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Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data
Eshaghi, Arman, Young, Alexandra L., Wijeratne, Peter A., Prados, Ferran, Arnold, Douglas L., Narayanan, Sridar, Guttmann, Charles R. G., Barkhof, Frederik, Alexander, Daniel C., Thompson, Alan J., Chard, Declan, Ciccarelli, Olga
Published in Nature communications (06.04.2021)
Published in Nature communications (06.04.2021)
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Journal Article
A Validated Multiscale In-Silico Model for Mechano-sensitive Tumour Angiogenesis and Growth
Vavourakis, Vasileios, Wijeratne, Peter A., Shipley, Rebecca, Loizidou, Marilena, Stylianopoulos, Triantafyllos, Hawkes, David J.
Published in PLoS computational biology (01.01.2017)
Published in PLoS computational biology (01.01.2017)
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Journal Article
pySuStaIn: A Python implementation of the Subtype and Stage Inference algorithm
Aksman, Leon M., Wijeratne, Peter A., Oxtoby, Neil P., Eshaghi, Arman, Shand, Cameron, Altmann, Andre, Alexander, Daniel C., Young, Alexandra L.
Published in SoftwareX (01.12.2021)
Published in SoftwareX (01.12.2021)
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Journal Article
Multiscale biphasic modelling of peritumoural collagen microstructure: The effect of tumour growth on permeability and fluid flow
Wijeratne, Peter A., Hipwell, John H., Hawkes, David J., Stylianopoulos, Triantafyllos, Vavourakis, Vasileios
Published in PloS one (13.09.2017)
Published in PloS one (13.09.2017)
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Journal Article
Ranking the Predictive Power of Clinical and Biological Features Associated With Disease Progression in Huntington's Disease
Ghazaleh, Naghmeh, Houghton, Richard, Palermo, Giuseppe, Schobel, Scott A., Wijeratne, Peter A., Long, Jeffrey D.
Published in Frontiers in neurology (20.05.2021)
Published in Frontiers in neurology (20.05.2021)
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Journal Article
Temporal Progression Patterns of Brain Atrophy in Corticobasal Syndrome and Progressive Supranuclear Palsy Revealed by Subtype and Stage Inference (SuStaIn)
Saito, Yuya, Kamagata, Koji, Wijeratne, Peter A., Andica, Christina, Uchida, Wataru, Takabayashi, Kaito, Fujita, Shohei, Akashi, Toshiaki, Wada, Akihiko, Shimoji, Keigo, Hori, Masaaki, Masutani, Yoshitaka, Alexander, Daniel C., Aoki, Shigeki
Published in Frontiers in neurology (25.02.2022)
Published in Frontiers in neurology (25.02.2022)
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Journal Article
Ordinal SuStaIn: Subtype and Stage Inference for Clinical Scores, Visual Ratings, and Other Ordinal Data
Young, Alexandra L., Vogel, Jacob W., Aksman, Leon M., Wijeratne, Peter A., Eshaghi, Arman, Oxtoby, Neil P., Williams, Steven C. R., Alexander, Daniel C.
Published in Frontiers in artificial intelligence (12.08.2021)
Published in Frontiers in artificial intelligence (12.08.2021)
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Journal Article
Author Correction: Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data
Eshaghi, Arman, Young, Alexandra L., Wijeratne, Peter A., Prados, Ferran, Arnold, Douglas L., Narayanan, Sridar, Guttmann, Charles R. G., Barkhof, Frederik, Alexander, Daniel C., Thompson, Alan J., Chard, Declan, Ciccarelli, Olga
Published in Nature communications (20.05.2021)
Published in Nature communications (20.05.2021)
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Journal Article
Revealing the Timeline of Structural MRI Changes in Premanifest to Manifest Huntington Disease
Wijeratne, Peter A., Garbarino, Sara, Gregory, Sarah, Johnson, Eileanoir B., Scahill, Rachael I., Paulsen, Jane S., Tabrizi, Sarah J., Lorenzi, Marco, Alexander, Daniel C.
Published in Neurology. Genetics (01.10.2021)
Published in Neurology. Genetics (01.10.2021)
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Journal Article
An image‐based model of brain volume biomarker changes in Huntington's disease
Wijeratne, Peter A., Young, Alexandra L., Oxtoby, Neil P., Marinescu, Razvan V., Firth, Nicholas C., Johnson, Eileanoir B., Mohan, Amrita, Sampaio, Cristina, Scahill, Rachael I., Tabrizi, Sarah J., Alexander, Daniel C.
Published in Annals of clinical and translational neurology (01.05.2018)
Published in Annals of clinical and translational neurology (01.05.2018)
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Journal Article
A Multi-Study Model-Based Evaluation of the Sequence of Imaging and Clinical Biomarker Changes in Huntington’s Disease
Wijeratne, Peter A., Johnson, Eileanoir B., Gregory, Sarah, Georgiou-Karistianis, Nellie, Paulsen, Jane S., Scahill, Rachael I., Tabrizi, Sarah J., Alexander, Daniel C.
Published in Frontiers in big data (05.08.2021)
Published in Frontiers in big data (05.08.2021)
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Journal Article
SuStaInを用いた大脳皮質基底核症候群及び進行性核上性麻痺における白質変性の時間的進行パターンの推定[国際飛躍賞記録]
斎藤, 勇哉, Andica, Christina, 明石, 俊昭, 内田, 航, 和田, 昭彦, 堀, 正明, 鎌形, 康司, Wijeratne, Peter A., 青木, 茂樹
Published in 日本磁気共鳴医学会雑誌 (15.08.2023)
Published in 日本磁気共鳴医学会雑誌 (15.08.2023)
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Journal Article
Temporal Progression Patterns of White-Matter Degeneration in CBS and PSP Identified with Subtype & Stage Inference (SuStaIn) [Proceedings of the 2021 Young Investigator Award]
AOKI, Shigeki, ANDICA, Christina, KAMAGATA, Koji, AKASHI, Toshiaki, HORI, Masaaki, UCHIDA, Wataru, WIJERATNE, Peter A., WADA, Akihiko, SAITO, Yuya
Published in Japanese Journal of Magnetic Resonance in Medicine (15.08.2023)
Published in Japanese Journal of Magnetic Resonance in Medicine (15.08.2023)
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Journal Article
Temporal Progression Patterns of White-Matter Degeneration in CBS and PSP Identified with Subtype & Stage Inference (SuStaIn) [Proceedings of the 2021 Young Investigator Award]
AOKI, Shigeki, ANDICA, Christina, KAMAGATA, Koji, AKASHI, Toshiaki, HORI, Masaaki, UCHIDA, Wataru, WIJERATNE, Peter A., WADA, Akihiko, SAITO, Yuya
Published in Japanese Journal of Magnetic Resonance in Medicine (2023)
Published in Japanese Journal of Magnetic Resonance in Medicine (2023)
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Journal Article
A data-driven study of Alzheimer's disease related amyloid and tau pathology progression
Aksman, Leon M, Oxtoby, Neil P, Scelsi, Marzia A, Wijeratne, Peter A, Young, Alexandra L, Alves, Isadora Lopes, Collij, Lyduine E, Vogel, Jacob W, Barkhof, Frederik, Alexander, Daniel C, Altmann, Andre
Published in Brain (London, England : 1878) (01.12.2023)
Published in Brain (London, England : 1878) (01.12.2023)
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Journal Article
Sequence of clinical and neurodegeneration events in Parkinson’s disease progression
Oxtoby, Neil P, Leyland, Louise-Ann, Aksman, Leon M, Thomas, George E C, Bunting, Emma L, Wijeratne, Peter A, Young, Alexandra L, Zarkali, Angelika, Tan, Manuela M X, Bremner, Fion D, Keane, Pearse A, Morris, Huw R, Schrag, Anette E, Alexander, Daniel C, Weil, Rimona S
Published in Brain (London, England : 1878) (12.04.2021)
Published in Brain (London, England : 1878) (12.04.2021)
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Journal Article