Implicit field learning for unsupervised anomaly detection in medical images

9 June 2021

Papers citing "Implicit field learning for unsupervised anomaly detection in medical images"

15 / 15 papers shown

Title
Spatial-aware Attention Generative Adversarial Network for Semi-supervised Anomaly Detection in Medical Image Zerui Zhang Zhichao Sun Zelong Liu Bo Du Rui Yu Zhou Zhao Yongchao Xu GAN MedIm 46 3 0 21 May 2024
Position-Guided Prompt Learning for Anomaly Detection in Chest X-Rays Zhichao Sun Yuliang Gu Yepeng Liu Zerui Zhang Zhou Zhao Yongchao Xu MedIm 89 2 0 20 May 2024
Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images Tiange Xiang Yixiao Zhang Yongyi Lu Alan Yuille Chaoyi Zhang Weidong Cai Zongwei Zhou 46 3 0 13 Mar 2024
I-MedSAM: Implicit Medical Image Segmentation with Segment Anything Xiaobao Wei Jiajun Cao Yizhu Jin Ming Lu Guangyu Wang Shanghang Zhang VLM 50 10 0 28 Nov 2023
Weakly Supervised Anomaly Detection for Chest X-Ray Image Haoqi Ni Ximiao Zhang Min Xu Ning Lang Xiuzhuang Zhou 33 0 0 16 Nov 2023
Bayes' Rays: Uncertainty Quantification for Neural Radiance Fields Lily Goli Cody Reading Silvia Sellán Alec Jacobson Andrea Tagliasacchi BDL UQCV 33 59 0 06 Sep 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 31 3 0 26 Jun 2023
AutoPaint: A Self-Inpainting Method for Unsupervised Anomaly Detection M. Astaraki F. Benetti Yousef Yeganeh I. Toma-Dasu Orjan Smedby Chunliang Wang Nassir Navab T. Wendler 20 6 0 21 May 2023
Unsupervised Brain Tumor Segmentation with Image-based Prompts Xinru Zhang N. Ou Chenghao Liu Z. Zhuo Yao Liu Chuyang Ye VLM 27 2 0 04 Apr 2023
Implicit U-Net for volumetric medical image segmentation Sergio Naval Marimont G. Tarroni SSeg 41 2 0 30 Jun 2022
ASC-Net: Unsupervised Medical Anomaly Segmentation Using an Adversarial-based Selective Cutting Network Raunak Dey Wenbo Sun Haibo Xu Yi Hong 15 0 0 16 Dec 2021
SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection Tiange Xiang Yixiao Zhang Yongyi Lu Alan Yuille Chaoyi Zhang Weidong (Tom) Cai Zongwei Zhou UQCV 32 39 0 26 Nov 2021
Self-supervised Tumor Segmentation through Layer Decomposition Xiaoman Zhang Weidi Xie Chaoqin Huang Yanfeng Wang Ya Zhang Xin Chen Qi Tian 29 6 0 07 Sep 2021
Anomaly detection through latent space restoration using vector-quantized variational autoencoders Sergio Naval Marimont G. Tarroni DRL 128 57 0 12 Dec 2020
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 343 10,639 0 19 Feb 2017