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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：31/0  |  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  
Machine Learning for Diagnosis of AD and Prediction of MCI Progression From Brain MRI Using Brain Anatomical Analysis Using Diffeomorphic Deformation 期刊论文
发表期刊: FRONTIERS IN NEUROLOGY. 出版年: 2021, 卷号: 11
作者:  Syaifullah, Ali Haidar;  Shiino, Akihiko;  Kitahara, Hitoshi;  Ito, Ryuta;  Ishida, Manabu;  Tanigaki, Kenji
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
artificial inteligence  cognitive impairment  Alzheheimer&apos  s disease  machine learning  support vector machine  magnetic resonance imaging  ADNI  
GIS-based approach for the measurement of variability in tectonomorphic signatures using DEM's data: a case study from the Habo Dome in the Kachchh area, India 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2020, 卷号: 79, 期号: 18
作者:  Bhattacharjee, Niladri;  Mohanty, Sarada Prasad
收藏  |  浏览/下载：4/0  |  提交时间：2021/01/07
Watershed morphometry analysis  Index of relative active tectonics  Structural dome  Tectonic geomorphology  Kachchh rift basin  
Longitudinal Analysis of Image Time Series with Diffeomorphic Deformations: A Computational Framework Based on Stationary Velocity Fields 期刊论文
发表期刊: FRONTIERS IN NEUROSCIENCE. 出版年: 2016, 卷号: 10
作者:  Hadj-Hamou, Mehdi;  Lorenzi, Marco;  Ayache, Nicholas;  Pennec, Xavier
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
deformation-based morphometry  non-linear registration  longitudinal study  diffeomorphism parametrized by stationary velocity fields  statistical analysis  reproducible research  
Deformation based feature selection for Computer Aided Diagnosis of Alzheimer’s Disease 期刊论文
发表期刊: EXPERT SYSTEMS WITH APPLICATIONS. 出版年: 2013, 卷号: 40, 期号: 5, 页码: 1619-1628
作者:  Savio, Alexandre;  Grana, Manuel
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/29
Alzheimer’s disease  Suppor Vector Machines  Feature selection  Magnetic Resonance Imaging  Computed Aided Diagnosis  
Supervised classification using deformation-based features for Alzheimer's disease detection on the OASIS cross-sectional database 会议论文
会议名称: 16th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems. 会议地点: San Sebastian, SPAIN. 会议日期: SEP 10-12, 2012
作者:  Savio, Alexandre
收藏  |  浏览/下载：6/0  |  提交时间：2019/12/09
Registration of Images With Varying Topology Using Embedded Maps 期刊论文
发表期刊: IEEE TRANSACTIONS ON MEDICAL IMAGING. 出版年: 2012, 卷号: 31, 期号: 3, 页码: 749-765
作者:  Li, Xiaoxing;  Long, Xiaojing;  Laurienti, Paul;  Wyatt, Christopher
收藏  |  浏览/下载：20/0  |  提交时间：2019/11/29
Deformable registration  false deformation  Riemannian embedding  topological change  
Supervised classification using deformation-based features for Alzheimer's disease detection on the OASIS cross-sectional database 会议论文
会议名称: 16th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems. 会议地点: San Sebastian, SPAIN. 会议日期: SEP 10-12, 2012
作者:  Savio, Alexandre
收藏  |  浏览/下载：11/0  |  提交时间：2019/12/09
A Texture Manifold for Curve-Based Morphometry of the Cerebral Cortex 会议论文
会议名称: 13th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI). 会议地点: Beijing, PEOPLES R CHINA. 会议日期: SEP 20-24, 2010
作者:  Boucher, Maxime;  Evans, Alan;  Siddiqi, Kaleem
收藏  |  浏览/下载：0/0  |  提交时间：2019/12/09
A Texture Manifold for Curve-Based Morphometry of the Cerebral Cortex 会议论文
会议名称: 13th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI). 会议地点: Beijing, PEOPLES R CHINA. 会议日期: SEP 20-24, 2010
作者:  Boucher, Maxime;  Evans, Alan;  Siddiqi, Kaleem
收藏  |  浏览/下载：0/0  |  提交时间：2019/12/09