2016
Localizing Sources of Brain Disease Progression with Network Diffusion Model
Hu C, Hua X, Ying J, Thompson P, Fakhri G, Li Q. Localizing Sources of Brain Disease Progression with Network Diffusion Model. IEEE Journal Of Selected Topics In Signal Processing 2016, 10: 1214-1225. PMID: 28503250, PMCID: PMC5423678, DOI: 10.1109/jstsp.2016.2601695.Peer-Reviewed Original ResearchMild cognitive impairmentEfficient gradient descent methodGradient descent methodAlzheimer's Disease Neuroimaging InitiativeBrain connectivity networksDescent methodOrigin of dementiaDementia sourcesOrigin of Alzheimer's diseaseAlzheimer's diseaseEffective treatment of neurodegenerative diseasesDementiaMagnetic resonance imagingBrain atrophy patternsProgression of brain atrophyCognitive impairmentInverse problemNetworkSource of dementiaConnectivity networksTreatment of neurodegenerative diseasesAtrophy patterns
2014
Inferring Sources of Dementia Progression with Network Diffusion Model
Hu C, Hua X, Thompson P, El Fakhri G, Li Q. Inferring Sources of Dementia Progression with Network Diffusion Model. Lecture Notes In Computer Science 2014, 8679: 42-49. DOI: 10.1007/978-3-319-10581-9_6.Peer-Reviewed Original Research