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NAGARAJAN GANAPATHY
NAGARAJAN GANAPATHY
PLRI Institute for Medical Informatics TU Braunschweig
在 plri.de 的电子邮件经过验证
标题
引用次数
引用次数
年份
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
1082018
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
782020
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
742022
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
402021
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
192021
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
192021
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
162021
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, 2022
152022
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
152021
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
112022
Emotion recognition using electrodermal activity signals and multiscale deep convolution neural network
N Ganapathy, R Swaminathan
ICT for Health Science Research, 140-140, 2019
112019
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
102023
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
102019
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
92023
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
92022
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
92022
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
Classification of alzheimer condition using MR brain images and inception-residual network model
S Shaji, N Ganapathy, R Swaminathan
Current Directions in Biomedical Engineering 7 (2), 763-766, 2021
62021
Comparison of Electrodermal Activity Signal Decomposition Techniques for Emotion Recognition
YR Veeranki, N Ganapathy, R Swaminathan, HFP Quintero
IEEE Access, 2024
52024
Deep learning framework for categorical emotional states assessment using electrodermal activity signals
PK Govarthan, N Ganapathy, A Ronickom, J Fredo
Healthcare Transformation with Informatics and Artificial Intelligence, 40-43, 2023
52023
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