Search Results for author: Harish RaviPrakash

Found 4 papers, 0 papers with code

Variational Capsule Encoder

no code implementations18 Oct 2020 Harish RaviPrakash, Syed Muhammad Anwar, Ulas Bagci

We propose a novel capsule network based variational encoder architecture, called Bayesian capsules (B-Caps), to modulate the mean and standard deviation of the sampling distribution in the latent space.

Image Reconstruction Representation Learning

A Survey on Recent Advancements for AI Enabled Radiomics in Neuro-Oncology

no code implementations16 Oct 2019 Syed Muhammad Anwar, Tooba Altaf, Khola Rafique, Harish RaviPrakash, Hassan Mohy-ud-Din, Ulas Bagci

Artificial intelligence (AI) enabled radiomics has evolved immensely especially in the field of oncology.

Automatic Response Assessment in Regions of Language Cortex in Epilepsy Patients Using ECoG-based Functional Mapping and Machine Learning

no code implementations26 May 2017 Harish RaviPrakash, Milena Korostenskaja, Eduardo Castillo, Ki Lee, James Baumgartner, Ulas Bagci

In this study, we address the accuracy limitation of the current RTFM signal estimation methods by analyzing the full frequency spectrum of the signal and replacing signal power estimation methods with machine learning algorithms, specifically random forest (RF), as a proof of concept.

BIG-bench Machine Learning Time Series Analysis

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