Clinical mass spectrometry proteomic diagnosis by conformal predictors

被引：0
|
作者：
Gammerman, Alex [1 ]
Nouretdinov, Ilia [1 ]
Burford, Brian [1 ]
Chervonenkis, Alexey [1 ]
Vovk, Vladimir [1 ]
Luo, Zhiyuan [1 ]
机构：
[1] Univ London, London WC1E 7HU, England
来源：
STATISTICAL APPLICATIONS IN GENETICS AND MOLECULAR BIOLOGY | 2008年 / 7卷 / 02期
关键词：
D O I：
暂无
中图分类号：
Q5 [生物化学]; Q7 [分子生物学];
学科分类号：
071010 ; 081704 ;
摘要：
The paper describes an application of conformal predictors to diagnose breast cancer using proteomic mass spectrometry data provided by Leiden University Medical Center. Unlike many conventional classification systems, this approach allows us not just to classify samples, but add valid measures of confidence in our predictions for individual patients.
引用
收藏
页数：12
相关论文
共 50 条
  • [21] Proteomic tools for quantitation by mass spectrometry
    Lill, J
    MASS SPECTROMETRY REVIEWS, 2003, 22 (03) : 182 - 194
  • [22] Recent advances in capillary electrophoresis coupled to mass spectrometry for clinical proteomic applications
    Stalmach, Angelique
    Albalat, Amaya
    Mullen, William
    Mischak, Harald
    ELECTROPHORESIS, 2013, 34 (11) : 1452 - 1464
  • [23] Several potential serum proteomic biomarkers for diagnosis of osteoarticular tuberculosis based on mass spectrometry
    Chen, Ximeng
    Wang, Jianan
    Wang, Jinyang
    Ye, Jingyun
    Di, Ping
    Dong, Chang
    Lei, Hong
    Wang, Chengbin
    CLINICA CHIMICA ACTA, 2023, 547
  • [24] Mass Spectrometry-Based Proteomic Diagnosis of Renal Immunoglobulin Heavy Chain Amyloidosis
    Sethi, Sanjeev
    Theis, Jason D.
    Leung, Nelson
    Dispenzieri, Angela
    Nasr, Samih H.
    Fidler, Mary E.
    Cornell, Lynn D.
    Gamez, Jeffrey D.
    Vrana, Julie A.
    Dogan, Ahmet
    CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2010, 5 (12): : 2180 - 2187
  • [25] MALDI-TOF mass spectrometry proteomic based identification of clinical bacterial isolates
    Panda, Ashutosh
    Kurapati, Sravya
    Samantaray, Jyotish C.
    Srinivasan, Alagiri
    Khalil, Shehla
    INDIAN JOURNAL OF MEDICAL RESEARCH, 2014, 140 : 770 - 777
  • [26] Sample Size Calculations for Designing Clinical Proteomic Profiling Studies Using Mass Spectrometry
    Nyangoma, Stephen O.
    Collins, Stuart I.
    Altman, Douglas G.
    Johnson, Philip
    Billingham, Lucinda J.
    STATISTICAL APPLICATIONS IN GENETICS AND MOLECULAR BIOLOGY, 2012, 11 (03)
  • [27] The utility of ETD mass spectrometry in proteomic analysis
    Mikesh, Leann M.
    Ueberheide, Beatrix
    Chi, An
    Coon, Joshua J.
    Syka, John E. P.
    Shabanowitz, Jeffrey
    Hunt, Donald F.
    BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS, 2006, 1764 (12): : 1811 - 1822
  • [28] Measurement and utilization of the proteomic reactivity by mass spectrometry
    Punzalan, Clodette
    Wang, Lei
    Bajrami, Bekim
    Yao, Xudong
    MASS SPECTROMETRY REVIEWS, 2024, 43 (01) : 166 - 192
  • [29] Single Cell Proteomic Analysis by Mass Spectrometry
    Fan, Zhirui
    Fang, Qun
    Yang, Yi
    CHEMICAL JOURNAL OF CHINESE UNIVERSITIES-CHINESE, 2024, 45 (11):
  • [30] Proteomic cancer classification with mass spectrometry data
    Rajapakse, JC
    Duan, KB
    Yeo, WK
    AMERICAN JOURNAL OF PHARMACOGENOMICS, 2005, 5 (05) : 281 - 292
12345