Aligning Small Datasets Using Domain Adversarial Learning: Applications in Automated in Vivo Oral Cancer Diagnosis

Deep learning approaches for medical image analysis are limited by small data set size due to factors such as patient privacy and difficulties in obtaining expert labelling for each image. In medical imaging system development pipelines, phases for system development and classification algorithms of...

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Detalles Bibliográficos
Autores principales: Caughlin, Kayla, Duran-Sierra, Elvis, Cheng, Shuna, Cuenca, Rodrigo, Ahmed, Beena, Ji, Jim, Martinez, Mathias, Al-Khalil, Moustafa, Al-Enazi, Hussain, Cheng, Yi-Shing Lisa, Wright, John, Jo, Javier A., Busso, Carlos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079633/
https://www.ncbi.nlm.nih.gov/pubmed/36279347
http://dx.doi.org/10.1109/JBHI.2022.3217015

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10079633/
https://www.ncbi.nlm.nih.gov/pubmed/36279347
http://dx.doi.org/10.1109/JBHI.2022.3217015

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