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Leon Aksman

Assistant Professor of Research Neurology

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Email laksman@usc.edu
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Publications

  • The temporal event-based model: Learning event timelines in progressive diseases Imaging Neurosci (Camb). 2023 Aug 01; 1:1-19. . View in PubMed
  • A data-driven study of Alzheimer’s disease related amyloid and tau pathology progression Brain. 2023 Jul 11. . View in PubMed
  • Comparison of genetic and health risk factors for mild cognitive impairment and Alzheimer’s disease between Hispanic and non-Hispanic white participants Alzheimers Dement. 2023 Apr 27. . View in PubMed
  • Deep phenotyping and genomic data from a nationally representative study on dementia in India Sci Data. 2023 Jan 20; 10(1):45. . View in PubMed
  • Investigating the factors that explain white matter hyperintensity load in older Indians Brain Commun. 2023; 5(1):fcad008. . View in PubMed
  • Event-based modeling in temporal lobe epilepsy demonstrates progressive atrophy from cross-sectional data Epilepsia. 2022 08; 63(8):2081-2095. . View in PubMed
  • Nomograms of human hippocampal volume shifted by polygenic scores Elife. 2022 08 08; 11. . View in PubMed
  • Spatial-Temporal Patterns of ß-Amyloid Accumulation: A Subtype and Stage Inference Model Analysis Neurology. 2022 04 26; 98(17):e1692-e1703. . View in PubMed
  • Association of Amygdala Development With Different Forms of Anxiety in Autism Spectrum Disorder Biol Psychiatry. 2022 06 01; 91(11):977-987. . View in PubMed
  • pySuStaIn: a Python implementation of the Subtype and Stage Inference algorithm SoftwareX. 2021 Dec; 16. . View in PubMed
  • Four distinct trajectories of tau deposition identified in Alzheimer’s disease Nat Med. 2021 05; 27(5):871-881. . View in PubMed
  • Ordinal SuStaIn: Subtype and Stage Inference for Clinical Scores, Visual Ratings, and Other Ordinal Data Front Artif Intell. 2021; 4:613261. . View in PubMed
  • Sequence of clinical and neurodegeneration events in Parkinson’s disease progression Brain. 2021 04 12; 144(3):975-988. . View in PubMed
  • Serial CT analysis in idiopathic pulmonary fibrosis: comparison of visual features that determine patient outcome Thorax. 2020 08; 75(8):648-654. . View in PubMed
  • Robust Markers and Sample Sizes for Multicenter Trials of Huntington Disease Ann Neurol. 2020 05; 87(5):751-762. . View in PubMed
  • A comprehensive analysis of methods for assessing polygenic burden on Alzheimer’s disease pathology and risk beyond APOE Brain Commun. 2020; 2(1):fcz047. . View in PubMed
  • Modeling longitudinal imaging biomarkers with parametric Bayesian multi-task learning Hum Brain Mapp. 2019 09; 40(13):3982-4000. . View in PubMed
  • Making use of longitudinal information in pattern recognition Hum Brain Mapp. 2016 12; 37(12):4385-4404. . View in PubMed

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