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Anomaly Detection in Medical Imaging with Deep Perceptual Autoencoders

Anomaly Detection in Medical Imaging with Deep Perceptual Autoencoders

23 June 2020
Nina Shvetsova
Bart Bakker
Irina Fedulova
H. Schulz
Dmitry Dylov
ArXivPDFHTML

Papers citing "Anomaly Detection in Medical Imaging with Deep Perceptual Autoencoders"

9 / 9 papers shown
Title
Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection
Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection
Chunlei Li
Yilei Shi
Jingliang Hu
Xiao Xiang Zhu
Lichao Mou
MedIm
60
0
0
18 Mar 2025
Acoustic Anomaly Detection on UAM Propeller Defect with Acoustic dataset for Crack of drone Propeller (ADCP)
Juho Lee
Donghyun Yoon
Gumoon Jeong
Hyeoncheol Kim
35
0
0
02 Mar 2025
Feasibility of Universal Anomaly Detection without Knowing the
  Abnormality in Medical Images
Feasibility of Universal Anomaly Detection without Knowing the Abnormality in Medical Images
C. Cui
Yaohong Wang
Shunxing Bao
Yucheng Tang
Ruining Deng
...
Qi Liu
Lori A. Coburn
K. Wilson
Bennett A. Landman
Yuankai Huo
OOD
36
0
0
03 Jul 2023
AD-NEV: A Scalable Multi-level Neuroevolution Framework for Multivariate
  Anomaly Detection
AD-NEV: A Scalable Multi-level Neuroevolution Framework for Multivariate Anomaly Detection
Marcin Pietroñ
Dominik Zurek
Kamil Faber
Roberto Corizzo
30
3
0
25 May 2023
Anomaly Detection under Distribution Shift
Anomaly Detection under Distribution Shift
T. Cao
Jiawen Zhu
Guansong Pang
48
26
0
24 Mar 2023
Learning image representations for anomaly detection: application to
  discovery of histological alterations in drug development
Learning image representations for anomaly detection: application to discovery of histological alterations in drug development
I. Zingman
B. Stierstorfer
C. Lempp
Fabian Heinemann
OOD
MedIm
27
11
0
14 Oct 2022
Self-Supervised Masked Convolutional Transformer Block for Anomaly
  Detection
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection
Neelu Madan
Nicolae-Cătălin Ristea
Radu Tudor Ionescu
Kamal Nasrollahi
Fahad Shahbaz Khan
T. Moeslund
M. Shah
ViT
MedIm
264
62
0
25 Sep 2022
Task-oriented Self-supervised Learning for Anomaly Detection in
  Electroencephalography
Task-oriented Self-supervised Learning for Anomaly Detection in Electroencephalography
Yaojia Zheng
Zhouwu Liu
Rong Mo
Ziyi Chen
Weiqiao Zheng
Ruixuan Wang
38
10
0
04 Jul 2022
Self-Supervised Masking for Unsupervised Anomaly Detection and
  Localization
Self-Supervised Masking for Unsupervised Anomaly Detection and Localization
Chaoqin Huang
Qinwei Xu
Yanfeng Wang
Yu Wang
Ya Zhang
37
66
0
13 May 2022
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