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 | 134 | 2016 |
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 | 109 | 2022 |
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 | 102 | 2016 |
U-net vs transformer: Is u-net outdated in medical image registration?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 | 90 | 2022 |
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 | 79 | 2020 |
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 | 71 | 2022 |
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 | 52 | 2022 |
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 | 52 | 2016 |
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 | 34 | 2019 |
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 | 31 | 2018 |
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 | 28 | 2023 |
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 | 21 | 2023 |
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 | 19 | 2016 |
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 | 16 | 2023 |
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 | 16 | 2022 |
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 | 13 | 2023 |
Arbitrary order total variation for deformable image registration J Duan, X Jia, J Bartlett, W Lu, Z Qiu Pattern Recognition 137, 109318, 2023 | 13 | 2023 |
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 | 12 | 2023 |
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 | 11 | 2023 |
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 | 9 | 2023 |