Lisa M. Koch

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

Olivier Bernard, Alain Lalande, Clément Zotti et al. · IEEE Transactions on Medical Imaging · 2018 · 2.1K citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +22

SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound

Christian F. Baumgartner, Konstantinos Kamnitsas, Jacqueline Matthew et al. · IEEE Transactions on Medical Imaging · 2017 · 391 citations · Full text

Obstetric Imaging, Medical Ultrasound, Convolutional Neural Network +24

Construction of a fetal spatio-temporal cortical surface atlas from in utero MRI: Application of spectral surface matching

R. Wright, Antonios Makropoulos, Vanessa Kyriakopoulou et al. · NeuroImage · 2015 · 53 citations · Full text

Visual Feature Attribution Using Wasserstein GANs

Christian F. Baumgartner, Lisa M. Koch, Kerem Can Tezcan et al. · 2018 · 36 citations · Full text

Image Analysis, Machine Learning, Data Science +15

An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation

Christian F. Baumgartner, Lisa M. Koch, Marc Pollefeys et al. · Lecture notes in computer science · 2018 · 20 citations · Full text