Deep Generative Model-based Quality Control for Cardiac MRI Segmentation

Deep Generative Model-based Quality Control for Cardiac MRI Segmentation

23 June 2020

Shuo Wang

Daniel Rueckert

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Papers citing "Deep Generative Model-based Quality Control for Cardiac MRI Segmentation"

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Title
The challenge of uncertainty quantification of large language models in medicine Zahra Atf Seyed Amir Ahmad Safavi-Naini Peter Lewis Aref Mahjoubfar Nariman Naderi Thomas Savage Ali Soroush 78 3 0 07 Apr 2025
Towards Ground-truth-free Evaluation of Any Segmentation in Medical Images Ahjol Senbi Tianyu Huang Fei Lyu Qing Li Yuhui Tao ... Qiang Chen Chengyan Wang Shuo Wang Tao Zhou Yizhe Zhang MedIm 86 1 0 23 Sep 2024
A personalized time-resolved 3D mesh generative model for unveiling normal heart dynamics Mengyun Qiao Kathryn A McGurk Shuo Wang Paul M. Matthews Declan P O Regan Wenjia Bai MedIm AI4CE 456 0 0 20 Sep 2024
HAMIL-QA: Hierarchical Approach to Multiple Instance Learning for Atrial LGE MRI Quality Assessment K. M. A. Sultan Md Hasibul Husain Hisham Benjamin A. Orkild Alan Morris Eugene Kholmovski E. Bieging Eugene Kwan Ravi Ranjan Ed DiBella Shireen Y. Elhabian 36 0 0 09 Jul 2024
Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation M. Zenk David Zimmerer Fabian Isensee Jeremias Traub T. Norajitra Paul F. Jäger Klaus H. Maier-Hein 93 4 0 05 Jun 2024
A comprehensive survey on deep active learning in medical image analysis Haoran Wang Q. Jin Shiman Li Siyu Liu Manning Wang Zhijian Song VLM 121 31 0 22 Oct 2023
Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images M. Beetz Abhirup Banerjee Julius Ossenberg-Engels Vicente Grau 3DV 47 17 0 17 Jul 2023
A quality assurance framework for real-time monitoring of deep learning segmentation models in radiotherapy Xiyao Jin Yao Hao J. Hilliard Zhehao Zhang M. Thomas Hua Li Abhinav K. Jha Geoffrey D. Hugo OOD 73 0 0 19 May 2023
The Extreme Cardiac MRI Analysis Challenge under Respiratory Motion (CMRxMotion) Shuo Wang C. Qin Chengyan Wang Kang Wang Haoran Wang ... Zhang Shi Chenchen Dai Xin Chen He Wang Wenjia Bai 75 13 0 12 Oct 2022
Automated Quality Controlled Analysis of 2D Phase Contrast Cardiovascular Magnetic Resonance Imaging E. Chan Ciara O’Hanlon Carlota Asegurado Marquez Marwenie Petalcorin J. Mariscal-Harana ... Julia A. Schnabel Reza Razavi A. King B. Ruijsink Esther Puyol-Antón 28 4 0 28 Sep 2022
Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets Benjamin Billot C. Magdamo You Cheng S. Arnold Sudeshna Das Juan Eugenio Iglesias 90 108 0 05 Sep 2022
Improved post-hoc probability calibration for out-of-domain MRI segmentation Cheng Ouyang Shuo Wang Chong Chen Zeju Li Wenjia Bai Bernhard Kainz Daniel Rueckert UQCV MedIm 69 4 0 04 Aug 2022
A Decoupled Uncertainty Model for MRI Segmentation Quality Estimation Richard Shaw Carole H. Sudre Sebastien Ourselin M. Jorge Cardoso H. Pemberton UQCV 102 5 0 06 Sep 2021
Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation Shuo Wang C. Qin N. Savioli Chen Chen D. O’Regan S. Cook Yike Guo Daniel Rueckert Wenjia Bai MedIm 41 17 0 08 Jul 2021
Data Assimilation Predictive GAN (DA-PredGAN): applied to determine the spread of COVID-19 Vinicius L. S. Silva Claire E. Heaney Yaqi Li Christopher C. Pain AI4CE 64 23 0 17 May 2021
Collaborative Boundary-aware Context Encoding Networks for Error Map Prediction Zhenxi Zhang Chunna Tian Jiajian Li Zhusi Zhong Zhicheng Jiao Xinbo Gao MedIm 34 9 0 25 Jun 2020