BIOENGINEER

Research report: Frequency-aware sparse token vision transformer for medical image segmentation

A frequency-aware sparse vision transformer outperformed comparison models on organ, cardiac, breast, skin and polyp ...
BIOENGINEER

MLP mixer blocks with channel attention sharpen medical image segmentation

A new MLP-based segmentation method combining mixer layers with channel attention achieved a Dice coefficient of 81.45 ...
ascopubs.org

Deep learning-based brain tumor segmentation on limited sequences of magnetic resonance imaging.

Predictions of overall survival (OS) and progression-free survival (PFS) for specific therapeutic interventions in newly diagnosed glioblastoma multiforme (GBM) using Cellworks Singula: myCare-024-04.
News Medical

Deep learning method enhances vessel and plaque segmentation in stroke diagnosis

Stroke is the second leading cause of death globally. Ischemic stroke, strongly linked to atherosclerotic plaques, requires accurate plaque and vessel wall segmentation and quantification for ...