Cross Dataset Analysis of Domain Shift in CXR Lung Region Detection

Domain shift is one of the key challenges affecting reliability in medical imaging-based machine learning predictions. It is of significant importance to investigate this issue to gain insights into its characteristics toward determining controllable parameters to minimize its impact. In this paper,...

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Detalles Bibliográficos
Autores principales: Xue, Zhiyun, Yang, Feng, Rajaraman, Sivaramakrishnan, Zamzmi, Ghada, Antani, Sameer
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10047562/
https://www.ncbi.nlm.nih.gov/pubmed/36980375
http://dx.doi.org/10.3390/diagnostics13061068

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10047562/
https://www.ncbi.nlm.nih.gov/pubmed/36980375
http://dx.doi.org/10.3390/diagnostics13061068

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