Stebėti
Xiaoran Chen
Xiaoran Chen
Sr Data Scientist, Swiss Data Science Center
Patvirtintas el. paštas vision.ee.ethz.ch
Pavadinimas
Cituota
Cituota
Metai
Unsupervised Detection of Lesions in Brain MRI using Constrained Adversarial Auto-encoders
X Chen, E Konukoglu
Medical Imaging with Deep Learning (MIDL), 2018
3392018
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
3132019
Unsupervised lesion detection via image restoration with a normative prior
X Chen, S You, KC Tezcan, E Konukoglu
Medical image analysis 64, 101713, 2020
1042020
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
832019
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
672018
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
632020
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
422020
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
152021
Unsupervised abnormality detection in medical images with deep generative methods
X Chen, E Konukoglu
Biomedical Image Synthesis and Simulation, 303-324, 2022
112022
Unsupervised Lesion Detection with Locally Gaussian Approximation
X Chen, N Pawlowski, B Glocker, E Konukoglu
112019
Normative ascent with local gaussians for unsupervised lesion detection
X Chen, N Pawlowski, B Glocker, E Konukoglu
Medical Image Analysis 74, 102208, 2021
92021
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
42016
15.1. 1 Supervised detection methods
X Chen, E Konukoglu
Biomedical Image Synthesis and Simulation: Methods and Applications, 303, 2022
2022
Unsupervised Abnormality Detection with Auto-encoding Models on Brain MRI Images
X Chen
ETH Zurich, 2021
2021
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