ensemble learning

Multi-Source Transfer Learning via Ensemble Approach for Initial Diagnosis of Alzheimer’s Disease

Author(s): Yun Yang, Xinfa Li, Pei Wang, Yuelong Xia, Qiongwei Ye
Multi-Source Transfer Learning via Ensemble Approach for Initial Diagnosis of Alzheimer’s Disease 383 687 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

Alzheimer’s disease (AD) is one of the most common progressive neurodegenerative diseases, and the number of AD patients has increased year after year with the global aging trend. The onset…

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Multi-Parameter Ensemble Learning for Automated Vertebral Body Segmentation in Heterogeneously Acquired Clinical MR Images

Multi-Parameter Ensemble Learning for Automated Vertebral Body Segmentation in Heterogeneously Acquired Clinical MR Images

Author(s): Bilwaj Gaonkar, Yihao Xia, Diane Villaroman, Allison Ko, Mark Attiah, Joel Beckett, Luke Macyszyn
Multi-Parameter Ensemble Learning for Automated Vertebral Body Segmentation in Heterogeneously Acquired Clinical MR Images 567 332 IEEE Journal of Translational Engineering in Health and Medicine (JTEHM)

The development of quantitative imaging biomarkers in medicine requires automatic delineation of relevant anatomical structures using available imaging data. However, this task is complicated in clinical medicine due to the…

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