From COPD Subtypes to Treatable Traits: Semi-Supervised Disease Axis Discovery in COPDGene

被引:0
|
作者
Castaldi, P. [1 ]
Chen, J. [2 ]
Cho, M. H. [3 ]
Estepar, R. San Jose [4 ]
Washko, G. R. [5 ]
Hobbs, B. D. [1 ]
Crapo, J. D. [6 ]
Lynch, D. A. [7 ]
Hokanson, J. E. [8 ]
Dy, J. [2 ]
Silverman, E. K. [5 ]
机构
[1] Brigham & Womens Hosp, Channing Div Network Med, 75 Francis St, Boston, MA 02115 USA
[2] Northeastern Univ, Elect Engn & Comp Sci, Boston, MA 02115 USA
[3] Brigham & Womens, Boston, MA USA
[4] Brigham Womens Hosp, Boston, MA USA
[5] Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA
[6] Natl Jewish Hlth, Denver, CO USA
[7] Natl Jewish Hlth, Radiol, Denver, CO USA
[8] Univ Colorado Denver, Colorado Sch Publ Hlth, Dept Epidemiol, Aurora, CO USA
关键词
D O I
暂无
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
A1206
引用
收藏
页数:2
相关论文
共 50 条
  • [1] Semi-supervised discovery of differential genes
    Oba, Shigeyuki
    lshii, Shin
    BMC BIOINFORMATICS, 2006, 7 (1)
  • [2] Semi-supervised discovery of differential genes
    Shigeyuki Oba
    Shin lshii
    BMC Bioinformatics, 7
  • [3] Semi-supervised learning in knowledge discovery
    Klose, A
    Kruse, R
    FUZZY SETS AND SYSTEMS, 2005, 149 (01) : 209 - 233
  • [4] Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes
    Wen, Junhao
    Varol, Erdem
    Sotiras, Aristeidis
    Yang, Zhijian
    Chand, Ganesh B.
    Erus, Guray
    Shou, Haochang
    Abdulkadir, Ahmed
    Hwang, Gyujoon
    Dwyer, Dominic B.
    Pigoni, Alessandro
    Dazzan, Paola
    Kahn, Rene S.
    Schnack, Hugo G.
    Zanetti, Marcus, V
    Meisenzahl, Eva
    Busatto, Geraldo F.
    Crespo-Facorro, Benedicto
    Rafael, Romero-Garcia
    Pantelis, Christos
    Wood, Stephen J.
    Zhuo, Chuanjun
    Shinohara, Russell T.
    Fan, Yong
    Gur, Ruben C.
    Gur, Raquel E.
    Satterthwaite, Theodore D.
    Koutsouleris, Nikolaos
    Wolf, Daniel H.
    Davatzikos, Christos
    MEDICAL IMAGE ANALYSIS, 2022, 75
  • [5] Research on Semi-supervised Chinese Relation Type Discovery
    Yang, Xiaofang
    Chen, Jinxiu
    Lin, Ruqi
    Zhang, Jiazhen
    2011 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), VOLS 1-4, 2012, : 2070 - 2074
  • [6] Treatable traits in pre-COPD: Time to extend the treatable traits paradigm beyond established disease
    Dharmage, Shyamali C.
    Faner, Rosa
    Agusti, Alvar
    RESPIROLOGY, 2024, 29 (07) : 551 - 562
  • [7] Machine Learning Characterization of COPD Subtypes Insights From the COPDGene Study
    Castaldi, Peter J.
    Boueiz, Adel
    Yun, Jeong
    Estepar, Raul San Jose
    Ross, James C.
    Washko, George
    Cho, Michael H.
    Hersh, Craig P.
    Kinney, Gregory L.
    Young, Kendra A.
    Regan, Elizabeth A.
    Lynch, David A.
    Criner, Gerald J.
    Dy, Jennifer G.
    Rennard, Stephen I.
    Casaburi, Richard
    Make, Barry J.
    Crapo, James
    Silverman, Edwin K.
    Hokanson, John E.
    CHEST, 2020, 157 (05) : 1147 - 1157
  • [8] Potential Topics Discovery from Topic Frequency Transition with Semi-supervised Learning
    Yasumura, Yoshiaki
    Takahashi, Hiroyoshi
    Uehara, Kuniaki
    INTELLIGENT INFORMATION AND DATABASE SYSTEMS (ACIIDS 2012), PT II, 2012, 7197 : 477 - 486
  • [9] A semi-supervised algorithm for pattern discovery in information extraction from textual data
    Wu, TH
    Pottenger, WM
    ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, 2003, 2637 : 117 - 123
  • [10] A semi-supervised autoencoder for autism disease diagnosis
    Yin, Wutao
    Li, Longhai
    Wu, Fang-Xiang
    NEUROCOMPUTING, 2022, 483 : 140 - 147