Machine learning for the prediction of amyloid PET positivity using plasma biomarkers, cognition, APOE genotype, and structural imaging Article

Yan Liang, Thony, Cui, Xueting, Adeyosoye, Micheal et al. (2026). Machine learning for the prediction of amyloid PET positivity using plasma biomarkers, cognition, APOE genotype, and structural imaging . FRONTIERS IN NEUROSCIENCE, 20 10.3389/fnins.2026.1905974

cited authors

  • Yan Liang, Thony; Cui, Xueting; Adeyosoye, Micheal; Okino Sawada, Luana; Cabrerizo, Mercedes; Cid, Rosie E Curiel; Barreto, Armando; Rishe, Naphtali; Loewenstein, David A; Duara, Ranjan; Adjouadi, Malek

authors

publication date

  • August 17, 2026

published in

keywords

  • ADNI
  • ALZHEIMERS-DISEASE
  • Alzheimer's disease
  • Life Sciences & Biomedicine
  • MRI
  • Neurosciences
  • Neurosciences & Neurology
  • Science & Technology
  • amyloid PET
  • explainable artificial intelligence
  • machine learning
  • p-tau217
  • plasma biomarkers

Digital Object Identifier (DOI)

publisher

  • FRONTIERS MEDIA SA

volume

  • 20