4 citations · 16 across the 17 of their papers we have counts for
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Video-Data Pipelines for Machine Learning Applications
Sohini Roychowdhury, James Y. Sato
Data pipelines are an essential component for end-to-end solutions that take machine learning algorithms to production. Engineering data pipelines for video-sequences poses several…
QU-net++: Image Quality Detection Framework for Segmentation of Medical 3D Image Stacks
Sohini Roychowdhury
Automated segmentation of pathological regions of interest aids medical image diagnostics and follow-up care. However, accurate pathological segmentations require high quality of a…
SISE-PC: Semi-supervised Image Subsampling for Explainable Pathology
Sohini Roychowdhury, Kwok Sun Tang, Mohith Ashok +1
Although automated pathology classification using deep learning (DL) has proved to be predictively efficient, DL methods are found to be data and compute cost intensive. In this wo…
OPAM: Online Purchasing-behavior Analysis using Machine learning
Sohini Roychowdhury, Ebrahim Alareqi, Wenxi Li
Customer purchasing behavior analysis plays a key role in developing insightful communication strategies between online vendors and their customers. To support the recent increase…