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  • Currently displaying 201 - 220 of 1413 publications
Semi-Supervised Superpixel-Based Multi-Feature Graph Learning for Hyperspectral Image Data
MS Kotzagiannidis, C-B Schönlieb
– 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, C-B 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)
Optimal subgroup selection
HWJ Reeve, TI Cannings, RJ Samworth
(2021)
(link to publication)
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)
Learning optical flow for fast MRI reconstruction
T Schmoderer, AI Aviles-Rivero, V Corona, N Debroux, C-B Schönlieb
– Inverse Problems
(2021)
37,
095007
(doi: 10.1088/1361-6420/ac164a)
Radiological tumour classification across imaging modality and histology
J Wu, C Li, M Gensheimer, S Padda, F Kato, H Shirato, Y Wei, C-B Schönlieb, SJ Price, D Jaffray, J Heymach, JW Neal, BW Loo, H Wakelee, M Diehn, R Li
– Nature machine intelligence
(2021)
3,
787
(doi: 10.1038/s42256-021-00377-0)
Pericoronary and periaortic adipose tissue density are associated with inflammatory disease activity in Takayasu arteritis and atherosclerosis
C Wall, Y Huang, E Le, A Corovic, C Uy, D Gopalan, C Ma, R Manavaki, T Fryer, L Aloj, M Graves, E Tombetti, B Ariff, P Bambrough, SP Hoole, R Rusk, D Jayne, M Dweck, D Newby, Z Fayad, M Bennett, J Peters, P Slomka, D Dey, J Mason, J Rudd, J Tarkin
– European heart journal open
(2021)
1,
oeab019
(doi: 10.1093/ehjopen/oeab019)
EQUILIBRIA OF AN ANISOTROPIC NONLOCAL INTERACTION EQUATION: ANALYSIS AND NUMERICS
JA Carrillo, B Düring, LM Kreusser, C-B Schönlieb
– Discrete and Continuous Dynamical Systems
(2021)
41,
3985
(doi: 10.3934/dcds.2021025)
Editorial: Memorial issue for Charles Stein
RJ Samworth, M Yuan
– The Annals of Statistics
(2021)
49,
1811
(doi: 10.1214/21-aos2110)
A deep-learning pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneumonia from chest X-ray images (vol 5, pg 509, 2021)
G Wang, X Liu, J Shen, C Wang, Z Li, L Ye, X Wu, T Chen, K Wang, X Zhang, Z Zhou, J Yang, Y Sang, R Deng, W Liang, T Yu, M Gao, J Wang, Z Yang, H Cai, G Lu, L Zhang, L Yang, W Xu, W Wang, A Olvera, I Ziyar, C Zhang, O Li, W Liao, J Liu, W Chen, W Chen, J Shi, L Zheng, L Zhang, Z Yan, X Zou, G Lin, G Cao, LL Lau, L Mo, Y Liang, M Roberts, E Sala, C-B Schönlieb, M Fok, JY-N Lau, T Xu, J He, K Zhang, W Li, T Lin
– Nature Biomedical Engineering
(2021)
5,
943
(doi: 10.17863/CAM.74831)
A Geometric Integration Approach to Nonsmooth, Nonconvex Optimisation
ES Riis, MJ Ehrhardt, GRW Quispel, C-B Schönlieb
– Foundations of Computational Mathematics
(2021)
22,
1351
(doi: 10.1007/s10208-020-09489-2)
Equivariant neural networks for inverse problems
E Celledoni, MJ Ehrhardt, C Etmann, B Owren, C-B Schönlieb, F Sherry
– Inverse Problems
(2021)
37,
085006
(doi: 10.1088/1361-6420/ac104f)
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning
M van Eijnatten, L Rundo, KJ Batenburg, F Lucka, E Beddowes, C Caldas, FA Gallagher, E Sala, C-B Schönlieb, R Woitek
– Comput Methods Programs Biomed
(2021)
208,
106261
(doi: 10.1016/j.cmpb.2021.106261)
Efficient Global Optimization of Non-Differentiable, Symmetric Objectives for Multi Camera Placement
ML Hänel, C-B Schönlieb
– IEEE Sensors Journal
(2021)
22,
5278
(doi: 10.1109/jsen.2021.3086037)
Choose Your Path Wisely: Gradient Descent in a Bregman Distance Framework
M Benning, MM Betcke, MJ Ehrhardt, C-B Schönlieb
– SIAM Journal on Imaging Sciences
(2021)
14,
814
(doi: 10.1137/20M1357500)
Redevelopment of the Predict: Breast Cancer website and recommendations for developing interfaces to support decision-making
GD Farmer, M Pearson, WJ Skylark, ALJ Freeman, DJ Spiegelhalter
– Cancer Medicine
(2021)
10,
5141
(doi: 10.1002/cam4.4072)
HERS Superpixels: Deep Affinity Learning for Hierarchical Entropy Rate Segmentation.
H Peng, AI Aviles-Rivero, C-B Schönlieb
– arXiv
(2021)
abs/2106.03755,
72
(doi: 10.1109/WACV51458.2022.00015)
Deep learning as optimal control problems
M Benning, E Celledoni, MJ Ehrhardt, B Owren, C-B Schönlieb
– IFAC-PapersOnLine
(2021)
54,
620
(doi: 10.1016/j.ifacol.2021.06.124)
Structure-preserving deep learning
E CELLEDONI, MJ EHRHARDT, C ETMANN, RI MCLACHLAN, B OWREN, C-B SCHONLIEB, F SHERRY
– European Journal of Applied Mathematics
(2021)
32,
888
(doi: 10.1017/s0956792521000139)

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