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Development and Validation of a SHAP-Interpretable Machine Learning Model for Stroke Risk Prediction Using Circulating MicroRNA Biomarkers
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| Published in: | Journal of Molecular Neuroscience |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1868552516003692544 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Journal of Molecular Neuroscience |
| description | |
| discipline_display | Psychiatry and Neurology |
| discipline_facet | Psychiatry and Neurology |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:59200 |
| institution | FRELIP |
| journal_source_facet | Journal of Molecular Neuroscience |
| last_indexed | 2026-06-20T21:22:12.264Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Development and Validation of a SHAP-Interpretable Machine Learning Model for Stroke Risk Prediction Using Circulating MicroRNA Biomarkers Psychiatry and Neurology General Psychiatry and Neurology |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Psychiatry and Neurology General Psychiatry and Neurology |
| subject_facet | Psychiatry and Neurology General Psychiatry and Neurology |
| title | Development and Validation of a SHAP-Interpretable Machine Learning Model for Stroke Risk Prediction Using Circulating MicroRNA Biomarkers |
| title_alt | Desarrollo y validación de un modelo de aprendizaje automático interpretable por SHAP para la predicción del riesgo de ictus utilizando biomarcadores de microARN circulantes Développement et validation d'un modèle d'apprentissage automatique interprétable par SHAP pour la prédiction du risque d'AVC utilisant des biomarqueurs d'ARN circulant Desenvolvimento e Validação de um Modelo de Aprendizado de Máquina Interpretável por SHAP para Predição de Risco de AVC Usando Biomarcadores de microRNA Circulantes |
| title_auth | Development and Validation of a SHAP-Interpretable Machine Learning Model for Stroke Risk Prediction Using Circulating MicroRNA Biomarkers |
| title_es_txt | Desarrollo y validación de un modelo de aprendizaje automático interpretable por SHAP para la predicción del riesgo de ictus utilizando biomarcadores de microARN circulantes |
| title_fr_txt | Développement et validation d'un modèle d'apprentissage automatique interprétable par SHAP pour la prédiction du risque d'AVC utilisant des biomarqueurs d'ARN circulant |
| title_full | Development and Validation of a SHAP-Interpretable Machine Learning Model for Stroke Risk Prediction Using Circulating MicroRNA Biomarkers |
| title_fullStr | Development and Validation of a SHAP-Interpretable Machine Learning Model for Stroke Risk Prediction Using Circulating MicroRNA Biomarkers |
| title_full_unstemmed | Development and Validation of a SHAP-Interpretable Machine Learning Model for Stroke Risk Prediction Using Circulating MicroRNA Biomarkers |
| title_pt_txt | Desenvolvimento e Validação de um Modelo de Aprendizado de Máquina Interpretável por SHAP para Predição de Risco de AVC Usando Biomarcadores de microRNA Circulantes |
| title_short | Development and Validation of a SHAP-Interpretable Machine Learning Model for Stroke Risk Prediction Using Circulating MicroRNA Biomarkers |
| title_sort | development and validation of a shap-interpretable machine learning model for stroke risk prediction using circulating microrna biomarkers |
| topic | Psychiatry and Neurology General Psychiatry and Neurology |
| url | https://link.springer.com/article/10.1007/s12031-026-02540-x |