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Chen Jin
Chen Jin
Associate Principal AI Scientist, Astrazeneca
在 ucl.ac.uk 的电子邮件经过验证 - 首页
标题
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Disentangling human error from ground truth in segmentation of medical images
L Zhang, R Tanno, MC Xu, C Jin, J Jacob, O Cicarrelli, F Barkhof, ...
NeurIPS 2020 33, 15750-15762, 2020
932020
Learning to Downsample for Segmentation of Ultra-High Resolution Images
C Jin, R Tanno, T Mertzanidou, E Panagiotaki, DC Alexander
ICLR 2022, 2022
332022
Learning to segment when experts disagree
L Zhang, R Tanno, K Bronik, C Jin, P Nachev, F Barkhof, O Ciccarelli, ...
MICCAI (International Conference on Medical Image Computing and Computer …, 2020
212020
Learning from multiple annotators for medical image segmentation
L Zhang, R Tanno, M Xu, Y Huang, K Bronik, C Jin, J Jacob, Y Zheng, ...
Pattern Recognition 138, 109400, 2023
122023
Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation
MC Xu, YK Zhou, C Jin, SB Blumberg, FJ Wilson, M deGroot, ...
MIDL (International Conference on Medical Imaging with Deep Learning), 2022
112022
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-supervised Segmentation
MC Xu, Y Zhou, C Jin, M de Groot, DC Alexander, NP Oxtoby, Y Hu, ...
MICCAI (International Conference on Medical Image Computing and Computer …, 2022
82022
Foveation for segmentation of mega-pixel histology images
C Jin*, R Tanno*, M Xu, T Mertzanidou, DC Alexander
MICCAI (International Conference on Medical Image Computing and Computer …, 2020
8*2020
An image is worth multiple words: Learning object level concepts using multi-concept prompt learning
C Jin, R Tanno, A Saseendran, T Diethe, P Teare
ICML 2024, 2024
62024
Mutation Rate Evolution Drives Immune Escape in Mismatch Repair-Deficient Cancer
H Kayhanian, P Barmpoutis, E Lakatos, W Cross, G Caravagna, L Zapata, ...
bioRxiv, 2022.03. 06.482973, 2022
42022
Expectation maximization pseudo labelling for segmentation with limited annotations
MC Xu, Y Zhou, C Jin, M de Groot, DC Alexander, NP Oxtoby, Y Hu, ...
arXiv preprint ArXiv:2305.01747, 2023
22023
Tackling Structural Hallucination in Image Translation with Local Diffusion
S Kim*, C Jin*, T Diethe, M Figini, HFJ Tregidgo, A Mullokandov, P Teare, ...
ECCV 2024, 2024
12024
Expectation maximization pseudo labels
M Xu, Y Zhou, C Jin, M de Groot, DC Alexander, NP Oxtoby, Y Hu, ...
MIA (Medical Image Analysis) 2024, 103125, 2024
12024
MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels
MC Xu, Y Zhou, C Jin, M De Groot, DC Alexander, NP Oxtoby, J Jacob
TMI (Transactions on Medical Imaging) 2023, 2023
12023
MisMatch: Learning to change predictive confidences with attention for consistency-based, semi-supervised medical image segmentation
MC Xu, YK Zhou, C Jin, SB Blumberg, FJ Wilson, M De Groot, NP Oxtoby, ...
arXiv preprint arXiv:2110.12179, 2021
12021
Homopolymer switches mediate adaptive mutability in mismatch repair-deficient colorectal cancer
H Kayhanian, W Cross, SEM van der Horst, P Barmpoutis, E Lakatos, ...
Nature Genetics, 1-14, 2024
2024
Histo-MRI Study: Mapping mpMRI to Whole Mount Prostatectomy. Update on a Study in Progress
M Mathew, S Singh, T Mertzanidou, S Suman, J Clemente, M Brizmohun, ...
JOURNAL OF PATHOLOGY 261 (SUPPL 1), S53-S53, 2023
2023
Leaning to Segment from Multiple Annotators
L Zhang, R Tanno, M Xu, Y Huang, K Bronik, C Jin, J Jacob, Y Zheng, ...
Pattern Recognition, 2023
2023
Preprint: Mutation Rate Evolution Drives Immune Escape In Mismatch Repair-Deficient Cancer
H Kayhanian, P Barmpoutis, E Lakatos, W Cross, G Caravagna, L Zapata, ...
biorxiv. org, 2022
2022
An Image is Worth Multiple Words: Discovering Object Level Concepts using Multi-Concept Prompt Learning
C Jin, R Tanno, A Saseendran, T Diethe, PA Teare
Forty-first International Conference on Machine Learning, 0
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