Publications
- Segmentation of Non-Small Cell Lung Carcinomas: Introducing DRU-Net and Multi-Lens Distortion
- Regional Image Quality Scoring for 2-D Echocardiography Using Deep Learning
- Real-time guidance and automated measurements using deep learning to improve echocardiographic assessment of left ventricular size and function
- Real-Time Global Longitudinal Strain During Echocardiography: A Deep Learning Platform for Improved Workflow
- Hardware-Independent Deep Signal Processing: A Feasibility Study in Echocardiography Read the publication
- Toward Robust Cardiac Segmentation Using Graph Convolutional Networks Read the publication
- Deep learning improves test–retest reproducibility of regional strain in echocardiography Read the publication
- Real-time guiding by deep learning during echocardiography to reduce left ventricular foreshortening and measurement variability
- Real-time guidance by deep learning of experienced operators to improve the standardization of echocardiographic acquisitions
- Automatic measurements of left ventricular volumes and ejection fraction by artificial intelligence: clinical validation in real time and large databases Read the publication
Other
- Deep learning-based glass removal in whole slide images
- Novel automated quality indicators for echocardiography and their importance for left ventricular strain
- Deep learning in echocardiography: real-time measurements of left ventricular wall thickness and chamber dimensions in the parasternal long-axis view
- Deep learning in echocardiography: Fully automated B-mode MAPSE measurements in real-time
- Effect of apical foreshortening and transducer angulation on strain measurements: a quantitative investigation
- Reliable deep learning for echocardiography image analysis
- The effect of deep learning guidance and automated measurements on the reproducibility of left ventricular ejection fraction and global longitudinal strain in breast cancer patients receiving trastuzumab
- Regional quality estimation for echocardiography using deep LEARNING
- Regional quality estimation for echocardiography using deep learning
- Real-time segmentation of the aorta in 2D ultrasound images for detecting abdominal aorta aneurism - abstract