BIOENGINEER

Airway AI needs more than high segmentation scores

A narrative review finds that airway AI must preserve branching anatomy, generalize across institutions and demonstrate ...
EurekAlert!

A novel deep learning model for medical image segmentation with convolutional neural network and transformer

Accurate segmentation of medical images is essential for clinical decision-making, and deep learning techniques have shown remarkable results in this area. However, existing segmentation models that ...
BIOENGINEER

AI Ensemble Reads Brain Scans With 98.5% Accuracy and Shows Its Work

Researchers in India have built a unified deep learning framework that classifies brain tumors in MRI scans with 98.52 ...
JSTOR Daily

Automated and accurate segmentation of leaf venation networks via deep learning

• Leaf vein network geometry can predict levels of resource transport, defence and mechanical support that operate at different spatial scales. However, it is challenging to quantify network ...
techtarget

What is a convolutional neural network (CNN)?

A convolutional neural network (CNN) is a category of machine learning model. Specifically, it is a type of deep learning algorithm that is well suited to analyzing visual data. CNNs are commonly used ...