Code for: GRAD: A Two-Stage Machine Learning Algorithm Resolves the Plasma p-Tau217 Diagnostic Gray Zone for Amyloid PET Prediction
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| Natura: | Recurso digital |
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Zenodo
2026
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| _version_ | 1866901575870447616 |
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| author | Parankusham, Harthik Vanderlip, Casey Birkenbihl, Colin Jan Krishna, Eashwar Ugboaja, Chizobam Budson, Andrew Frank, Brandon |
| author_facet | Parankusham, Harthik Vanderlip, Casey Birkenbihl, Colin Jan Krishna, Eashwar Ugboaja, Chizobam Budson, Andrew Frank, Brandon |
| contents | Two-stage diagnostic algorithm (Gatekeeper-Reflex for Alzheimer's Diagnostics) that resolves diagnostic uncertainty in plasma p-tau217 testing by combining a univariate logistic regression screen with a multi-marker random forest classifier for gray zone cases. |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19639295 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Code for: GRAD: A Two-Stage Machine Learning Algorithm Resolves the Plasma p-Tau217 Diagnostic Gray Zone for Amyloid PET Prediction Parankusham, Harthik Vanderlip, Casey Birkenbihl, Colin Jan Krishna, Eashwar Ugboaja, Chizobam Budson, Andrew Frank, Brandon Alzheimer's disease plasma biomarkers p-tau217 amyloid PET machine learning clinical decision support diagnostic gray zone Two-stage diagnostic algorithm (Gatekeeper-Reflex for Alzheimer's Diagnostics) that resolves diagnostic uncertainty in plasma p-tau217 testing by combining a univariate logistic regression screen with a multi-marker random forest classifier for gray zone cases. |
| title | Code for: GRAD: A Two-Stage Machine Learning Algorithm Resolves the Plasma p-Tau217 Diagnostic Gray Zone for Amyloid PET Prediction |
| topic | Alzheimer's disease plasma biomarkers p-tau217 amyloid PET machine learning clinical decision support diagnostic gray zone |
| url | https://doi.org/10.5281/zenodo.19639295 |