Explanation-Driven Deep Learning Model for Prediction of Brain Tumour Status Using MRI Image Data

Cancer research has seen explosive development exploring deep learning (DL) techniques for analysing magnetic resonance imaging (MRI) images for predicting brain tumours. We have observed a substantial gap in explanation, interpretability, and high accuracy for DL models. Consequently, we propose an...

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Detalles Bibliográficos
Autores principales: Gaur, Loveleen, Bhandari, Mohan, Razdan, Tanvi, Mallik, Saurav, Zhao, Zhongming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Genetics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8964286/
https://www.ncbi.nlm.nih.gov/pubmed/35360838
http://dx.doi.org/10.3389/fgene.2022.822666

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8964286/
https://www.ncbi.nlm.nih.gov/pubmed/35360838
http://dx.doi.org/10.3389/fgene.2022.822666

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