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Wenqi Lu
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Implementation of high‐order variational models made easy for image processing
W Lu, J Duan, Z Qiu, Z Pan, RW Liu, L Bai
Mathematical Methods in the Applied Sciences 39 (14), 4208-4233, 2016
1342016
SlideGraph+: Whole slide image level graphs to predict HER2 status in breast cancer
W Lu, M Toss, M Dawood, E Rakha, N Rajpoot, F Minhas
Medical Image Analysis 80, 102486, 2022
1092022
Denoising optical coherence tomography using second order total generalized variation decomposition
J Duan, W Lu, C Tench, I Gottlob, F Proudlock, NN Samani, L Bai
Biomedical Signal Processing and Control 24, 120-127, 2016
1022016
U-net vs transformer: Is u-net outdated in medical image registration?
X Jia, J Bartlett, T Zhang, W Lu, Z Qiu, J Duan
International Workshop on Machine Learning in Medical Imaging, 151-160, 2022
902022
Capturing cellular topology in multi-gigapixel pathology images
W Lu, S Graham, M Bilal, N Rajpoot, F Minhas
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
792020
TIAToolbox as an end-to-end library for advanced tissue image analytics
J Pocock, S Graham, QD Vu, M Jahanifar, S Deshpande, ...
Nature Communications medicine 2 (1), 120, 2022
712022
Semantic annotation for computational pathology: multidisciplinary experience and best practice recommendations
N Wahab, IM Miligy, K Dodd, H Sahota, M Toss, W Lu, M Jahanifar, ...
The Journal of Pathology: Clinical Research 8 (2), 116-128, 2022
522022
An edge-weighted second order variational model for image decomposition
J Duan, Z Qiu, W Lu, G Wang, Z Pan, L Bai
Digital Signal Processing 49, 162-181, 2016
522016
Graph- and finite element-based total variation models for the inverse problem in diffuse optical tomography
W Lu, J Duan, D Orive-Miguel, L Herve, IB Styles
Biomedical Optics Express 10 (6), 2684-2707, 2019
342019
L1-norm based nonlinear reconstruction improves quantitative accuracy of spectral diffuse optical tomography
W Lu, D Lighter, IB Styles
Biomedical optics express 9 (4), 1423-1444, 2018
312018
Fourier-net: Fast image registration with band-limited deformation
X Jia, J Bartlett, W Chen, S Song, T Zhang, X Cheng, W Lu, Z Qiu, J Duan
Proceedings of the AAAI Conference on Artificial Intelligence 37 (1), 1015-1023, 2023
282023
Screening of normal endoscopic large bowel biopsies with interpretable graph learning: a retrospective study
S Graham, F Minhas, M Bilal, M Ali, YW Tsang, M Eastwood, N Wahab, ...
Gut 72 (9), 1709-1721, 2023
212023
New second order Mumford–Shah model based on Γ-convergence approximation for image processing
J Duan, W Lu, Z Pan, L Bai
Infrared Physics & Technology 76, 641-647, 2016
192016
Evaluation of tumour infiltrating lymphocytes in luminal breast cancer using artificial intelligence
S Makhlouf, N Wahab, M Toss, A Ibrahim, AG Lashen, NM Atallah, ...
British Journal of Cancer 129 (11), 1747-1758, 2023
162023
AI based pre-screening of large bowel cancer via weakly supervised learning of colorectal biopsy histology images
M Bilal, YW Tsang, M Ali, S Graham, E Hero, N Wahab, K Dodd, H Sahota, ...
medRxiv, 2022.02. 28.22271565, 2022
162022
Fourier-net+: Leveraging band-limited representation for efficient 3d medical image registration
X Jia, A Thorley, A Gomez, W Lu, D Kotecha, J Duan
arXiv preprint arXiv:2307.02997, 2023
132023
Arbitrary order total variation for deformable image registration
J Duan, X Jia, J Bartlett, W Lu, Z Qiu
Pattern Recognition 137, 109318, 2023
132023
Development and validation of artificial intelligence-based prescreening of large-bowel biopsies taken in the UK and Portugal: a retrospective cohort study
M Bilal, YW Tsang, M Ali, S Graham, E Hero, N Wahab, K Dodd, H Sahota, ...
The Lancet Digital Health 5 (11), e786-e797, 2023
122023
AI-enabled routine H&E image based prognostic marker for early-stage luminal breast cancer
N Wahab, M Toss, IM Miligy, M Jahanifar, NM Atallah, W Lu, S Graham, ...
npj Precision Oncology 7 (1), 122, 2023
112023
AI‐based intra‐tumor heterogeneity score of Ki67 expression as a prognostic marker for early‐stage ER+/HER2− breast cancer
W Lu, AG Lashen, N Wahab, IM Miligy, M Jahanifar, M Toss, S Graham, ...
The Journal of Pathology: Clinical Research, 2023
92023
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