Na Gao, Hantao Chen, Xutao Guo, Xingyu Hao, Ting Ma
Geodesic shape regression based deep learning segmentation for assessing longitudinal hippocampal atrophy in dementia progression
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article addresses special features data mining medical data researchers fields may aware particular constraints difficulties privacysensitive heterogeneous voluminous data medicine ethical legal aspects medical data mining discussed including data ownership fear lawsuits expected benefits special administrative issues mathematical understanding estimation hypothesis formation medical data may fundamentally different data collection activities medicine primarily directed patientcare activity secondarily research resource almost justification collecting medical data benefit individual patient finally medical data special status based upon applicability people urgency including lifeordeath moral obligation used beneficial purposes