Modelling and theory

Method75 papers

  • Human trial1
  • Humans23
  • Animals1
  • Model organisms1
  • In silico28

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medRxivHumansPreprint

Tool converts plasma pTau217 values across testing platforms

Assays predicted amyloid-beta positivity with AUCs of 0.929 to 0.952, while simulated pTau217 screening cut amyloid PET scans by over 60%.Assays predicted amyloid-beta positivity with AUCs of 0.929 to 0.952, while simulated pTau217 screening cut amyloid PET scans by over 60%.

HGG AdvancesIn silico

Summary-level genetic method improves Alzheimer's risk prediction

The endoPRS-SS framework boosted computational efficiency up to 90-fold while using summary statistics and multiple endophenotypes to improve…The endoPRS-SS framework boosted computational efficiency up to 90-fold while using summary statistics and multiple endophenotypes to improve Alzheimer's disease risk prediction.

InjuryHumans

Age and frailty interaction models predict hip fracture mortality

Across 115,643 patients, predicted 30-day mortality ranged from 0.48% to 32.06% depending on age, frailty, and surgical fixation type.Across 115,643 patients, predicted 30-day mortality ranged from 0.48% to 32.06% depending on age, frailty, and surgical fixation type.

bioRxivHumansPreprint

Mechanistic biological age clock matches PhenoAge in predicting human mortality

The systems pharmacology model splits biological age into organ axes, revealing that pharmacological drops in inflammation may not translate to…The systems pharmacology model splits biological age into organ axes, revealing that pharmacological drops in inflammation may not translate to expected risk reductions.