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2408.01571
Cited By
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder
2 August 2024
Matan Atad
D. Schinz
Hendrik Moeller
Robert Graf
Benedikt Wiestler
Daniel Rueckert
Nassir Navab
Jan S. Kirschke
Matthias Keicher
CML
DiffM
MedIm
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Papers citing
"Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder"
39 / 39 papers shown
Title
Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment
Paraskevas Pegios
Manxi Lin
Nina Weng
M. B. S. Svendsen
Zahra Bashir
Siavash Bigdeli
Anders Christensen
M. Tolsgaard
Aasa Feragen
MedIm
89
6
0
13 Mar 2024
Shape Matters: Detecting Vertebral Fractures Using Differentiable Point-Based Shape Decoding
Hellena Hempe
Alexander Bigalke
Mattias P. Heinrich
MedIm
47
1
0
08 Dec 2023
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images
Alessandro Fontanella
Grant Mair
Joanna M. Wardlaw
Emanuele Trucco
Amos Storkey
DiffM
MedIm
64
23
0
03 Aug 2023
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI
H. Bedel
Tolga Çukur
DiffM
MedIm
80
27
0
18 Jul 2023
Lumbar spine segmentation in MR images: a dataset and a public benchmark
J. W. V. D. Graaf
M. Hooff
C. Buckens
Matthieu Rutten
J. V. Susante
R. Kroeze
M. Kleuver
Bram van Ginneken
Nikolas Lessmann
38
36
0
21 Jun 2023
Diffusion Models already have a Semantic Latent Space
Mingi Kwon
Jaeseok Jeong
Youngjung Uh
58
257
0
20 Oct 2022
Faint Features Tell: Automatic Vertebrae Fracture Screening Assisted by Contrastive Learning
Xin Wei
Huaiwei Cong
Zheng Zhang
Junran Peng
Guoping Chen
Jinpeng Li
47
7
0
23 Aug 2022
Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers
Amar Kumar
Anjun Hu
Brennan Nichyporuk
Jean-Pierre Falet
Douglas L. Arnold
Sotirios A. Tsaftaris
Tal Arbel
MedIm
48
10
0
03 Aug 2022
Classifier-Free Diffusion Guidance
Jonathan Ho
Tim Salimans
FaML
193
3,889
0
26 Jul 2022
What is Healthy? Generative Counterfactual Diffusion for Lesion Localization
Pedro Sanchez
Antanas Kascenas
Xiao Liu
Alison Q. OÑeil
Sotirios A. Tsaftaris
MedIm
DiffM
80
66
0
25 Jul 2022
CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGAN
Matan Atad
V. Dmytrenko
Yitong Li
Xinyue Zhang
Matthias Keicher
Jan Kirschke
Bene Wiestler
Ashkan Khakzar
Nassir Navab
MedIm
62
23
0
15 Jul 2022
Context-Aware Transformers For Spinal Cancer Detection and Radiological Grading
Rhydian Windsor
A. Jamaludin
T. Kadir
Andrew Zisserman
ViT
MedIm
31
14
0
27 Jun 2022
Interpretable Vertebral Fracture Quantification via Anchor-Free Landmarks Localization
Alexey Zakharov
Maxim Pisov
Alim Bukharaev
A. Petraikin
S. Morozov
V. Gombolevskiy
Mikhail Belyaev
42
25
0
14 Apr 2022
medXGAN: Visual Explanations for Medical Classifiers through a Generative Latent Space
Amil Dravid
Florian Schiffers
Boqing Gong
Aggelos K. Katsaggelos
GAN
MedIm
61
9
0
11 Apr 2022
Interpretable Vertebral Fracture Diagnosis
Paul Engstler
Matthias Keicher
D. Schinz
Kristina Mach
A. Gersing
...
Anna-Sophia Dietrich
Benedikt Wiestler
Jan S. Kirschke
Ashkan Khakzar
Nassir Navab
FAtt
MedIm
44
6
0
30 Mar 2022
Diffusion Autoencoders: Toward a Meaningful and Decodable Representation
Konpat Preechakul
Nattanat Chatthee
Suttisak Wizadwongsa
Supasorn Suwajanakorn
SyDa
DiffM
117
431
0
30 Nov 2021
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification
Jiancheng Yang
Rui Shi
D. Wei
Zequan Liu
Lin Zhao
B. Ke
Hanspeter Pfister
Bingbing Ni
VLM
302
699
0
27 Oct 2021
LARGE: Latent-Based Regression through GAN Semantics
Yotam Nitzan
Rinon Gal
Ofir Brenner
Daniel Cohen-Or
GAN
55
26
0
22 Jul 2021
Diffusion Models Beat GANs on Image Synthesis
Prafulla Dhariwal
Alex Nichol
224
7,857
0
11 May 2021
GLOWin: A Flow-based Invertible Generative Framework for Learning Disentangled Feature Representations in Medical Images
Aadhithya Sankar
Matthias Keicher
R. Eisawy
Abhijeet Parida
Franz MJ Pfister
Seong Tae Kim
Nassir Navab
OOD
DRL
MedIm
58
8
0
19 Mar 2021
A Computed Tomography Vertebral Segmentation Dataset with Anatomical Variations and Multi-Vendor Scanner Data
Hans Liebl
D. Schinz
Anjany Sekuboyina
Luca Malagutti
Maximilian Löffler
...
Benedikt Wiestler
Bjoern Menze
R. Braren
C. Zimmer
University Medical Center Freiburg
85
79
0
10 Mar 2021
Designing an Encoder for StyleGAN Image Manipulation
Omer Tov
Yuval Alaluf
Yotam Nitzan
Or Patashnik
Daniel Cohen-Or
281
785
0
04 Feb 2021
Using StyleGAN for Visual Interpretability of Deep Learning Models on Medical Images
K. Schutte
O. Moindrot
P. Hérent
Jean-Baptiste Schiratti
S. Jégou
FAtt
MedIm
119
62
0
19 Jan 2021
Explaining the Black-box Smoothly- A Counterfactual Approach
Junyu Chen
Yong Du
Yufan He
W. Paul Segars
Ye Li
MedIm
FAtt
110
101
0
11 Jan 2021
Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review
Sahil Verma
Varich Boonsanong
Minh Hoang
Keegan E. Hines
John P. Dickerson
Chirag Shah
CML
127
172
0
20 Oct 2020
3D Convolutional Sequence to Sequence Model for Vertebral Compression Fractures Identification in CT
David Chettrit
T. Meir
Hila Lebel
Mila Orlovsky
Ronen Gordon
A. Akselrod-Ballin
A. Bar
MedIm
23
13
0
08 Oct 2020
Denoising Diffusion Implicit Models
Jiaming Song
Chenlin Meng
Stefano Ermon
VLM
DiffM
275
7,384
0
06 Oct 2020
Grading Loss: A Fracture Grade-based Metric Loss for Vertebral Fracture Detection
M. Husseini
Anjany Sekuboyina
Maximilian Loeffler
Fernando Navarro
Bjoern Menze
Jan S. Kirschke
51
21
0
18 Aug 2020
Deep Learning to Quantify Pulmonary Edema in Chest Radiographs
Steven Horng
Ruizhi Liao
Xin Wang
Sandeep Dalal
Polina Golland
Seth Berkowitz
61
36
0
13 Aug 2020
Keypoints Localization for Joint Vertebra Detection and Fracture Severity Quantification
Maxim Pisov
V. Kondratenko
Alexey Zakharov
A. Petraikin
V. Gombolevskiy
S. Morozov
Mikhail Belyaev
26
18
0
25 May 2020
CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT
Akshay Smit
Saahil Jain
Pranav Rajpurkar
Anuj Pareek
A. Ng
M. Lungren
MedIm
41
331
0
20 Apr 2020
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images
Anjany Sekuboyina
M. Husseini
Amirhossein Bayat
Maximilian Löffler
Hans Liebl
...
Ben Glocker
A. Valentinitsch
Markus Rempfler
Bjorn H. Menze
Jan S. Kirschke
51
256
0
24 Jan 2020
Analyzing and Improving the Image Quality of StyleGAN
Tero Karras
S. Laine
M. Aittala
Janne Hellsten
J. Lehtinen
Timo Aila
GAN
284
5,815
0
03 Dec 2019
Unsupervised and semi-supervised learning with Categorical Generative Adversarial Networks assisted by Wasserstein distance for dermoscopy image Classification
Xin Yi
Ekta Walia
P. Babyn
GAN
MedIm
55
51
0
10 Apr 2018
Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification
Maayan Frid-Adar
Eyal Klang
Michal Amitai
Jacob Goldberger
H. Greenspan
MedIm
GAN
65
702
0
08 Jan 2018
Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR
Sandra Wachter
Brent Mittelstadt
Chris Russell
MLAU
109
2,354
0
01 Nov 2017
Deep Generative Adversarial Neural Networks for Realistic Prostate Lesion MRI Synthesis
Andy Kitchen
J. Seah
GAN
MedIm
32
27
0
01 Aug 2017
Medical Image Synthesis with Context-Aware Generative Adversarial Networks
Dong Nie
Roger Trullo
Caroline Petitjean
S. Ruan
Dinggang Shen
GAN
MedIm
76
686
0
16 Dec 2016
Deep Unsupervised Learning using Nonequilibrium Thermodynamics
Jascha Narain Sohl-Dickstein
Eric A. Weiss
Niru Maheswaranathan
Surya Ganguli
SyDa
DiffM
301
6,949
0
12 Mar 2015
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