RCKD: Response-Based Cross-Task Knowledge Distillation for Pathological Image Analysis

We propose a novel transfer learning framework for pathological image analysis, the Response-based Cross-task Knowledge Distillation (RCKD), which improves the performance of the model by pretraining it on a large unlabeled dataset guided by a high-performance teacher model. RCKD first pretrains a s...

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Detalles Bibliográficos
Autores principales: Kim, Hyunil, Kwak, Tae-Yeong, Chang, Hyeyoon, Kim, Sun Woo, Kim, Injung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10669242/
https://www.ncbi.nlm.nih.gov/pubmed/38002403
http://dx.doi.org/10.3390/bioengineering10111279

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10669242/
https://www.ncbi.nlm.nih.gov/pubmed/38002403
http://dx.doi.org/10.3390/bioengineering10111279

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