Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Physics, Doctor of Philosophy, Causal Stucture in Networks, Imperial College London
Award Date: 23 May 2017
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Dive into the research topics where James Clough is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology
Clough, J., Byrne, N., Oksuz, I., Zimmer, V., Schnabel, J. & King, A., 4 Sept 2020, In: IEEE Transactions on Pattern Analysis and Machine Intelligence.Research output: Contribution to journal › Article › peer-review
File97 Citations (Scopus)147 Downloads (Pure) -
Detection and correction of cardiac MRI motion artefacts during reconstruction from k-space
Oksuz, I., Clough, J., Ruijsink, B., Puyol-Antón, E., Bustin, A., Cruz, G., Prieto, C., Rueckert, D., King, A. P. & Schnabel, J. A., 10 Oct 2019, (E-pub ahead of print) In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 695-703 9 p.Research output: Contribution to journal › Conference paper › peer-review
Open AccessFile12 Citations (Scopus)365 Downloads (Pure) -
Global and local interpretability for cardiac MRI classification
Clough, J. R., Oksuz, I., Puyol-Antón, E., Ruijsink, B., King, A. P. & Schnabel, J. A., 1 Jan 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings. Shen, D., Yap, P.-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). SPRINGER, p. 656-664 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11767 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
43 Citations (Scopus) -
Left-Ventricle Quantification Using Residual U-Net
Kerfoot, E., Clough, J., Oksuz, I., Lee, J., King, A. P. & Schnabel, J. A., 1 Jan 2019, Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges - 9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018, Revised Selected Papers. Young, A., Rhode, K., Pop, M., Zhao, J., McLeod, K., Li, S., Sermesant, M. & Mansi, T. (eds.). Springer Verlag, p. 371-380 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11395 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
103 Citations (Scopus)