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ORCIDShivarudhrappa Raghu
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2020 – today
- 2020
[j10]Shivarudhrappa Raghu, Natarajan Sriraam, Erik D. Gommer, Danny M. W. Hilkman, Yasin Temel, Shyam Vasudeva Rao, Pieter Leonard Kubben:
Adaptive median feature baseline correction for improving recognition of epileptic seizures in ICU EEG. Neurocomputing 407: 385-398 (2020)- [j9]Shivarudhrappa Raghu
, Natarajan Sriraam, Shyam Vasudeva Rao, Alangar Sathyaranjan Hegde, Pieter Leonard Kubben:
Automated detection of epileptic seizures using successive decomposition index and support vector machine classifier in long-term EEG. Neural Comput. Appl. 32(13): 8965-8984 (2020) - [j8]Shivarudhrappa Raghu, Natarajan Sriraam, Yasin Temel, Shyam Vasudeva Rao, Pieter Leonard Kubben:
EEG based multi-class seizure type classification using convolutional neural network and transfer learning. Neural Networks 124: 202-212 (2020)
2010 – 2019
- 2019
- [j7]Shivarudhrappa Raghu, Natarajan Sriraam, Yasin Temel, Shyam Vasudeva Rao, Alangar Satyaranjandas Hegde, Pieter Leonard Kubben:
Performance evaluation of DWT based sigmoid entropy in time and frequency domains for automated detection of epileptic seizures using SVM classifier. Comput. Biol. Medicine 110: 127-143 (2019) - [j6]Shivarudhrappa Raghu, Natarajan Sriraam, Alangar Sathyaranjan Hegde, Pieter Leonard Kubben:
A novel approach for classification of epileptic seizures using matrix determinant. Expert Syst. Appl. 127: 323-341 (2019) - [c1]Shivarudhrappa Raghu, Natarajan Sriraam, Yasin Temel, Shyam Vasudeva Rao, Pieter Leonard Kubben:
A convolutional neural network based framework for classification of seizure types. EMBC 2019: 2547-2550 - 2018
- [j5]Natarajan Sriraam, Shivarudhrappa Raghu, Kadeeja Tamanna, Leena Narayan, Mehraj Khanum, Alangar Satyaranjandas Hegde, Anjani Bhushan Kumar:
Automated epileptic seizures detection using multi-features and multilayer perceptron neural network. Brain Informatics 5(2) (2018) - [j4]Shivarudhrappa Raghu, Natarajan Sriraam:
Classification of focal and non-focal EEG signals using neighborhood component analysis and machine learning algorithms. Expert Syst. Appl. 113: 18-32 (2018) - [j3]Shivarudhrappa Raghu, Natarajan Sriraam, Govindaiah Pradeep Kumar, Alangar Satyaranjandas Hegde:
A Novel Approach for Real-Time Recognition of Epileptic Seizures Using Minimum Variance Modified Fuzzy Entropy. IEEE Trans. Biomed. Eng. 65(11): 2612-2621 (2018) - 2017
- [j2]Shivarudhrappa Raghu, Natarajan Sriraam:
Optimal configuration of multilayer perceptron neural network classifier for recognition of intracranial epileptic seizures. Expert Syst. Appl. 89: 205-221 (2017) - [j1]Natarajan Sriraam, Shivarudhrappa Raghu:
Classification of Focal and Non Focal Epileptic Seizures Using Multi-Features and SVM Classifier. J. Medical Syst. 41(10): 160:1-160:14 (2017)
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