A distance-based loss for smooth and continuous skin layer segmentation in optoacoustic images

10 July 2020

Papers citing "A distance-based loss for smooth and continuous skin layer segmentation in optoacoustic images"

5 / 5 papers shown

Title
Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations Linus Kreitner Johannes C. Paetzold Nikolaus Rauch Chen Chen Ahmed M. Hagag ... Bjoern Menze M. Harders B. Knier Daniel Rueckert Martin J. Menten 82 23 0 19 Jun 2023
Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias Linus Kreitner Ivan Ezhov Daniel Rueckert Johannes C. Paetzold Martin J. Menten 71 2 0 28 Oct 2022
Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographs Martin J. Menten Johannes C. Paetzold Alina F. Dima Bjoern Menze B. Knier Daniel Rueckert 68 16 0 22 Jul 2022
Semantic segmentation of multispectral photoacoustic images using deep learning Melanie Schellenberg Kris K. Dreher Niklas Holzwarth Fabian Isensee Annika Reinke Nicholas Schreck A. Seitel M. Tizabi Lena Maier-Hein J. Gröhl 88 32 0 20 May 2021
clDice -- A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation Suprosanna Shit Johannes C. Paetzold Anjany Sekuboyina Ivan Ezhov Alexander Unger A. Zhylka J. Pluim Ulrich Bauer Bjoern Menze 178 304 0 16 Mar 2020