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Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with
  impured training data

Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with impured training data

12 April 2022
F. Behrendt
M. Bengs
F. Rogge
Julia Kruger
R. Opfer
Alexander Schlaefer
ArXiv (abs)PDFHTML

Papers citing "Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with impured training data"

3 / 3 papers shown
Title
MAD-AD: Masked Diffusion for Unsupervised Brain Anomaly Detection
MAD-AD: Masked Diffusion for Unsupervised Brain Anomaly Detection
Farzad Beizaee
Gregory A. Lodygensky
Christian Desrosiers
Jose Dolz
DiffMMedIm
144
0
0
24 Feb 2025
Self-supervised learning for classifying paranasal anomalies in the
  maxillary sinus
Self-supervised learning for classifying paranasal anomalies in the maxillary sinus
Debayan Bhattacharya
F. Behrendt
B. Becker
Lennart Maack
Dirk Beyersdorff
...
B. Cheng
D. Eggert
C. Betz
A. Hoffmann
Alexander Schlaefer
SSL
44
1
0
29 Apr 2024
Guided Reconstruction with Conditioned Diffusion Models for Unsupervised Anomaly Detection in Brain MRIs
Guided Reconstruction with Conditioned Diffusion Models for Unsupervised Anomaly Detection in Brain MRIs
F. Behrendt
Debayan Bhattacharya
R. Mieling
Lennart Maack
Julia Kruger
R. Opfer
Alexander Schlaefer
DiffMMedIm
87
10
0
07 Dec 2023
1