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Med-NCA: Robust and Lightweight Segmentation with Neural Cellular
  Automata

Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata

7 February 2023
John Kalkhof
Camila González
Anirban Mukhopadhyay
ArXivPDFHTML

Papers citing "Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata"

5 / 5 papers shown
Title
eNCApsulate: NCA for Precision Diagnosis on Capsule Endoscopes
eNCApsulate: NCA for Precision Diagnosis on Capsule Endoscopes
Henry J Krumb
Anirban Mukhopadhyay
45
0
0
30 Apr 2025
MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation
Avni Mittal
John Kalkhof
Anirban Mukhopadhyay
Arnav Bhavsar
DiffM
MedIm
47
0
0
05 Jan 2025
M3D-NCA: Robust 3D Segmentation with Built-in Quality Control
M3D-NCA: Robust 3D Segmentation with Built-in Quality Control
John Kalkhof
Anirban Mukhopadhyay
21
10
0
06 Sep 2023
Variational Neural Cellular Automata
Variational Neural Cellular Automata
Rasmus Berg Palm
Miguel González Duque
Shyam Sudhakaran
S. Risi
BDL
47
22
0
28 Jan 2022
TorchIO: A Python library for efficient loading, preprocessing,
  augmentation and patch-based sampling of medical images in deep learning
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning
Fernando Pérez-García
Rachel Sparks
Sébastien Ourselin
MedIm
LM&MA
147
427
0
09 Mar 2020
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