Strategies to Improve the Robustness and Generalizability of Deep Learning Segmentation and Classification in Neuroimaging

Tran, A. T., Zeevi, T., & Payabvash, S. (2025). Strategies to Improve the Robustness and Generalizability of Deep Learning Segmentation and Classification in Neuroimaging. BioMedInformatics, 5(2), 20. https://doi.org/10.3390/biomedinformatics5020020
Authors:
Anh T Tran
Tal Zeevi
Seyedmehdi Payabvash
Affiliated Authors:
Anh T Tran
Seyedmehdi Payabvash
Columbia Affiliation:
Subjects:
Artificial Intelligence in Medicine (OpenAlex Topic)
Classification of Brain Tumor Type and Grade (OpenAlex Topic)
Radiomics in Medical Imaging Analysis (OpenAlex Topic)
Author Keywords:
classification
deep learning
generalization
neuroimaging
robustness
segmentation
elink
Publication Type:
Article
Unique ID:
10.3390/biomedinformatics5020020
PMID:
40271381
DOI:
10.3390/biomedinformatics5020020
Journal:
BioMedInformatics
Publication Date:
Data Source:
PubMed
Source Link:
View PubMed Record
View OpenAlex Record

Record Created: