Veronika A. Zimmer

A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology

James R. Clough, İlkay Öksüz, Veronika A. Zimmer et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 219 citations · Full text

Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging

Qingjie Meng, R. James Housden, Jacqueline Matthew et al. · IEEE Transactions on Medical Imaging · 2019 · 54 citations · Full text

Engineering, Machine Learning, Digital Pathology +26

AtrialJSQnet: A New framework for joint segmentation and quantification of left atrium and scars incorporating spatial and shape information

Lei Li, Veronika A. Zimmer, Julia A. Schnabel et al. · Medical Image Analysis · 2021 · 54 citations

Image Analysis, Engineering, Medical Imaging +14

Mutual Information-Based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging

Qingjie Meng, Jacqueline Matthew, Veronika A. Zimmer et al. · IEEE Transactions on Medical Imaging · 2020 · 48 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Robotic-Assisted Ultrasound for Fetal Imaging: Evolution from Single-Arm to Dual-Arm System

Shuangyi Wang, R. James Housden, Yohan Noh et al. · Lecture notes in computer science · 2019 · 44 citations · Full text

Obstetric Imaging, Dual-arm System, Medical Ultrasound +10