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Evaluation of non-negative matrix factorization of grey matter in age prediction.
Varikuti DP, Genon S, Sotiras A, Schwender H, Hoffstaedter F, Patil KR, Jockwitz C, Caspers S, Moebus S, Amunts K, Davatzikos C, Eickhoff SB
Neuroimage (2018 Mar 6) 173: 394-410
Category: BodyPart/Brain, Brain/Multivariate, Clinical / Disease, ML & CAD, Modality/MRI · Added: Apr 18th, 2018
Deciphering the microstructure of hippocampal subfields with in vivo DTI and NODDI: Applications to experimental multiple sclerosis.
Crombe A, Planche V, Raffard G, Bourel J, Dubourdieu N, Panatier A, Fukutomi H, Dousset V, Oliet S, Hiba B, Tourdias T
Neuroimage (2018 Jan 31) 172: 357-368
Category: BodyPart/Brain, Brain/Microstructure, Clinical / Disease, ML & CAD, Modality/dMRI · Added: Apr 18th, 2018
Probabilistic thresholding of functional connectomes: Application to schizophrenia.
Váša F, Bullmore ET, Patel AX
Neuroimage (2017 Dec 20) 172: 326-340
Category: BodyPart/Brain, Clinical / Disease, Graph Analysis, ML & CAD, Modality/fMRI · Added: Apr 18th, 2018
Mapping population-based structural connectomes.
Zhang Z, Descoteaux M, Zhang J, Girard G, Chamberland M, Dunson D, Srivastava A, Zhu H
Neuroimage (2018 Jan 29) 172: 130-145
Category: BodyPart/Brain, Brain/ConnectTractog, Graph Analysis, Modality/dMRI, Overview, Sabbatical 2019 · Added: Apr 18th, 2018
Human brain mapping: A systematic comparison of parcellation methods for the human cerebral cortex.
Arslan S, Ktena SI, Makropoulos A, Robinson EC, Rueckert D, Parisot S
Neuroimage (2018 Apr 15) 170: 5-30
Category: BodyPart/Brain, Modality/MRI, Overview, Segmentation · Added: Apr 18th, 2018
A critical analysis of neuroanatomical software protocols reveals clinically relevant differences in parcellation schemes.
Mikhael S, Hoogendoorn C, Valdes-Hernandez M, Pernet C
Neuroimage (2018 Apr 15) 170: 348-364
Category: BodyPart/Brain, Modality/MRI, Overview, Segmentation · Added: Apr 18th, 2018
Recursive and direct multi-step forecasting: the best of both worlds
Souhaib Ben Taieb, Rob J Hyndman
Category: ML/DeepLearning, Time Series Analysis · Added: Apr 10th, 2018
Forecasting time series of inhomogeneous Poisson processes with application to call center workforce management
Shen Haipeng, Huang Jianhua Z.
The Annals of Applied Statistics (2008 Jan 1) 2: 601-623
Category: ML & CAD, Time Series Analysis · Added: Apr 10th, 2018
Bayesian Nonparametric Methods for Partially-Observable Reinforcement Learning.
Doshi-Velez F, Pfau D, Wood F, Roy N
IEEE Trans Pattern Anal Mach Intell (2015 Feb 1) 37: 394-407
Category: Time Series Analysis · Added: Apr 5th, 2018
Modeling Non-Gaussian Time Series with Nonparametric Bayesian Model.
Xu Z, MacEachern S, Xu X
IEEE Trans Pattern Anal Mach Intell (2015 Feb 1) 37: 372-82
Category: Time Series Analysis · Added: Apr 5th, 2018
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