I am an Imperial College Research Fellow at the Depts. of Computing and Medicine and founder of the Deep Learning Toolkit (DLTK) for medical imaging.
Google Scholar link
Personal Github link
BioMedIA Github link
Advanced Segmentation Tools (ASETS) website .
et al., 2020, Fully automated segmentation of left ventricular scar from 3D late gadolinium enhancement magnetic resonance imaging using a cascaded multi-planar U-Net (CMPU-Net), Medical Physics, Vol:47, ISSN:0094-2405, Pages:1645-1655
et al., 2019, Weakly supervised estimation of shadow confidence maps in fetal ultrasound imaging, Ieee Transactions on Medical Imaging, Vol:38, ISSN:0278-0062, Pages:2755-2767
et al., 2019, An ensemble of U-Net architecture variants for left atrial segmentation, Conference on Medical Imaging - Computer-Aided Diagnosis, SPIE-INT SOC OPTICAL ENGINEERING, ISSN:0277-786X
et al., 2018, Learning interpretable anatomical features through deep generative models: Application to cardiac remodeling, International Conference On Medical Image Computing & Computer Assisted Intervention, Springer, Pages:464-471, ISSN:0302-9743
et al., 2018, Automatic shadow detection in 2D ultrasound images, International Workshop on Preterm, Perinatal and Paediatric Image Analysis, Pages:66-75, ISSN:0302-9743