Prediction of Amyloid‐Beta PET Status with a Combination of Digital Clock and Recall, Digital Trail Making Test‐Part B, and Blood‐Based Biomarkers

A multimodal model based on DCR, dTMT-B, ±APOE, and various BBMs had excellent performance in predicting Aβ-PET status, at levels comparable to CSF biomarkers of AD. ML-enabled digital cognitive assessments that leverage process-based metrics, such as the DCR and dTMT-B, enable cost-effective integration into clinical workflows to identify patients who are most likely to have Aβ+ PET status, allowing for prioritizing the most suitable candidates for DMTs.

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Publication Details

Journal
Alzheimer s & Dementia
Published
2025-12-01
DOI
https://doi.org/10.1002/alz70856_107699
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
0.00
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article

Prediction of Amyloid‐Beta PET Status with a Combination of Digital Clock and Recall, Digital Trail Making Test‐Part B, and Blood‐Based Biomarkers

Karl M. Thompson, Ali Seyed Jannati, Connor Higgins, Claudio R Toro‐Serey et al.
Alzheimer s & Dementia
Dementia and Cognitive Impairment Research
article

Prediction of Amyloid‐Beta PET Status with a Combination of Digital Clock and Recall, Digital Trail Making Test‐Part B, and Blood‐Based Biomarkers

Karl M. Thompson, Ali Seyed Jannati, Connor Higgins, Claudio R Toro‐Serey, David Bates, Sean Tobyne, Alvaro Pascual‐Leone
article en

Abstract

A multimodal model based on DCR, dTMT-B, ±APOE, and various BBMs had excellent performance in predicting Aβ-PET status, at levels comparable to CSF biomarkers of AD. ML-enabled digital cognitive assessments that leverage process-based metrics, such as the DCR and dTMT-B, enable cost-effective integration into clinical workflows to identify patients who are most likely to have Aβ+ PET status, allowing for prioritizing the most suitable candidates for DMTs.

Alzheimer s & DementiaVol. 21(S2)
Harvard University (US), Hebrew SeniorLife (US)
Openalex Percentile: Top 28%
Dementia and Cognitive Impairment Research
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Prediction of Amyloid‐Beta PET Status with a Combination of Digital Clock and Recall, Digital Trail Making Test‐Part B, and Blood‐Based Biomarkers — Karl M. Thompson, Ali Seyed Jannati, et al. · Alzheimer s & Dementia (2025) | TGRS Research Map | TGRS