AZoOptics

Deep Learning-Enabled Microscopy Reveals Biomolecular Dynamics in Cells

This study presents MPALM, a novel microscopy technique that captures nanoscale biomolecular dynamics, overcoming limitations ...
Ophthalmology Advisor

AI Segmentation Boosts Glaucoma Progression Detection by 5 Months

Investigators developed and validated a deep learning-powered segmentation model to analyze inner retinal layers and improve ...
Ophthalmology Advisor

With Retinal Imaging, A Deep Learning Model Can Predict Diabetic Kidney Disease Risk, Progression

Researchers developed a retinal image-based system to predict the 5-year risk of diabetic kidney disease and the risk of ...

Label-free optical imaging enables automated measurement of human white matter microstructure

White matter pathways allow distant parts of the brain to communicate, supporting memory, emotion, and language. One such ...
EurekAlert!

Mapping long range brain wiring with label free optical imaging

The uncinate fasciculus is a major white matter pathway involved in memory, emotion, and language, but its microscopic structure in the human brain has remained largely unknown. Researchers report a ...
IEEE

EICSeg: Universal Medical Image Segmentation via Explicit In-Context Learning

Abstract: Deep learning models for medical image segmentation often struggle with task-specific characteristics, limiting their generalization to unseen tasks with new anatomies, labels, or modalities ...
Frontiers

Traditional machine learning in biomedical image analysis: before you go too deep

Traditional machine learning (TML) algorithms remain indispensable tools for the analysis of biomedical images, offering significant advantages in multimodal data integration, interpretability, ...
Scientific Research Publishing

From U-Net to Swin-Unet Transformers: The Next-Generation Advances in Brain Tumor Segmentation with Deep Learning ()

Brain tumor segmentation is a vital step in diagnosis, treatment planning, and prognosis in neuro-oncology. In recent years, deep learning approaches have revolutionized this field, evolving from the ...
GitHub

Advanced OCT Segmentation Framework

This project represents a collaborative research initiative between the Machine Intelligence Lab and Department of Ophthalmology, Sichuan University focusing on advanced deep learning solutions for ...