BIOENGINEER

Multi-Task AI Matches Separate Models in Breast Ultrasound Analysis

A single attention-gated multi-task network achieved classification and segmentation accuracy comparable to separate ...
BIOENGINEER

Topology-Aware Self-Training Framework Improves Semi-Supervised 3D Shape Segmentation

Researchers developed a topology-aware multi-task self-training framework that mitigates pseudo-label noise and improves semi-supervised 3D shape segmentation.
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 ...