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Evaluation of the Applicability of Synthetic Data in the Development of Colorectal Cancer Survival Prediction Models: External Validation of Advanced Machine Learning Models Based on National Cancer Data Center Data
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| Published in: | Journal of Medical Internet Research |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1870206719163891712 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Journal of Medical Internet Research |
| description | |
| discipline_display | Internal Medicine |
| discipline_facet | Internal Medicine |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:101083 |
| institution | FRELIP |
| journal_source_facet | Journal of Medical Internet Research |
| last_indexed | 2026-07-09T03:35:13.805Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Evaluation of the Applicability of Synthetic Data in the Development of Colorectal Cancer Survival Prediction Models: External Validation of Advanced Machine Learning Models Based on National Cancer Data Center Data Internal Medicine General Internal Medicine |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Internal Medicine General Internal Medicine |
| subject_facet | Internal Medicine General Internal Medicine |
| title | Evaluation of the Applicability of Synthetic Data in the Development of Colorectal Cancer Survival Prediction Models: External Validation of Advanced Machine Learning Models Based on National Cancer Data Center Data |
| title_alt | Evaluación de la aplicabilidad de datos sintéticos en el desarrollo de modelos de predicción de supervivencia del cáncer colorrectal: validación externa de modelos avanzados de aprendizaje automático basados en datos del Centro Nacional de Datos de Cáncer Évaluation de l'applicabilité des données synthétiques dans le développement de modèles de prédiction de survie au cancer colorectal : validation externe de modèles avancés d'apprentissage automatique basés sur les données du Centre national de données sur le cancer Avaliação da Aplicabilidade de Dados Sintéticos no Desenvolvimento de Modelos de Predição de Sobrevivência ao Câncer Colorretal: Validação Externa de Modelos Avançados de Aprendizado de Máquina Baseados em Dados do National Cancer Data Center |
| title_auth | Evaluation of the Applicability of Synthetic Data in the Development of Colorectal Cancer Survival Prediction Models: External Validation of Advanced Machine Learning Models Based on National Cancer Data Center Data |
| title_es_txt | Evaluación de la aplicabilidad de datos sintéticos en el desarrollo de modelos de predicción de supervivencia del cáncer colorrectal: validación externa de modelos avanzados de aprendizaje automático basados en datos del Centro Nacional de Datos de Cáncer |
| title_fr_txt | Évaluation de l'applicabilité des données synthétiques dans le développement de modèles de prédiction de survie au cancer colorectal : validation externe de modèles avancés d'apprentissage automatique basés sur les données du Centre national de données sur le cancer |
| title_full | Evaluation of the Applicability of Synthetic Data in the Development of Colorectal Cancer Survival Prediction Models: External Validation of Advanced Machine Learning Models Based on National Cancer Data Center Data |
| title_fullStr | Evaluation of the Applicability of Synthetic Data in the Development of Colorectal Cancer Survival Prediction Models: External Validation of Advanced Machine Learning Models Based on National Cancer Data Center Data |
| title_full_unstemmed | Evaluation of the Applicability of Synthetic Data in the Development of Colorectal Cancer Survival Prediction Models: External Validation of Advanced Machine Learning Models Based on National Cancer Data Center Data |
| title_pt_txt | Avaliação da Aplicabilidade de Dados Sintéticos no Desenvolvimento de Modelos de Predição de Sobrevivência ao Câncer Colorretal: Validação Externa de Modelos Avançados de Aprendizado de Máquina Baseados em Dados do National Cancer Data Center |
| title_short | Evaluation of the Applicability of Synthetic Data in the Development of Colorectal Cancer Survival Prediction Models: External Validation of Advanced Machine Learning Models Based on National Cancer Data Center Data |
| title_sort | evaluation of the applicability of synthetic data in the development of colorectal cancer survival prediction models: external validation of advanced machine learning models based on national cancer data center data |
| topic | Internal Medicine General Internal Medicine |
| url | https://www.jmir.org/2026/1/e86087 |