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09/20/2023
Learning Patient Static Information from Time-series EHR and an Approach for Safeguarding Privacy and Fairness
Recent work in machine learning for healthcare has raised concerns about...
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09/15/2023
Segmentation of Tubular Structures Using Iterative Training with Tailored Samples
We propose a minimal path method to simultaneously compute segmentation ...
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08/10/2023
From CNN to Transformer: A Review of Medical Image Segmentation Models
Medical image segmentation is an important step in medical image analysi...
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02/26/2023
A Multidatabase ExTRaction PipEline (METRE) for Facile Cross Validation in Critical Care Research
Transforming raw EHR data into machine learning model-ready inputs requi...
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12/05/2022
Learning to See Through with Events
Although synthetic aperture imaging (SAI) can achieve the seeing-through...
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04/02/2022
Progressive Minimal Path Method with Embedded CNN
We propose Path-CNN, a method for the segmentation of centerlines of tub...
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06/02/2021