An electronic nose system to diagnose illness

被引:166
作者
Gardner, JW [1 ]
Shin, HW [1 ]
Hines, EL [1 ]
机构
[1] Univ Warwick, Sch Engn, Sensors Res Lab, Coventry CV4 7AL, W Midlands, England
关键词
electronic nose; medical diagnostics; neural network;
D O I
10.1016/S0925-4005(00)00548-7
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Recently, medical diagnostics has emerged to be a promising application area for electronic noses (e-nose). In this paper, we review work carried out at Warwick University on the use of an e-nose to diagnose illness. Specifically, we have applied an e-nose to the identification of pathogens from cultures and diagnosing illness from breath samples. These initial results suggest that an e-nose will be able to assist in the diagnosis of diseases in the near future. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:19 / 24
页数:6
相关论文
共 21 条
[1]  
BOURROUNET B, 1995, SENSOR ACTUAT B-CHEM, V26, P250
[2]   Screening for bacterial vaginosis: a novel application of artificial nose technology [J].
Chandiok, S ;
Crawley, BA ;
Oppenheim, BA ;
Chadwick, PR ;
Higgins, S ;
Persaud, KC .
JOURNAL OF CLINICAL PATHOLOGY, 1997, 50 (09) :790-791
[3]  
CRAVEN M, 1997, THESIS U WARWICK UK
[4]  
Craven M., 1994, INT C NEUR NETW EXP
[5]  
EGASHIRA M, 1994, OLFACTION TASTE, V11, P715
[6]   Preliminary investigation of breath sampling as a monitor of health in dairy cattle [J].
ElliottMartin, RJ ;
Mottram, TT ;
Gardner, JW ;
Hobbs, PJ ;
Bartlett, PN .
JOURNAL OF AGRICULTURAL ENGINEERING RESEARCH, 1997, 67 (04) :267-275
[7]   The prediction of bacteria type and culture growth phase by an electronic nose with a multi-layer perceptron network [J].
Gardner, JW ;
Craven, M ;
Dow, C ;
Hines, EL .
MEASUREMENT SCIENCE AND TECHNOLOGY, 1998, 9 (01) :120-127
[8]  
GIBSON TD, 1996, P EUR, V10, P1341
[9]   A multisensor array for visualizing continuous state transitions in biopharmaceutical processes using principal component analysis [J].
Mandenius, CF ;
Hagman, A ;
Dunas, F ;
Sundgren, H ;
Lundstrom, I .
BIOSENSORS & BIOELECTRONICS, 1998, 13 (02) :193-199
[10]   PERFUME AND FLAVOR IDENTIFICATION BY ODOR-SENSING SYSTEM USING QUARTZ-RESONATOR SENSOR ARRAY AND NEURAL-NETWORK PATTERN-RECOGNITION [J].
NAKAMOTO, T ;
FUKUDA, A ;
MORIIZUMI, T .
SENSORS AND ACTUATORS B-CHEMICAL, 1993, 10 (02) :85-90