Clough J - Search Results

1

A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography.

Fuin N, Bustin A, Küstner T, Oksuz I, Clough J, King AP, Schnabel JA, Botnar RM, Prieto C. Fuin N, et al. Among authors: clough j. Magn Reson Imaging. 2020 Jul;70:155-167. doi: 10.1016/j.mri.2020.04.007. Epub 2020 Apr 27. Magn Reson Imaging. 2020. PMID: 32353528

2

Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning.

Oksuz I, Ruijsink B, Puyol-Antón E, Clough JR, Cruz G, Bustin A, Prieto C, Botnar R, Rueckert D, Schnabel JA, King AP. Oksuz I, et al. Med Image Anal. 2019 Jul;55:136-147. doi: 10.1016/j.media.2019.04.009. Epub 2019 Apr 22. Med Image Anal. 2019. PMID: 31055126 Free PMC article.

3

Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation.

Oksuz I, Clough JR, Ruijsink B, Anton EP, Bustin A, Cruz G, Prieto C, King AP, Schnabel JA. Oksuz I, et al. IEEE Trans Med Imaging. 2020 Dec;39(12):4001-4010. doi: 10.1109/TMI.2020.3008930. Epub 2020 Nov 30. IEEE Trans Med Imaging. 2020. PMID: 32746141

4

Mechanically Powered Motion Imaging Phantoms: Proof of Concept.

Gomez A, King AP, Schnabel JA, Schmitz C, Henningsson M, Housden J, Noh Y, Zimmer VA, Clough JR, Oksuz I, Toussaint N. Gomez A, et al. Among authors: clough jr. Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul;2019:2723-2726. doi: 10.1109/EMBC.2019.8856577. Annu Int Conf IEEE Eng Med Biol Soc. 2019. PMID: 31946457

5

A Persistent Homology-Based Topological Loss Function for Multi-class CNN Segmentation of Cardiac MRI.

Byrne N, Clough JR, Montana G, King AP. Byrne N, et al. Stat Atlases Comput Models Heart. 2020;2020:3-13. doi: 10.1007/978-3-030-68107-4_1. Epub 2021 Jan 29. Stat Atlases Comput Models Heart. 2020. PMID: 34109327 Free PMC article.

6

Respiration resolved imaging with continuous stable state 2D acquisition using linear frequency SWEEP.

Jackson LH, Price AN, Hutter J, Ho A, Roberts TA, Slator PJ, Clough JR, Deprez M, McCabe L, Malik SJ, Chappell L, Rutherford MA, Hajnal JV. Jackson LH, et al. Among authors: clough jr. Magn Reson Med. 2019 Nov;82(5):1631-1645. doi: 10.1002/mrm.27834. Epub 2019 Jun 10. Magn Reson Med. 2019. PMID: 31183892 Free PMC article.

7

Weighted Manifold Alignment using Wave Kernel Signatures for Aligning Medical Image Datasets.

Clough JR, Balfour DR, Cruz G, Marsden PK, Prieto C, Reader AJ, King AP. Clough JR, et al. IEEE Trans Pattern Anal Mach Intell. 2020 Apr;42(4):988-997. doi: 10.1109/TPAMI.2019.2891600. Epub 2019 Jan 9. IEEE Trans Pattern Anal Mach Intell. 2020. PMID: 30629492

8

A Topological Loss Function for Deep-Learning Based Image Segmentation Using Persistent Homology.

Clough JR, Byrne N, Oksuz I, Zimmer VA, Schnabel JA, King AP. Clough JR, et al. IEEE Trans Pattern Anal Mach Intell. 2022 Dec;44(12):8766-8778. doi: 10.1109/TPAMI.2020.3013679. Epub 2022 Nov 7. IEEE Trans Pattern Anal Mach Intell. 2022. PMID: 32886606 Free PMC article.

9

Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction.

Puyol-Antón E, Chen C, Clough JR, Ruijsink B, Sidhu BS, Gould J, Porter B, Elliott M, Mehta V, Rueckert D, Rinaldi CA, King AP. Puyol-Antón E, et al. Among authors: clough jr. Med Image Comput Comput Assist Interv. 2020;2020:284-293. doi: 10.1007/978-3-030-59710-8_28. Epub 2020 Sep 29. Med Image Comput Comput Assist Interv. 2020. PMID: 34109325 Free PMC article.

10

A Persistent Homology-Based Topological Loss for CNN-Based Multiclass Segmentation of CMR.

Byrne N, Clough JR, Valverde I, Montana G, King AP. Byrne N, et al. IEEE Trans Med Imaging. 2023 Jan;42(1):3-14. doi: 10.1109/TMI.2022.3203309. Epub 2022 Dec 29. IEEE Trans Med Imaging. 2023. PMID: 36044487 Free PMC article.

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