Peter A. Wijeratne

基本信息

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个人简介

I specialise in developing computational models of disease progression, with a focus on probabilistic modelling. I'm particularly interested in modelling neurodevelopment and degeneration from both mechanistic and phenomenological perspectives.

研究兴趣

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Unscrambling Disease Progression at Scale: Fast Inference of Event Permutations with Optimal Transport

Peter A. Wijeratne, Daniel C. Alexander

arxiv（2024）

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Distinct spatiotemporal atrophy patterns in corticobasal syndrome are associated with different underlying pathologies

W J Scotton,C Shand,E G Todd,M Bocchetta,D M Cash,L VandeVrede,H W Heuer,A L Young,N Oxtoby,D C Alexander,J B Rowe,H R Morris, PROSPECT Consortium,A L Boxer, RTNI Consortium,J D Rohrer,P A Wijeratne

medRxiv : the preprint server for health sciences (2024)

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Predicting Huntington’s disease state with ensemble learning & sMRI: more than just the striatum

Maitrei Kohli,Dorian Pustina,John H. Warner,Daniel C. Alexander,Rachael I. Scahill,Cristina Sampaio,Sarah J. Tabrizi,Peter A. Wijeratne

medRxiv (Cold Spring Harbor Laboratory) (2023)

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Subtype and Stage Inference with Timescales

Alexandra L. Young,Leon M. Aksman,Daniel C. Alexander,Peter A. Wijeratne

INFORMATION PROCESSING IN MEDICAL IMAGING, IPMI 2023 (2023): 15-26

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A Data-Driven Study of Alzheimer's Disease Related Amyloid and Tau Pathology Progression

Leon M. Aksman,Neil P. Oxtoby,Marzia A. Scelsi,Peter A. Wijeratne,Alexandra L. Young,Isadora Lopes Alves,Lyduine E. Collij,Jacob W. Vogel,Frederik Barkhof,Daniel C. Alexander,Andre Altmann

BRAINno. 12 (2023): 4935-4948

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Temporal Progression Patterns of White-Matter Degeneration in CBS and PSP Identified with Subtype & Stage Inference (SuStaIn) [Proceedings of the 2021 Young Investigator Award]

Yuya SAITO,Peter A. WIJERATNE,Koji KAMAGATA,Christina ANDICA,Wataru UCHIDA,Toshiaki AKASHI,Akihiko WADA,Masaaki HORI,Shigeki AOKI

Japanese Journal of Magnetic Resonance in Medicineno. 3 (2023): 110-115

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Predicting Huntington's Disease State with Ensemble Learning & Smri: More Than Just the Striatum

Maitrei Kohli, D. Pustina,John H. Warner, Daniel C. Alexander,R. Scahill, C. Sampaio, S. Tabrizi,P. Wijeratne

medRxiv (2023)

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The temporal event-based model: Learning event timelines in progressive diseases

Peter A Wijeratne,Arman Eshaghi,William J Scotton,Maitrei Kohli,Leon Aksman,Neil P Oxtoby,Dorian Pustina,John H Warner,Jane S Paulsen,Rachael I Scahill,Cristina Sampaio,Sarah J Tabrizi,Daniel C Alexander

Imaging neuroscience (Cambridge, Mass.) (2023): 1-19

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论文共 141 篇作者统计合作学者相似作者