Követés
NAGARAJAN GANAPATHY
NAGARAJAN GANAPATHY
PLRI Institute for Medical Informatics TU Braunschweig
E-mail megerősítve itt: plri.de
Cím
Hivatkozott rá
Hivatkozott rá
Év
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
1072018
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
862022
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
852020
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
492021
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
242021
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
232021
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
202021
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
172021
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
142023
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
142022
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
132023
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
132022
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
132022
Emotion recognition using electrodermal activity signals and multiscale deep convolution neural network
N Ganapathy, R Swaminathan
ICT for Health Science Research, 140-140, 2019
122019
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
112022
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
112019
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
92024
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
92021
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
82021
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
72022
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