapathy, R Swaminathan Current Directions in Biomedical Engineering 7 (2), 863-866, 2021 | 23 | 2021 |
Adaptive learning and cross training improves R-wave detection in ECG N Ganapathy, R Swaminathan, TM Deserno Computer Methods and Programs in Biomedicine 200, 105931, 2021 | 20 | 2021 |
A systematic review of sensing and differentiating dichotomous emotional states using audio-visual stimuli YR Veeranki, H Kumar, N Ganapathy, B Natarajan, R Swaminathan IEEE Access 9, 124434-124451, 2021 | 17 | 2021 |
A comparative analysis of eda decomposition methods for improved emotion recognition PS Kumar, PK GOVARTHAN, N GANAPATHY, JACFA RONICKOM Journal of Mechanics in Medicine and Biology 23 (06), 2340043, 2023 | 14 | 2023 |
FAIR4Health: findable, accessible, interoperable and reusable data to foster health research C Alvarez-Romero, A Martínez-García, AA Sinaci, M Gencturk, E Méndez, ... Open Research Europe 2, 34, 2022 | 14 | 2022 |
Electrodermal activity-based analysis of emotion recognition using temporal-morphological features and machine learning algorithms P Sriram Kumar, PK Govarthan, N Ganapathy, JFA Ronickom Journal of Mechanics in Medicine and Biology 23 (06), 2340044, 2023 | 13 | 2023 |
Printed and flexible ECG electrodes attached to the steering wheel for continuous health monitoring during driving JM Warnecke, N Ganapathy, E Koch, A Dietzel, M Flormann, R Henze, ... Sensors 22 (11), 4198, 2022 | 13 | 2022 |
Analysis of fluctuation patterns in emotional states using electrodermal activity signals and improved symbolic aggregate approximation YR Veeranki, N Ganapathy, R Swaminathan Fluctuation and Noise Letters 21 (02), 2250013, 2022 | 13 | 2022 |
Emotion recognition using electrodermal activity signals and multiscale deep convolution neural network N Ganapathy, R Swaminathan ICT for Health Science Research, 140-140, 2019 | 12 | 2019 |
Extreme gradient boosting based improved classification of blood-brain-barrier drugs M Subha Ramakrishnan, N Ganapathy Challenges of Trustable AI and Added-Value on Health, 872-873, 2022 | 11 | 2022 |
Binary grey wolf optimizer based feature selection for nucleolar and centromere staining pattern classification in indirect immunofluorescence images K Devanathan, N Ganapathy, R Swaminathan 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 11 | 2019 |
Comparison of electrodermal activity signal decomposition techniques for emotion recognition YR Veeranki, N Ganapathy, R Swaminathan, HF Posada-Quintero IEEE Access 12, 19952-19966, 2024 | 9 | 2024 |
Non-parametric classifiers based emotion classification using electrodermal activity and modified Hjorth features YR Veeranki, N Ganapathy, R Swaminathan Public Health and Informatics, 163-167, 2021 | 9 | 2021 |
EEG based emotion recognition using entropy features and Bayesian optimized random forest H Kumar, N Ganapathy, SD Puthankattil, R Swaminathan Current Directions in Biomedical Engineering 7 (2), 767-770, 2021 | 8 | 2021 |
Human activity recognition from textile electrocardiograms A Klingenberg, V Purrucker, W Schüler, N Ganapathy, N Spicher, ... 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 7 | 2022 |