Background and activities
Working as a PhD candidate at the Department of Circulation and Medical Imaging financed by CIUS. In my ongoing research project I look at automatic methods for analysing medical images using machine learning techniques. The main application is cardiac ultrasound imaging, where the goal is to develop good diagnostic tools and improve workflow in the clinic.
My research interests are:
Ultrasound, and other medical imaging modalities
Machine learning with emphasis on deep neural networks
Robotics and machine vision in medical intervention
Master of Science (MSc) in physics and mathematics with specialization in biophysics and medical technology. Master thesis on the topic of Robot Control in Image-Guided Intervention.
Scientific, academic and artistic work
Displaying a selection of activities. See all publications in the database
- (2017) 2D Left ventricle segmentation using deep learning. International Ultrasonics Symposium (IUS) ; 2017-09-06 - 2017-09-09.
- (2017) Real-Time Classification of Standard Cardiac Views in Echocardiography using Neural Networks. IEEE International Ultrasonics Symposium ; Washington DC. 2017-09-06 - 2017-09-09.