386 citations · 887 across the 21 of their papers we have counts for
4 papers · 1 filter
Teeth Localization and Lesion Segmentation in CBCT Images using SpatialConfiguration-Net and U-Net
Arnela Hadzic, Barbara Kirnbauer, Darko Stern +1
The localization of teeth and segmentation of periapical lesions in cone-beam computed tomography (CBCT) images are crucial tasks for clinical diagnosis and treatment planning, whi…
CaRe-CNN: Cascading Refinement CNN for Myocardial Infarct Segmentation with Microvascular Obstructions
Franz Thaler, Matthias A. F. Gsell, Gernot Plank +1
Late gadolinium enhanced (LGE) magnetic resonance (MR) imaging is widely established to assess the viability of myocardial tissue of patients after acute myocardial infarction (MI)…
Attacking the Loop: Adversarial Attacks on Graph-based Loop Closure Detection
Jonathan J. Y. Kim, Martin Urschler, Patricia J. Riddle +1
With the advancement in robotics, it is becoming increasingly common for large factories and warehouses to incorporate visual SLAM (vSLAM) enabled automated robots that operate clo…
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
Jianning Li, Zongwei Zhou, Jiancheng Yang +154
Prior to the deep learning era, shape was commonly used to describe the objects. Nowadays, state-of-the-art (SOTA) algorithms in medical imaging are predominantly diverging from co…