37 citations · 120 across the 24 of their papers we have counts for
5 papers · 1 filter
Automated OCT Segmentation for Images with DME
Sohini Roychowdhury, Dara D. Koozekanani, Michael Reinsbach +1
This paper presents a novel automated system that segments six sub-retinal layers from optical coherence tomography (OCT) image stacks of healthy patients and patients with diabeti…
Automated Selection of Uniform Regions for CT Image Quality Detection
Maitham D Naeemi, Adam M Alessio, Sohini Roychowdhury
CT images are widely used in pathology detection and follow-up treatment procedures. Accurate identification of pathological features requires diagnostic quality CT images with min…
Blind Analysis of CT Image Noise Using Residual Denoised Images
Sohini Roychowdhury, Nathan Hollraft, Adam Alessio
CT protocol design and quality control would benefit from automated tools to estimate the quality of generated CT images. These tools could be used to identify erroneous CT acquisi…
Classification of Large-Scale Fundus Image Data Sets: A Cloud-Computing Framework
Sohini Roychowdhury
Large medical image data sets with high dimensionality require substantial amount of computation time for data creation and data processing. This paper presents a novel generalized…
A generalized flow for multi-class and binary classification tasks: An Azure ML approach
Matthew Bihis, Sohini Roychowdhury
The constant growth in the present day real-world databases pose computational challenges for a single computer. Cloud-based platforms, on the other hand, are capable of handling l…