Pancreatic Tumor Segmentation as Anomaly Detection in CT Images Using Denoising Diffusion Models

4 June 2024

Papers citing "Pancreatic Tumor Segmentation as Anomaly Detection in CT Images Using Denoising Diffusion Models"

8 / 8 papers shown

Title
Patched Diffusion Models for Unsupervised Anomaly Detection in Brain MRI F. Behrendt Debayan Bhattacharya Julia Kruger R. Opfer Alexander Schlaefer DiffM MedIm 29 39 0 07 Mar 2023
CTG-Net: An Efficient Cascaded Framework Driven by Terminal Guidance Mechanism for Dilated Pancreatic Duct Segmentation Liwen Zou Zhen-zhai Cai Y. Qiu Luying Gui L. Mao Xiaoping Yang MedIm 19 6 0 06 Mar 2023
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model Junde Wu Rao Fu Huihui Fang Yu Zhang Yehui Yang Haoyi Xiong Huiying Liu Yanwu Xu MedIm VLM DiffM 98 238 0 01 Nov 2022
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 195 513 0 06 Dec 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 325 1,586 0 10 Nov 2021
Anomaly detection through latent space restoration using vector-quantized variational autoencoders Sergio Naval Marimont G. Tarroni DRL 120 57 0 12 Dec 2020
DeScarGAN: Disease-Specific Anomaly Detection with Weak Supervision J. Wolleb Robin Sandkühler Philippe C. Cattin 207 21 0 28 Jul 2020
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 232 75,445 0 18 May 2015