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1911.00515
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The reliability of a deep learning model in clinical out-of-distribution MRI data: a multicohort study
1 November 2019
G. Mårtensson
D. Ferreira
T. Granberg
L. Cavallin
K. Oppedal
A. Padovani
I. Rektorová
L. Bonanni
M. Pardini
M. Kramberger
John-Paul Taylor
J. Hort
J. Snædal
J. Kulisevsky
F. Blanc
A. Antonini
P. Mecocci
B. Vellas
M. Tsolaki
I. Kloszewska
H. Soininen
S. Lovestone
A. Simmons
D. Aarsland
E. Westman
OOD
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Papers citing
"The reliability of a deep learning model in clinical out-of-distribution MRI data: a multicohort study"
11 / 11 papers shown
Title
Ordinal Classification with Distance Regularization for Robust Brain Age Prediction
Jay Shah
M. R. Siddiquee
Yi Su
Teresa Wu
Baoxin Li
OOD
16
2
0
25 Oct 2023
Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial
V. Nemani
Luca Biggio
Xun Huan
Zhen Hu
Olga Fink
Anh Tran
Yan Wang
Xiaoge Zhang
Chao Hu
AI4CE
33
75
0
07 May 2023
FedDAR: Federated Domain-Aware Representation Learning
Aoxiao Zhong
Hao He
Zhaolin Ren
Na Li
Quanzheng Li
OOD
AI4CE
40
9
0
08 Sep 2022
Distributional Gaussian Processes Layers for Out-of-Distribution Detection
S. Popescu
D. Sharp
James H. Cole
Konstantinos Kamnitsas
Ben Glocker
OOD
29
0
0
27 Jun 2022
Data Harmonisation for Information Fusion in Digital Healthcare: A State-of-the-Art Systematic Review, Meta-Analysis and Future Research Directions
Yang Nan
Javier Del Ser
Simon Walsh
Carola Schönlieb
M. Roberts
...
Philippe Lambin
Leonor Cerdá Alberich
L. Martí-Bonmatí
Francisco Herrera
Guang Yang
42
107
0
17 Jan 2022
Interpretability Aware Model Training to Improve Robustness against Out-of-Distribution Magnetic Resonance Images in Alzheimer's Disease Classification
Merel Kuijs
C. Jutzeler
Bastian Alexander Rieck
Sarah C. Brüningk
OOD
21
1
0
15 Nov 2021
Statistical Perspectives on Reliability of Artificial Intelligence Systems
Yili Hong
J. Lian
Li Xu
Jie Min
Yueyao Wang
Laura J. Freeman
Xinwei Deng
33
30
0
09 Nov 2021
Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis
J. Wolleb
Robin Sandkühler
Florentin Bieder
M. Barakovic
N. Hadjikhani
A. Papadopoulou
Ozgur Yaldizli
J. Kuhle
Cristina Granziera
Philippe C. Cattin
OOD
24
8
0
13 Oct 2021
An Empirical Framework for Domain Generalization in Clinical Settings
Haoran Zhang
Natalie Dullerud
Laleh Seyyed-Kalantari
Q. Morris
Shalmali Joshi
Marzyeh Ghassemi
OOD
AI4CE
26
59
0
20 Mar 2021
DeepLesionBrain: Towards a broader deep-learning generalization for multiple sclerosis lesion segmentation
R. A. Kamraoui
Vinh-Thong Ta
T. Tourdias
Boris Mansencal
J. V. Manjón
Pierrick Coupé
OOD
31
50
0
14 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
328
10,621
0
19 Feb 2017
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