Zhou, Jiang ORCID: 0000-0002-3067-8512, McGuinness, Kevin
ORCID: 0000-0003-1336-6477, Antony, Joseph
ORCID: 0000-0001-6493-7829 and O'Connor, Noel E.
ORCID: 0000-0002-4033-9135
(2022)
A fine grained quality assessment of video anomaly detection.
In: International Conference on Content-based Multimedia Indexing, 14-16 Sept 2022, Graz, Austria.
ISBN 978-1-4503-9720-9
Dietlmeier, Julia ORCID: 0000-0001-9980-0910, Antony, Joseph
ORCID: 0000-0001-6493-7829, McGuinness, Kevin
ORCID: 0000-0003-1336-6477 and O'Connor, Noel E.
ORCID: 0000-0002-4033-9135
(2021)
How important are faces for person re-identification?
In: 25th International Conference on Pattern Recognition (ICPR2020), 10-15 Jan 2021, Milan, Italy (Online).
Marsden, Mark, McGuinness, Kevin ORCID: 0000-0003-1336-6477, Antony, Joseph
ORCID: 0000-0001-6493-7829, Wei, Haolin, Redzic, Milan, Tang, Jian, Hu, Zhilan, Smeaton, Alan F.
ORCID: 0000-0003-1028-8389 and O'Connor, Noel E.
ORCID: 0000-0002-4033-9135
(2020)
Investigating class-level difficulty factors in multi-label classification problems.
In: IEEE International Conference on Multimedia & Expo, 6 - 10 July 2020, London, UK. (Virtual).
Antony, Joseph ORCID: 0000-0001-6493-7829, McGuinness, Kevin
ORCID: 0000-0003-1336-6477, Moran, Kieran
ORCID: 0000-0003-2015-8967 and O'Connor, Noel E.
ORCID: 0000-0002-4033-9135
(2020)
Feature learning to automatically assess radiographic knee osteoarthritis severity.
In: Nanni, Loris, Brahnam, Sheryl, Brattin, Rick, Ghidoni, Stefano and Jain, Lakhmi, (eds.)
Deep Learners and Deep Learner Descriptors for Medical Applications.
Intelligent Systems Reference Library (ISRL), 186
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Springer, 9 -93.
ISBN 978-3-030-42750-4
Gorriz, Marc, Antony, Joseph ORCID: 0000-0001-6493-7829, McGuinness, Kevin
ORCID: 0000-0003-1336-6477, Giró-i-Nieto, Xavier
ORCID: 0000-0002-9935-5332 and O'Connor, Noel E.
ORCID: 0000-0002-4033-9135
(2019)
Assessing knee OA severity with CNN attention-based
end-to-end architectures.
In: International Conference on Medical Imaging with Deep Learning (MIDL 2019), 8 -10 July, 2019, London, UK.
Abedin, Jaynal, Antony, Joseph ORCID: 0000-0001-6493-7829, McGuinness, Kevin
ORCID: 0000-0003-1336-6477, Moran, Kieran
ORCID: 0000-0003-2015-8967, O'Connor, Noel E.
ORCID: 0000-0002-4033-9135, Rebholz-Schuhmann, Dietrich and Newell, John
(2019)
Predicting knee osteoarthritis severity: comparative modeling based on patient's data and plain X-ray images.
Nature Scientific Reports, 9
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pp. 1-12.
ISSN 2045-2322
Antony, Joseph (2018) Automatic quantification of radiographic knee osteoarthritis severity and associated diagnostic features using deep convolutional neural networks. PhD thesis, Dublin City University.
Antony, Joseph ORCID: 0000-0001-6493-7829, McGuinness, Kevin
ORCID: 0000-0003-1336-6477, Moran, Kieran
ORCID: 0000-0003-2015-8967 and O'Connor, Noel E.
ORCID: 0000-0002-4033-9135
(2017)
Automatic detection of joints and quantification of knee osteoarthritis severity using convolutional neural networks.
In: 13th International Conference on Machine Learning and Data Mining, 15-20 July 2017, New York, USA..
ISBN 978-3-319-62416-7
Antony, Joseph, McGuinness, Kevin ORCID: 0000-0003-1336-6477, O'Connor, Noel E.
ORCID: 0000-0002-4033-9135 and Moran, Kieran
ORCID: 0000-0003-2015-8967
(2016)
Quantifying radiographic knee osteoarthritis severity using deep convolutional neural networks.
In: 23rd International Conference on Pattern Recognition, 4-8 Dec. 2016, Cancun, Mexico.
Welch, Neil, Moran, Kieran ORCID: 0000-0003-2015-8967, Antony, Joseph, Richter, Chris
ORCID: 0000-0001-6017-1520, Marshall, Brendan, Coyle, Joe, Falvey, Eanna and Franklyn-Miller, Andrew
ORCID: 0000-0002-7826-2209
(2015)
The effects of a free-weight-based resistance training intervention on pain, squat biomechanics and MRI-defined lumbar fat infiltration and functional cross-sectional area in those with chronic low back.
BMJ Open Sport Exercise Medicine, 2015
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ISSN 2055-7647
Antony, Joseph ORCID: 0000-0001-6493-7829, McGuinness, Kevin
ORCID: 0000-0003-1336-6477, Welch, Neil, Coyle, Joe, Franklyn-Miller, Andrew
ORCID: 0000-0002-7826-2209, O'Connor, Noel E.
ORCID: 0000-0002-4033-9135 and Moran, Kieran
ORCID: 0000-0003-2015-8967
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An interactive segmentation tool for quantifying fat in lumbar muscles using axial lumbar-spine MRI.
IRBM, 37
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ISSN 1959-0318
Antony, Joseph ORCID: 0000-0001-6493-7829, McGuinness, Kevin
ORCID: 0000-0003-1336-6477, Welch, Neil, Coyle, Joe, Franklyn-Miller, Andrew
ORCID: 0000-0002-7826-2209, O'Connor, Noel E.
ORCID: 0000-0002-4033-9135 and Moran, Kieran
ORCID: 0000-0003-2015-8967
(2014)
Fat quantification in MRI-defined lumbar muscles.
In: 4th International Conference on Image Processing Theory, Tools and Applications, 14-17 Oct 2014, Paris, France.