938 citations · 1.2k across the 12 of their papers we have counts for
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eess.IV2021★ 46 cited
COVID-19 detection from scarce chest x-ray image data using few-shot deep learning approach
Shruti Jadon
In the current COVID-19 pandemic situation, there is an urgent need to screen infected patients quickly and accurately. Using deep learning models trained on chest X-ray images can…
eess.IV2020★ 938 cited
A survey of loss functions for semantic segmentation
Shruti Jadon
Image Segmentation has been an active field of research as it has a wide range of applications, ranging from automated disease detection to self-driving cars. In the past five year…
eess.IV2020★ 25 cited
A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial
Shruti Jadon, Owen P. Leary, Ian Pan +4
Automated segmentation of medical imaging is of broad interest to clinicians and machine learning researchers alike. The goal of segmentation is to increase efficiency and simplici…