Search Results for author: Omid Bazgir

Found 5 papers, 1 papers with code

Integration of Graph Neural Network and Neural-ODEs for Tumor Dynamic Prediction

no code implementations2 Oct 2023 Omid Bazgir, Zichen Wang, Ji Won Park, Marc Hafner, James Lu

Additionally, we show that the graph encoder is able to effectively utilize multimodal data to enhance tumor predictions.

Investigation of REFINED CNN ensemble learning for anti-cancer drug sensitivity prediction

1 code implementation9 Sep 2020 Omid Bazgir, Souparno Ghosh, Ranadip Pal

REFINED (REpresentation of Features as Images with NEighborhood Dependencies) CNN (Convolutional Neural Network) based models have shown promising results in drug sensitivity prediction.

Ensemble Learning

Kidney segmentation using 3D U-Net localized with Expectation Maximization

no code implementations20 Mar 2020 Omid Bazgir, Kai Barck, Richard A. D. Carano, Robby M. Weimer, Luke Xie

In this paper we propose a new framework to address some of the challenges for segmenting 3D MRI.

Segmentation

REFINED (REpresentation of Features as Images with NEighborhood Dependencies): A novel feature representation for Convolutional Neural Networks

no code implementations11 Dec 2019 Omid Bazgir, Ruibo Zhang, Saugato Rahman Dhruba, Raziur Rahman, Souparno Ghosh, Ranadip Pal

We present a novel approach for representation of high dimensional feature vector in a compact image form, termed REFINED (REpresentation of Features as Images with NEighborhood Dependencies), that is conducible for convolutional neural network based deep learning.

feature selection

Emotion Recognition with Machine Learning Using EEG Signals

no code implementations18 Mar 2019 Omid Bazgir, Zeynab Mohammadi, Seyed Amir Hassan Habibi

In this research, an emotion recognition system is developed based on valence/arousal model using electroencephalography (EEG) signals.

BIG-bench Machine Learning EEG +1

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