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 ...
AZOM

Characterizing Earth Materials with Deep-Learning-Enhanced Electron Microscopy

A recent study published in the Journal of Geophysical Research: Machine Learning and Computation presents a new image enhancement process for scanning electron microscopy (SEM) data sets, called Deep ...
Nature

Colorectal Polyp Detection and Segmentation Using Deep Learning

Colorectal polyp detection and segmentation represent critical components in the early diagnosis and treatment of colorectal cancer. Recent advances in deep learning have markedly enhanced the ...
ascopubs.org

Deep Learning Features Can Improve Radiomics-Based Prostate Cancer Aggressiveness Prediction

Development and Portability of a Text Mining Algorithm for Capturing Disease Progression in Electronic Health Records of Patients With Stage IV Non–Small Cell Lung Cancer Emerging evidence suggests ...