Shivarudhrappa Raghu

According to our database, Shivarudhrappa Raghu authored at least 11 papers between 2017 and 2020.

Collaborative distances:

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

2020

EEG based multi-class seizure type classification using convolutional neural network and transfer learning.

Shivarudhrappa Raghu, Natarajan Sriraam, Yasin Temel, Shyam Vasudeva Rao, Pieter Leonard Kubben

Neural Networks, 2020

Automated detection of epileptic seizures using successive decomposition index and support vector machine classifier in long-term EEG.

Shivarudhrappa Raghu, Natarajan Sriraam, Shyam Vasudeva Rao, Alangar Sathyaranjan Hegde, Pieter Leonard Kubben

Neural Comput. Appl., 2020

Adaptive median feature baseline correction for improving recognition of epileptic seizures in ICU EEG.

Shivarudhrappa Raghu, Natarajan Sriraam, Erik D. Gommer, Danny M. W. Hilkman, Yasin Temel, Shyam Vasudeva Rao, Pieter Leonard Kubben

Neurocomputing, 2020

2019

A novel approach for classification of epileptic seizures using matrix determinant.

Shivarudhrappa Raghu, Natarajan Sriraam, Alangar Sathyaranjan Hegde, Pieter Leonard Kubben

Expert Syst. Appl., 2019

Performance evaluation of DWT based sigmoid entropy in time and frequency domains for automated detection of epileptic seizures using SVM classifier.

Shivarudhrappa Raghu, Natarajan Sriraam, Yasin Temel, Shyam Vasudeva Rao, Alangar Satyaranjandas Hegde, Pieter Leonard Kubben

Comput. Biol. Medicine, 2019

A convolutional neural network based framework for classification of seizure types.

Shivarudhrappa Raghu, Natarajan Sriraam, Yasin Temel, Shyam Vasudeva Rao, Pieter Leonard Kubben

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

2018

A Novel Approach for Real-Time Recognition of Epileptic Seizures Using Minimum Variance Modified Fuzzy Entropy.

Shivarudhrappa Raghu, Natarajan Sriraam, Govindaiah Pradeep Kumar, Alangar Satyaranjandas Hegde

IEEE Trans. Biomed. Eng., 2018

Classification of focal and non-focal EEG signals using neighborhood component analysis and machine learning algorithms.

Shivarudhrappa Raghu, Natarajan Sriraam

Expert Syst. Appl., 2018

Automated epileptic seizures detection using multi-features and multilayer perceptron neural network.

Natarajan Sriraam, Shivarudhrappa Raghu, Kadeeja Tamanna, Leena Narayan, Mehraj Khanum, Alangar Satyaranjandas Hegde, Anjani Bhushan Kumar

Brain Informatics, 2018

2017

Classification of Focal and Non Focal Epileptic Seizures Using Multi-Features and SVM Classifier.

Natarajan Sriraam, Shivarudhrappa Raghu

J. Medical Syst., 2017

Optimal configuration of multilayer perceptron neural network classifier for recognition of intracranial epileptic seizures.

Shivarudhrappa Raghu, Natarajan Sriraam

Expert Syst. Appl., 2017