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

S. Raghu, N. Sriraam, Yasin Temel, +2

Neural Networks

Convolutional Neural NetworkEeg Signal ProcessingNeuroimagingNeuroscienceTransfer Learning +4

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

S. Raghu, N. Sriraam, Yasin Temel, +3

Computers in Biology and Medicine

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

S. Raghu, N. Sriraam, Shyam Vasudeva Rao, +2

Neural Computing and Applications

Data ClassificationSupport Vector MachineEngineeringPattern RecognitionEeg Signal Processing +12

Retinal vascular abnormalities in schizophrenia and bipolar disorder: A window to the brain

Abhishek Appaji, Bhargavi Nagendra, Dona Maria Chako, +10

Bipolar Disorders

A Novel, Low-Cost, Wide-Field, Infant Retinal Camera, “Neo”: Technical and Safety Report for the Use on Premature Infants

Anand Vinekar, Shyam Vasudeva Rao, Seema Murthy, +4

Translational Vision Science & Technology

A convolutional neural network based framework for classification of seizure types

S. Raghu, N. Sriraam, Yasin Temel, +2

Convolutional Neural NetworkSeizure TypesMachine LearningEngineeringSocial Sciences +16

Retinal vascular tortuosity in schizophrenia and bipolar disorder

Abhishek Appaji, Bhargavi Nagendra, Dona Maria Chako, +10

Schizophrenia Research

Retinal Vascular TortuosityRetinaOphthalmologyPsychiatryPsychotic Disorder +4

Health issues in a Bangalore slum: findings from a household survey using a mobile screening toolkit in Devarajeevanahalli

Carolin Elizabeth George, Gift Norman, Avanti Wadugodapitya, +5

BMC Public Health

Examination of retinal vascular trajectory in schizophrenia and bipolar disorder

Abhishek Appaji, Bhargavi Nagendra, Dona Maria Chako, +10

Psychiatry and Clinical Neurosciences

Association between retinal vascular measures and brain white matter lesions in schizophrenia

Vittal Korann, Satish Suhas, Abhishek Appaji, +12

Asian Journal of Psychiatry