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Amalgamation of Machine Learning and Slice-by-Slice Registration of MRI for Early Prognosis of Cognitive Decline 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS. 出版年: 2021, 卷号: 12, 期号: 1, 页码: 114-130
作者:  Jain, Manju;  Rai, C. S.;  Jain, Jai;  Gambhir, Deepak
收藏  |  浏览/下载：53/0  |  提交时间：2021/08/05
Brain atrophy  registration  Freesurfer  GLCM  texture features  FDR  decision support system  SVM  AdaBoost  Randomforest Bagging  KNN  Naive Bayes  classification  hyperparameters  GridsearchCV  Sklearn  Python  
Replicability, Repeatability, and Long-term Reproducibility of Cerebellar Morphometry 期刊论文
发表期刊: CEREBELLUM. 出版年: 2021, 卷号: 20, 期号: 3, 页码: 439-453
作者:  Soeroes, Peter;  Woelk, Louise;  Bantel, Carsten;  Braeuer, Anja;  Klawonn, Frank;  Witt, Karsten
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
Cerebellum  Segmentation  Parcellation  FreeSurfer  CERES  Reproducibility  
A Biomarker for Alzheimer's Disease Based on Patterns of Regional Brain Atrophy 期刊论文
发表期刊: FRONTIERS IN PSYCHIATRY. 出版年: 2020, 卷号: 10
作者:  Frenzel, Stefan;  Wittfeld, Katharina;  Habes, Mohamad;  Klinger-Koenig, Johanna;  Buelow, Robin;  Voelzke, Henry;  Grabe, Hans Joergen
收藏  |  浏览/下载：7/0  |  提交时间：2020/03/23
Alzheimer's disease  machine learning  dementia  magnetic resonance imaging  FreeSurfer  
Cortical Thickness Estimations of FreeSurfer and the CAT12 Toolbox in Patients with Alzheimer’s Disease and Healthy Controls 期刊论文
发表期刊: JOURNAL OF NEUROIMAGING. 出版年: 2018, 卷号: 28, 期号: 5, 页码: 515-523
作者:  Seiger, Rene;  Ganger, Sebastian;  Kranz, Georg S.;  Hahn, Andreas;  Lanzenberger, Rupert
收藏  |  浏览/下载：20/0  |  提交时间：2019/11/29
Cortical thickness  FreeSurfer  CAT12  SPM  Alzheimer’s disease  
Entorhinal Cortex Thickness across the Human Lifespan 期刊论文
发表期刊: JOURNAL OF NEUROIMAGING. 出版年: 2016, 卷号: 26, 期号: 3, 页码: 278-282
作者:  Hasan, Khader M.;  Mwangi, Benson;  Cao, Bo;  Keser, Zafer;  Tustison, Nicholas J.;  Kochunov, Peter;  Frye, Richard E.;  Savatic, Mirjana;  Soares, Jair
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/29
Big data  cortical thickness  entorhinal cortex  FreeSurfer  lifespan  MRI  
Cortical surface mapping using topology correction, partial flattening and 3D shape context-based non-rigid registration for use in quantifying atrophy in Alzheimer’s disease 期刊论文
发表期刊: JOURNAL OF NEUROSCIENCE METHODS. 出版年: 2012, 卷号: 205, 期号: 1, 页码: 96-109
作者:  Acosta, Oscar;  Fripp, Jurgen;  Dore, Vincent;  Bourgeat, Pierrick;  Favreau, Jean-Marie;  Chetelat, Gael;  Rueda, Andrea;  Villemagne, Victor L.;  Szoeke, Cassandra;  Ames, David;  Ellis, Kathryn A.;  Martins, Ralph N.;  Masters, Colin L.;  Rowe, Christopher C.;  Bonner, Erik;  Gris, Florence;  Xiao, Di;  Raniga, Parnesh;  Barra, Vincent;  Salvado, Olivier
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/29
Cortical mapping  Surface registration  Partially inflated surfaces  Cortical thickness  Brain Atrophy  Shape context  Statistical analysis of populations  Alzheimer’s disease  Freesurfer