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Improving Clinical Translation of Machine Learning Approaches Through Clinician-Tailored Visual Displays of Black Box Algorithms: Development and Validation
BACKGROUND: Despite the promise of machine learning (ML) to inform individualized medical care, the clinical utility of ML in medicine has been limited by the minimal interpretability and black box nature of these algorithms. OBJECTIVE: The study aimed to demonstrate a general and simple framework f...
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| Pubblicato in: | JMIR Med Inform |
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| Autori principali: | , , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
JMIR Publications
2020
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7312245/ https://ncbi.nlm.nih.gov/pubmed/32515746 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/15791 |
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