Xiaoran Chen
Xiaoran Chen
Sr Data Scientist, Swiss Data Science Center
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Zitiert von
Zitiert von
Unsupervised Detection of Lesions in Brain MRI using Constrained Adversarial Auto-encoders
X Chen, E Konukoglu
Medical Imaging with Deep Learning (MIDL), 2018
Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach
Y Chen, W Li, X Chen, L Van Gool
IEEE Conference on Computer Vision and Pattern Recognition, 2019
Unsupervised lesion detection via image restoration with a normative prior
X Chen, S You, KC Tezcan, E Konukoglu
Medical image analysis 64, 101713, 2020
Unsupervised Lesion Detection via Image Restoration with a Normative Prior
S You, K Tezcan, X Chen, E Konukoglu
Medical Imaging with Deep Learning (MIDL), 2019
Deep generative models in the real-world: An open challenge from medical imaging
X Chen, N Pawlowski, M Rajchl, B Glocker, E Konukoglu
arXiv preprint arXiv:1806.05452, 2018
Towards good practice for CNN-based monocular depth estimation
Z Fang, X Chen, Y Chen, LV Gool
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2020
Modelling the distribution of 3D brain MRI using a 2D slice VAE
A Volokitin, E Erdil, N Karani, KC Tezcan, X Chen, L Van Gool, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
The OOD blind spot of unsupervised anomaly detection
M Heer, J Postels, X Chen, E Konukoglu, S Albarqouni
Medical Imaging with Deep Learning, 286-300, 2021
Unsupervised Lesion Detection with Locally Gaussian Approximation
X Chen, N Pawlowski, B Glocker, E Konukoglu
Normative ascent with local gaussians for unsupervised lesion detection
X Chen, N Pawlowski, B Glocker, E Konukoglu
Medical Image Analysis 74, 102208, 2021
Unsupervised abnormality detection in medical images with deep generative methods
X Chen, E Konukoglu
Biomedical Image Synthesis and Simulation, 303-324, 2022
Temporal prediction of respiratory motion using a trained ensemble of forecasting methods
X Chen, C Tanner, O Göksel, G Székely, V De Luca
Medical Imaging and Augmented Reality: 7th International Conference, MIAR …, 2016
15.1. 1 Supervised detection methods
X Chen, E Konukoglu
Biomedical Image Synthesis and Simulation: Methods and Applications, 303, 2022
Unsupervised Abnormality Detection with Auto-encoding Models on Brain MRI Images
X Chen
ETH Zurich, 2021
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