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stat.AP2021★ 1 cited
Novel Bayesian method for simultaneous detection of activation signatures and background connectivity for task fMRI data
Michelle F. Miranda, Jeffrey S. Morris
In this paper, we introduce a new Bayesian approach for analyzing task fMRI data that simultaneously detects activation signatures and background connectivity. Our modeling involve…
stat.AP2015
TPRM: Tensor partition regression models with applications in imaging biomarker detection
Michelle F. Miranda, Hongtu Zhu, Joseph G. Ibrahim
Medical imaging studies have collected high dimensional imaging data to identify imaging biomarkers for diagnosis, screening, and prognosis, among many others. These imaging data a…