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Omid Dehzangi

2 accepted papers

2022

Superresolution and Segmentation of OCT Scans Using Multi-Stage Adversarial Guided Attention Training

Paria Jeihouni, Omid Dehzangi, Annahita Amireskandari, Ali Dabouei, Ali Rezai, Nasser M. Nasrabadi
ICASSP 2022accepted

Optical coherence tomography (OCT) is one of the noninvasive and easy-to-acquire biomarkers (the thickness of the retinal layers, which is detectable within OCT scans) being investigated to diagnose Alzheimer’s disease (AD). This work aims to segment the OCT images automatically; however, it is a ch…

Cited by 0Source ↗Scholar ↗
2022

Ubiquitous Physiological Prediction of SUD Patients' Wellness State Using Memory-Based Convolutional Models

Omid Dehzangi, Paria Jeihouni, Jad Ramadan, Victor S. Finomore, Nasser M. Nasrabadi, Ali Rezai
ICASSP 2022accepted

The prevalence of substance use disorder (SUD) and rates of overdose in the United States have reached epidemic levels. Despite availability of effective evidence-based treatments for SUD, the rates of treatment attrition remain elevated. We have designed a cloud-based continuous physiological sensi…

Cited by 0Source ↗Scholar ↗