Stratifying patients using fast multiple kernel learning framework: case studies of Alzheimer’s disease and cancers

Kernel Learning ◽

Learning Framework ◽

Multiple Kernel Learning in the Primal for Multimodal Alzheimer’s Disease Classification

IEEE Journal of Biomedical and Health Informatics ◽

10.1109/jbhi.2013.2285378 ◽

2014 ◽

Vol 18 (3) ◽

pp. 984-990 ◽

Cited By ~ 60

Author(s):

Fayao Liu ◽

Luping Zhou ◽

Chunhua Shen ◽

Jianping Yin

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Classification ◽

Kernel Learning ◽

Selecting the most relevant brain regions to discriminate Alzheimer's disease patients from healthy controls using multiple kernel learning: A comparison across functional and structural imaging modalities and atlases

NeuroImage Clinical ◽

10.1016/j.nicl.2017.10.026 ◽

2018 ◽

Vol 17 ◽

pp. 628-641 ◽

Cited By ~ 17

Author(s):

Jane Maryam Rondina ◽

Luiz Kobuti Ferreira ◽

Fabio Luis de Souza Duran ◽

Rodrigo Kubo ◽

Carla Rachel Ono ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Brain Regions ◽

Kernel Learning ◽

Imaging Modalities ◽

Healthy Controls ◽

Structural Imaging ◽

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Nature of Computation and Communication ◽

Computational and Comparative Study on Multiple Kernel Learning Approaches for the Classification Problem of Alzheimer’s Disease

10.1007/978-3-319-46909-6_30 ◽

2016 ◽

pp. 334-341

Author(s):

Ahlam Mallak ◽

◽

Jeonghwan Gwak ◽

Jong-In Song ◽

Sang-Woong Lee

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Comparative Study ◽

Classification Problem ◽

Kernel Learning ◽

Learning Approaches ◽

Recognition of Alzheimer's disease and Mild Cognitive Impairment with multimodal image-derived biomarkers and Multiple Kernel Learning

Neurocomputing ◽

10.1016/j.neucom.2016.08.041 ◽

2017 ◽

Vol 220 ◽

pp. 98-110 ◽

Cited By ~ 31

Author(s):

Olfa Ben Ahmed ◽

Jenny Benois-Pineau ◽

Michelle Allard ◽

Gwénaëlle Catheline ◽

Chokri Ben Amar

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Cognitive Impairment ◽

Mild Cognitive Impairment ◽

Kernel Learning ◽

2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

A multimodal multiple kernel learning approach to Alzheimer's disease detection

10.1109/mlsp.2016.7738881 ◽

2016 ◽

Cited By ~ 2

Author(s):

Michele Donini ◽

Joao M. Monteiro ◽

Massimiliano Pontil ◽

John Shawe-Taylor ◽

Janaina Mourao-Miranda

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Kernel Learning ◽

Disease Detection ◽

Learning Approach ◽

Structured sparsity regularized multiple kernel learning for Alzheimer’s disease diagnosis

Pattern Recognition ◽

10.1016/j.patcog.2018.11.027 ◽

2019 ◽

Vol 88 ◽

pp. 370-382 ◽

Cited By ~ 16

Author(s):

Jialin Peng ◽

Xiaofeng Zhu ◽

Ye Wang ◽

Le An ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Disease Diagnosis ◽

Kernel Learning ◽

Structured Sparsity ◽

Multiple Kernel ◽

Alzheimer’S Disease Diagnosis

A Novel Multiple Kernel Learning Framework for Heterogeneous Feature Fusion and Variable Selection

IEEE Transactions on Multimedia ◽

10.1109/tmm.2012.2188783 ◽

2012 ◽

Vol 14 (3) ◽

pp. 563-574 ◽

Cited By ~ 34

Author(s):

Yi-Ren Yeh ◽

Ting-Chu Lin ◽

Yung-Yu Chung ◽

Yu-Chiang Frank Wang

Keyword(s):

Variable Selection ◽

Feature Fusion ◽

Kernel Learning ◽

Learning Framework ◽

Multiple Kernel ◽

Heterogeneous Feature

Information and Communication Technology for Intelligent Systems - Smart Innovation, Systems and Technologies ◽

SAMKL: Sample Adaptive Multiple Kernel Learning Framework for Lung Cancer Prediction

10.1007/978-981-15-7078-0_4 ◽

2020 ◽

pp. 31-44

Author(s):

Ashima Singh ◽

Arwinder Dhillon ◽

Jasmine Kaur Thind

Keyword(s):

Lung Cancer ◽

Kernel Learning ◽

Cancer Prediction ◽

Learning Framework ◽

Constructing Multiple Kernel Learning Framework for Blast Furnace Automation

IEEE Transactions on Automation Science and Engineering ◽

10.1109/tase.2012.2211100 ◽

2012 ◽

Vol 9 (4) ◽

pp. 763-777 ◽

Cited By ~ 30

Author(s):

Ling Jian ◽

Chuanhou Gao ◽

Zhonghang Xia

Keyword(s):

Blast Furnace ◽

Kernel Learning ◽

Learning Framework ◽

A Novel Multiple Kernel Learning Framework for Remote Sensing Scene Classification

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2018.8518884 ◽

2018 ◽

Cited By ~ 2

Author(s):

Xiaoyong Bian ◽

Yuxia Sheng ◽

Yan Xu ◽

Qian Du

Keyword(s):

Remote Sensing ◽

Kernel Learning ◽

Scene Classification ◽

Learning Framework ◽