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Explicit topological priors for deep-learning based image segmentation
  using persistent homology

Explicit topological priors for deep-learning based image segmentation using persistent homology

29 January 2019
J. Clough
Ilkay Oksuz
Nicholas Byrne
Julia A. Schnabel
A. King
ArXivPDFHTML

Papers citing "Explicit topological priors for deep-learning based image segmentation using persistent homology"

4 / 4 papers shown
Title
Revisiting Point Cloud Completion: Are We Ready For The Real-World?
Revisiting Point Cloud Completion: Are We Ready For The Real-World?
Stuti Pathak
Prashant Kumar
Nicholus Mboga
Gunther Steenackers
R. Penne
Rudi Penne
387
0
0
26 Nov 2024
TopoDiffusionNet: A Topology-aware Diffusion Model
TopoDiffusionNet: A Topology-aware Diffusion Model
Saumya Gupta
Dimitris Samaras
Chong Chen
DiffM
82
4
0
22 Oct 2024
Deep Learning with Topological Signatures
Deep Learning with Topological Signatures
Christoph Hofer
Roland Kwitt
Marc Niethammer
A. Uhl
3DPC
59
242
0
13 Jul 2017
Anatomically Constrained Neural Networks (ACNN): Application to Cardiac
  Image Enhancement and Segmentation
Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation
Ozan Oktay
Enzo Ferrante
Konstantinos Kamnitsas
M. Heinrich
Wenjia Bai
...
T. Dawes
D. O’Regan
Bernhard Kainz
Ben Glocker
Daniel Rueckert
46
657
0
22 May 2017
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