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  • Currently displaying 81 - 100 of 270 publications
A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation
R Ke, AI Aviles-Rivero, S Pandey, S Reddy, C-B Schonlieb
– IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
(2022)
31,
1805
(doi: 10.1109/TIP.2022.3144036)
AI-Based Reconstruction for Fast MRI—A Systematic Review and Meta-Analysis
Y Chen, CB Schonlieb, P Lio, T Leiner, PL Dragotti, G Wang, D Rueckert, D Firmin, G Yang
– Proceedings of the IEEE
(2022)
110,
224
(doi: 10.1109/jproc.2022.3141367)
Learning Hamiltonians of constrained mechanical systems
E Celledoni, A Leone, D Murari, B Owren
(2022)
(link to publication)
AI and Point of Care Image Analysis for COVID-19
M Roberts, O Frank, S Bagon, YC Eldar, CB Schönlieb
(2022)
85
(doi: 10.1007/978-3-031-08506-2_4)
On Biased Stochastic Gradient Estimation
D Driggs, J Liang, CB Schönlieb
– Journal of Machine Learning Research
(2022)
23,
TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems
K Wei, A Aviles-Rivero, J Liang, Y Fu, H Huang, CB Schonlieb
– Journal of Machine Learning Research
(2022)
23,
ARTN 1
(link to publication)
Preface
G Yang, A Aviles-Rivero, M Roberts, CB Schönlieb
– Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
(2022)
13413 LNCS,
v
Medical Image Understanding and Analysis
(2022)
(doi: 10.1007/978-3-031-12053-4)
Estimation of the zero-pressure computational start shape of atherosclerotic plaques: Improving the backward displacement method with deformation gradient tensor.
Y Huang, S Wang, T Luo, MH-F Du, C Sun, U Sadat, C-B Schönlieb, JH Gillard, J Zhang, Z Teng
– J Biomech
(2021)
131,
110910
(doi: 10.1016/j.jbiomech.2021.110910)
Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence.
X Bai, H Wang, L Ma, Y Xu, J Gan, Z Fan, F Yang, K Ma, J Yang, S Bai, C Shu, X Zou, R Huang, C Zhang, X Liu, D Tu, C Xu, W Zhang, X Wang, A Chen, Y Zeng, D Yang, M-W Wang, N Holalkere, NJ Halin, IR Kamel, J Wu, X Peng, X Wang, J Shao, P Mongkolwat, J Zhang, W Liu, M Roberts, Z Teng, L Beer, L Escudero Sanchez, E Sala, D Rubin, A Weller, J Lasenby, C Zheng, J Wang, Z Li, C-B Schönlieb, T Xia
– Nature Machine Intelligence
(2021)
3,
1081
(doi: 10.1038/s42256-021-00421-z)
Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence.
X Bai, H Wang, L Ma, Y Xu, J Gan, Z Fan, F Yang, K Ma, J Yang, S Bai, C Shu, X Zou, R Huang, C Zhang, X Liu, D Tu, C Xu, W Zhang, X Wang, A Chen, Y Zeng, D Yang, M-W Wang, N Holalkere, NJ Halin, IR Kamel, J Wu, X Peng, X Wang, J Shao, P Mongkolwat, J Zhang, W Liu, M Roberts, Z Teng, L Beer, LE Sanchez, E Sala, DL Rubin, A Weller, J Lasenby, C Zheng, J Wang, Z Li, C Schönlieb, T Xia
– Nat Mach Intell
(2021)
3,
1081
(doi: 10.1038/s42256-021-00421-z)
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation
M Yeung, E Sala, C-B Schönlieb, L Rundo
– Computerized Medical Imaging and Graphics
(2021)
95,
102026
(doi: 10.1016/j.compmedimag.2021.102026)
Late Breaking Abstract - Fully automated airway measurement correlates with radiological disease progression in Idiopathic Pulmonary Fibrosis
M Roberts, K Kirov, T Mclellan, E Morgan, F Kanavati, D Gallagher, P Molyneaux, C-B Schonlieb, A Ruggiero, M Thillai
– m-Health/e-health
(2021)
58,
oa3951
(doi: 10.1183/13993003.congress-2021.oa3951)
S $^3$ Net: Self-Supervised Self-Ensembling Network for Semi-Supervised RGB-D Salient Object Detection
L Zhu, X Wang, P Li, X Yang, Q Zhang, W Wang, CB Schonlieb, CLP Chen
– IEEE Transactions on Multimedia
(2021)
25,
676
(doi: 10.1109/tmm.2021.3129730)
Label-Free Prediction of Cell Painting from Brightfield Images
J Cross-Zamirski, E Mouchet, G Williams, C-B Schönlieb, R Turkki, Y Wang
(2021)
(doi: 10.1101/2021.11.05.467394)
Enhancing the spatial resolution of hyperpolarized carbon‐13 MRI of human brain metabolism using structure guidance
MJ Ehrhardt, FA Gallagher, MA McLean, C-B Schönlieb
– Magn Reson Med
(2021)
87,
1301
(doi: 10.1002/mrm.29045)
Semi-Supervised Superpixel-Based Multi-Feature Graph Learning for Hyperspectral Image Data
MS Kotzagiannidis, CB Schonlieb
– IEEE Transactions on Geoscience and Remote Sensing
(2021)
60,
1
(doi: 10.1109/tgrs.2021.3112298)
BrainNetGAN: Data Augmentation of Brain Connectivity Using Generative Adversarial Network for Dementia Classification
C Li, Y Wei, X Chen, CB Schönlieb
– Lecture Notes in Computer Science
(2021)
13003,
103
(doi: 10.1007/978-3-030-88210-5_9)
Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy.
M Yeung, E Sala, C-B Schönlieb, L Rundo
– Comput Biol Med
(2021)
137,
104815
(doi: 10.1016/j.compbiomed.2021.104815)
GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays
AI Aviles-Rivero, P Sellars, C-B Schönlieb, N Papadakis
– Pattern Recognit
(2021)
122,
108274
(doi: 10.1016/j.patcog.2021.108274)

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