AI Medical Compendium Journal:
Machine learning in medical imaging. MLMI (Workshop)

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Class-Balanced Deep Learning with Adaptive Vector Scaling Loss for Dementia Stage Detection.

Machine learning in medical imaging. MLMI (Workshop)
Alzheimer's disease (AD) leads to irreversible cognitive decline, with Mild Cognitive Impairment (MCI) as its prodromal stage. Early detection of AD and related dementia is crucial for timely treatment and slowing disease progression. However, classi...

Machine Learning for Large-Scale Quality Control of 3D Shape Models in Neuroimaging.

Machine learning in medical imaging. MLMI (Workshop)
As very large studies of complex neuroimaging phenotypes become more common, human quality assessment of MRI-derived data remains one of the last major bottlenecks. Few attempts have so far been made to address this issue with machine learning. In th...