Artificial Intelligence-Based Differential Diagnosis: Development and Validation of a Probabilistic Model to Address Lack of Large-Scale Clinical Datasets

BACKGROUND: Machine-learning or deep-learning algorithms for clinical diagnosis are inherently dependent on the availability of large-scale clinical datasets. Lack of such datasets and inherent problems such as overfitting often necessitate the development of innovative solutions. Probabilistic mode...

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Detalles Bibliográficos
Autores principales: Chishti, Shahrukh, Jaggi, Karan Raj, Saini, Anuj, Agarwal, Gaurav, Ranjan, Ashish
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7218591/
https://www.ncbi.nlm.nih.gov/pubmed/32343256
http://dx.doi.org/10.2196/17550

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