Cargando…
DSMRI: Domain Shift Analyzer for Multi-Center MRI Datasets
In medical research and clinical applications, the utilization of MRI datasets from multiple centers has become increasingly prevalent. However, inherent variability between these centers presents challenges due to domain shift, which can impact the quality and reliability of the analysis. Regrettab...
Autores principales: | Kushol, Rafsanjany, Wilman, Alan H., Kalra, Sanjay, Yang, Yee-Hong |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10527875/ https://www.ncbi.nlm.nih.gov/pubmed/37761314 http://dx.doi.org/10.3390/diagnostics13182947 |
Ejemplares similares
-
Effects of MRI scanner manufacturers in classification tasks with deep learning models
por: Kushol, Rafsanjany, et al.
Publicado: (2023) -
Accurate personalized survival prediction for amyotrophic lateral sclerosis patients
por: Kuan, Li-Hao, et al.
Publicado: (2023) -
Cross Dataset Analysis of Domain Shift in CXR Lung Region Detection
por: Xue, Zhiyun, et al.
Publicado: (2023) -
Is Neuromorphic MNIST Neuromorphic? Analyzing the Discriminative Power of Neuromorphic Datasets in the Time Domain
por: Iyer, Laxmi R., et al.
Publicado: (2021) -
Construction of brain atlases based on a multi-center MRI dataset of 2020 Chinese adults
por: Liang, Peipeng, et al.
Publicado: (2015)