مقاله مدل سازی پیشرفت بیماری از طریق فراگیران چندمنظوره چندمنظوره

عنوان مقاله فارسی: مدل سازی پیشرفت بیماری از طریق فراگیران چندمنظوره چندمنظوره: مطالعه موردی با بیماری آلزایمر عنوان مقاله لاتین: Modeling Disease Progression via Multisource Multitask Learners: A Case Study With Alzheimer’s Disease نویسندگان: Liqiang Nie; Luming Zhang; Lei Meng; Xuemeng Song; Xiaojun Chang; Xuelong Li تعداد صفحات: 11 سال انتشار: 2017 زبان: لاتین Abstract: Understanding the progression of chronic diseases can empower the sufferers in taking proactive care. To predict the disease status in the future time points, various machine learning approaches have been proposed. However, a few of them jointly consider the dual heterogeneities of chronic disease progression. In particular, the predicting task at each time point has features from multiple sources, and multiple tasks