Feature selection for spontaneous speech analysis to aid in Alzheimer's disease diagnosis: A fractal dimension approach

Karmele López-de-Ipiña; Jordi Solé-Casals; Harkaitz Eguiraun; J.B. Alonso; C.M. Travieso; Aitzol Ezeiza; Nora Barroso; Miriam Ecay-Torres; Pablo Martinez-Lage; Blanca Beitia

doi:10.1016/j.csl.2014.08.002

Feature selection for spontaneous speech analysis to aid in Alzheimer's disease diagnosis: A fractal dimension approach

Computer Speech & Language ◽

10.1016/j.csl.2014.08.002 ◽

2015 ◽

Vol 30 (1) ◽

pp. 43-60 ◽

Cited By ~ 24

Author(s):

Karmele López-de-Ipiña ◽

Jordi Solé-Casals ◽

Harkaitz Eguiraun ◽

J.B. Alonso ◽

C.M. Travieso ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Fractal Dimension ◽

Spontaneous Speech ◽

Disease Diagnosis ◽

Speech Analysis ◽

Selection For ◽

Alzheimer’S Disease Diagnosis

Download Full-text

Multi-modality Canonical Feature Selection for Alzheimer’s Disease Diagnosis

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-10470-6_21 ◽

2014 ◽

pp. 162-169 ◽

Cited By ~ 13

Author(s):

Xiaofeng Zhu ◽

Heung-Il Suk ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Disease Diagnosis ◽

Selection For ◽

Alzheimer’S Disease Diagnosis

Download Full-text

Matrix-Similarity Based Loss Function and Feature Selection for Alzheimer's Disease Diagnosis

2014 IEEE Conference on Computer Vision and Pattern Recognition ◽

10.1109/cvpr.2014.395 ◽

2014 ◽

Cited By ~ 28

Author(s):

Xiaofeng Zhu ◽

Heung-Il Suk ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Loss Function ◽

Disease Diagnosis ◽

Selection For ◽

Alzheimer’S Disease Diagnosis ◽

Matrix Similarity

Download Full-text

Canonical feature selection for joint regression and multi-class identification in Alzheimer’s disease diagnosis

Brain Imaging and Behavior ◽

10.1007/s11682-015-9430-4 ◽

2015 ◽

Vol 10 (3) ◽

pp. 818-828 ◽

Cited By ~ 51

Author(s):

Xiaofeng Zhu ◽

Heung-Il Suk ◽

Seong-Whan Lee ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Disease Diagnosis ◽

Class Identification ◽

Selection For ◽

Alzheimer’S Disease Diagnosis

Download Full-text

New Approaches for Alzheimer’s Disease Diagnosis Based on Automatic Spontaneous Speech Analysis and Emotional Temperature

Lecture Notes in Computer Science - Ambient Assisted Living and Home Care ◽

10.1007/978-3-642-35395-6_55 ◽

2012 ◽

pp. 407-414 ◽

Cited By ~ 8

Author(s):

Karmele López-de-Ipiña ◽

Jesús B. Alonso ◽

Nora Barroso ◽

Marcos Faundez-Zanuy ◽

Miriam Ecay ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Spontaneous Speech ◽

Disease Diagnosis ◽

Speech Analysis ◽

New Approaches ◽

Alzheimer’S Disease Diagnosis

Download Full-text

On the Alzheimer’s Disease Diagnosis: Automatic Spontaneous Speech Analysis

Transactions on Computational Collective Intelligence XVII - Lecture Notes in Computer Science ◽

10.1007/978-3-662-44994-3_14 ◽

2014 ◽

pp. 272-281

Author(s):

K. Lopez-de-Ipiña ◽

J. Solé-Casals ◽

J. B. Alonso ◽

C. M. Travieso ◽

M. Ecay ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Spontaneous Speech ◽

Disease Diagnosis ◽

Speech Analysis ◽

Alzheimer’S Disease Diagnosis

Download Full-text

Joint Discriminative and Representative Feature Selection for Alzheimer’s Disease Diagnosis

Machine Learning in Medical Imaging - Lecture Notes in Computer Science ◽

10.1007/978-3-319-47157-0_10 ◽

2016 ◽

pp. 77-85 ◽

Cited By ~ 2

Author(s):

Xiaofeng Zhu ◽

Heung-Il Suk ◽

Kim-Han Thung ◽

Yingying Zhu ◽

Guorong Wu ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Disease Diagnosis ◽

Selection For ◽

Alzheimer’S Disease Diagnosis

Download Full-text

Multi-view feature selection and classification for Alzheimer’s Disease diagnosis

Multimedia Tools and Applications ◽

10.1007/s11042-015-3173-5 ◽

2016 ◽

Vol 76 (8) ◽

pp. 10761-10775 ◽

Cited By ~ 8

Author(s):

Mingxing Zhang ◽

Yang Yang ◽

Fumin Shen ◽

Hanwang Zhang ◽

Yuan Wang

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

Download Full-text

Association rule-based feature selection method for Alzheimer’s disease diagnosis

Expert Systems with Applications ◽

10.1016/j.eswa.2012.04.075 ◽

2012 ◽

Vol 39 (14) ◽

pp. 11766-11774 ◽

Cited By ~ 32

Author(s):

R. Chaves ◽

J. Ramírez ◽

J.M. Górriz ◽

C.G. Puntonet

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Association Rule ◽

Feature Selection Method ◽

Disease Diagnosis ◽

Selection Method ◽

Rule Based ◽

Alzheimer’S Disease Diagnosis

Download Full-text

Erratum to: Multi-view feature selection and classification for Alzheimer’s Disease Diagnosis

Multimedia Tools and Applications ◽

10.1007/s11042-016-3809-0 ◽

2016 ◽

Vol 76 (8) ◽

pp. 10777-10778

Author(s):

Mingxing Zhang ◽

Yang Yang ◽

Fumin Shen ◽

Hanwang Zhang ◽

Yuan Wang

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis

Download Full-text

Deep sparse multi-task learning for feature selection in Alzheimer’s disease diagnosis

Brain Structure and Function ◽

10.1007/s00429-015-1059-y ◽

2015 ◽

Vol 221 (5) ◽

pp. 2569-2587 ◽

Cited By ~ 47

Author(s):

Heung-Il Suk ◽

◽

Seong-Whan Lee ◽

Dinggang Shen

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Feature Selection ◽

Disease Diagnosis ◽

Task Learning ◽

Alzheimer’S Disease Diagnosis

Download Full-text