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

7 February 2023

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

12 / 12 papers shown

Title
Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation Jiamin Liang Yuhao Huang Haoming Li Shuangchi He Xindi Hu Zejian Chen Isabel Kaltenborn Dong Ni OOD 86 45 0 05 Aug 2022
Variational Neural Cellular Automata Rasmus Berg Palm Miguel González Duque Shyam Sudhakaran S. Risi BDL 113 24 0 28 Jan 2022
The Medical Segmentation Decathlon Michela Antonelli Annika Reinke Spyridon Bakas Keyvan Farahani AnnetteKopp-Schneider ... Zhanwei Xu Yefeng Zheng Amber L. Simpson Lena Maier-Hein M. Jorge Cardoso OOD 121 990 0 10 Jun 2021
Image segmentation via Cellular Automata Mark Sandler A. Zhmoginov Liangcheng Luo A. Mordvintsev E. Randazzo Blaise Agüera y Arcas SSeg 61 15 0 11 Aug 2020
Neural Cellular Automata Manifold Alejandro Hernandez Ruiz Armand Vilalta Francesc Moreno-Noguer 42 9 0 22 Jun 2020
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 244 436 0 09 Mar 2020
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 172 18,193 0 28 May 2019
Cellular automata as convolutional neural networks W. Gilpin AI4CE 64 94 0 09 Sep 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 218 19,353 0 13 Jan 2018
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,510 0 10 Dec 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,441 0 18 May 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,529 0 04 Sep 2014