research
∙
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...
share
research
∙
09/15/2023
Segmentation of Tubular Structures Using Iterative Training with Tailored Samples
We propose a minimal path method to simultaneously compute segmentation ...
research
∙
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...
research
∙
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...
research
∙
12/05/2022
Learning to See Through with Events
Although synthetic aperture imaging (SAI) can achieve the seeing-through...
research
∙
04/02/2022
Progressive Minimal Path Method with Embedded CNN
We propose Path-CNN, a method for the segmentation of centerlines of tub...
research
∙
06/02/2021
