Bibliographische Detailangaben
| Titel: |
SHAP explainer for Case Study A. |
| Autoren: |
Nathan C. Hurley, Nihar Desai, Sanket S. Dhruva, Rohan Khera, Wade Schulz, Chenxi Huang, Jeptha Curtis, Frederick Masoudi, John Rumsfeld, Sahand Negahban, Harlan M. Krumholz, Bobak J. Mortazavi |
| Publikationsjahr: |
2025 |
| Schlagwörter: |
Medicine, Biotechnology, Science Policy, Mental Health, Hematology, Infectious Diseases, past medical history, key decision points, individualized care throughout, experienced bleeds ), 712 patients classified, percutaneous coronary intervention, closure method categories, update risk prediction, date risk prediction, date risk information, 170 pcis performed, newly available data, using data available, 3 %) remaining, estimate evolving risk, data available, laboratory data, coronary anatomy, closure device, 7 %), risk requires, moderate risk, low risk, index pcis |
| Beschreibung: |
At each model stage, the prediction is created by summing each variable contribution to risk. Variables on the left (red) are contribute to an increased risk of bleeding, while variables on the right (blue) contribute to a decreased risk of bleeding. Variables are organized such that those providing the strongest change to risk are at the center, with variables providing smaller changes to risk at the outside. (DOCX) |
| Publikationsart: |
article in journal/newspaper |
| Sprache: |
unknown |
| Relation: |
https://figshare.com/articles/journal_contribution/SHAP_explainer_for_Case_Study_A_/29404541 |
| DOI: |
10.1371/journal.pdig.0000906.s025 |
| Verfügbarkeit: |
https://doi.org/10.1371/journal.pdig.0000906.s025
https://figshare.com/articles/journal_contribution/SHAP_explainer_for_Case_Study_A_/29404541 |
| Rights: |
CC BY 4.0 |
| Dokumentencode: |
edsbas.5717F4A4 |
| Datenbank: |
BASE |
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