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Volumn 2013, Issue , 2013, Pages

Biomedical informatics for computer-aided decision support systems: A survey

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER AIDED DESIGN; DECISION SUPPORT SYSTEM; DENTAL HEALTH; EMERGENCY MEDICINE; EXPERT SYSTEM; HUMAN; IMAGE ANALYSIS; IMAGE PROCESSING; INFORMATION PROCESSING; INTENSIVE CARE UNIT; MACHINE LEARNING; MEDICAL INFORMATICS; METHODOLOGY; NEOPLASM; PEDIATRICS; PRACTICE GUIDELINE; PREDICTION; REVIEW; ARTIFICIAL INTELLIGENCE; BIOLOGY; DENTISTRY; MEDICAL TECHNOLOGY; RADIOLOGY;

EID: 84874539027     PISSN: 1537744X     EISSN: 1537744X     Source Type: Journal    
DOI: 10.1155/2013/769639     Document Type: Review
Times cited : (60)

References (52)
  • 1
    • 0028367412 scopus 로고
    • Medical diagnostic decision support systems - Past, present, and future: A threaded bibliography and brief commentary
    • 2-s2.0-0028367412
    • Miller R. A., Medical diagnostic decision support systems-past, present, and future: a threaded bibliography and brief commentary. Journal of the American Medical Informatics Association 1994 1 1 8 27 2-s2.0-0028367412
    • (1994) Journal of the American Medical Informatics Association , vol.1 , Issue.1 , pp. 8-27
    • Miller, R.A.1
  • 5
    • 79957990380 scopus 로고    scopus 로고
    • Computer-aided prognosis: Predicting patient and disease outcome via quantitative fusion of multi-scale, multi-modal data
    • Madabhushi A., Agner S., Basavanhally A., Doyle S., Lee G., Computer-aided prognosis: predicting patient and disease outcome via quantitative fusion of multi-scale, multi-modal data. Computerized Medical Imaging and Graphics 2011 35 506 514
    • (2011) Computerized Medical Imaging and Graphics , vol.35 , pp. 506-514
    • Madabhushi, A.1    Agner, S.2    Basavanhally, A.3    Doyle, S.4    Lee, G.5
  • 6
    • 70349241727 scopus 로고    scopus 로고
    • Do computerised clinical decision support systems for prescribing change practice? A systematic review of the literature (1990-2007)
    • 2-s2.0-70349241727 10.1186/1472-6963-9-154
    • Pearson S. A., Moxey A., Robertson J., Hains I., Williamson M., Reeve J., Newby D., Do computerised clinical decision support systems for prescribing change practice? A systematic review of the literature (1990-2007). BMC Health Services Research 2009 9, article 154 2-s2.0-70349241727 10.1186/1472-6963-9-154
    • (2009) BMC Health Services Research , vol.9154
    • Pearson, S.A.1    Moxey, A.2    Robertson, J.3    Hains, I.4    Williamson, M.5    Reeve, J.6    Newby, D.7
  • 7
    • 0032710766 scopus 로고    scopus 로고
    • Journey toward computer-aided diagnosis: Role of image texture analysis
    • Tourassi G. D., Journey toward computer-aided diagnosis: role of image texture analysis. Radiology 1999 213 2 317 320 2-s2.0-0032710766 (Pubitemid 29510572)
    • (1999) Radiology , vol.213 , Issue.2 , pp. 317-320
    • Tourassi, G.D.1
  • 8
    • 78049333209 scopus 로고    scopus 로고
    • Decision support systems for clinical radiological practice - Towards the next generation
    • 2-s2.0-78049333209 10.1259/bjr/33620087
    • Stivaros S. M., Gledson A., Nenadic G., Zeng X. J., Keane J., Jackson A., Decision support systems for clinical radiological practice-towards the next generation. British Journal of Radiology 2010 83 995 904 914 2-s2.0-78049333209 10.1259/bjr/33620087
    • (2010) British Journal of Radiology , vol.83 , Issue.995 , pp. 904-914
    • Stivaros, S.M.1    Gledson, A.2    Nenadic, G.3    Zeng, X.J.4    Keane, J.5    Jackson, A.6
  • 9
    • 0035544606 scopus 로고    scopus 로고
    • Computer-aided diagnosis in chest radiography: A survey
    • DOI 10.1109/42.974918, PII S0278006201111365
    • Van Ginneken B., Ter Haar Romeny B. M., Viergever M. A., Computer-aided diagnosis in chest radiography: a survey. IEEE Transactions on Medical Imaging 2001 20 12 1228 1241 2-s2.0-0035544606 10.1109/42.974918 (Pubitemid 34129759)
    • (2001) IEEE Transactions on Medical Imaging , vol.20 , Issue.12 , pp. 1228-1241
    • Van Ginneken, B.1    Ter Haar Romeny, B.M.2    Viergever, M.A.3
  • 10
    • 79952364810 scopus 로고    scopus 로고
    • Intracranial pressure level prediction in traumatic brain injury by extracting features from multiple sources and using machine learning methods
    • December 2010 2-s2.0-79952364810 10.1109/BIBM.2010.5706619
    • Chen W., Cockrell C., Ward K. R., Najarian K., Intracranial pressure level prediction in traumatic brain injury by extracting features from multiple sources and using machine learning methods. Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine (BIBM '10) December 2010 510 515 2-s2.0-79952364810 10.1109/BIBM.2010.5706619
    • Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine (BIBM '10) , pp. 510-515
    • Chen, W.1    Cockrell, C.2    Ward, K.R.3    Najarian, K.4
  • 14
    • 63349110176 scopus 로고    scopus 로고
    • A comparative analysis of multi-level computer-assisted decision making systems for traumatic injuries
    • 1, ARTICLE 2 2-s2.0-63349110176 10.1186/1472-6947-9-2
    • Ji S. Y., Smith R., Huynh T., Najarian K., A comparative analysis of multi-level computer-assisted decision making systems for traumatic injuries. BMC Medical Informatics and Decision Making 2009 9 1, article 2 2-s2.0-63349110176 10.1186/1472-6947-9-2
    • (2009) BMC Medical Informatics and Decision Making , vol.9
    • Ji, S.Y.1    Smith, R.2    Huynh, T.3    Najarian, K.4
  • 15
    • 0035102385 scopus 로고    scopus 로고
    • Clinical decision-support systems for intensive care units using case-based reasoning
    • 2-s2.0-0035102385 10.1016/S1350-4533(00)00078-3
    • Frize M., Walker R., Clinical decision-support systems for intensive care units using case-based reasoning. Medical Engineering and Physics 2000 22 9 671 677 2-s2.0-0035102385 10.1016/S1350-4533(00)00078-3
    • (2000) Medical Engineering and Physics , vol.22 , Issue.9 , pp. 671-677
    • Frize, M.1    Walker, R.2
  • 16
    • 53849089262 scopus 로고    scopus 로고
    • Hybrid approach using case-based reasoning and rule-based reasoning for domain independent clinical decision support in ICU
    • 2-s2.0-53849089262 10.1016/j.eswa.2007.09.054
    • Kumar K. A., Singh Y., Sanyal S., Hybrid approach using case-based reasoning and rule-based reasoning for domain independent clinical decision support in ICU. Expert Systems with Applications 2009 36 1 65 71 2-s2.0-53849089262 10.1016/j.eswa.2007.09.054
    • (2009) Expert Systems with Applications , vol.36 , Issue.1 , pp. 65-71
    • Kumar, K.A.1    Singh, Y.2    Sanyal, S.3
  • 18
    • 36549070691 scopus 로고    scopus 로고
    • Computer aided diagnosis of ECG data on the least square support vector machine
    • DOI 10.1016/j.dsp.2007.05.006, PII S1051200407000929
    • Polat K., Akdemir B., Güneş S., Computer aided diagnosis of ECG data on the least square support vector machine. Digital Signal Processing 2008 18 1 25 32 2-s2.0-36549070691 10.1016/j.dsp.2007.05.006 (Pubitemid 350184351)
    • (2008) Digital Signal Processing: A Review Journal , vol.18 , Issue.1 , pp. 25-32
    • Polat, K.1    Akdemir, B.2    Gunes, S.3
  • 20
    • 39849097514 scopus 로고    scopus 로고
    • The impact of computer-assisted auscultation on physician referrals of asymptomatic patients with heart murmurs
    • DOI 10.1002/clc.20185
    • Watrous R. L., Thompson W. R., Ackerman S. J., The impact of computer-assisted auscultation on physician referrals of asymptomatic patients with heart murmurs. Clinical Cardiology 2008 31 2 79 83 2-s2.0-39849097514 10.1002/clc.20185 (Pubitemid 351317217)
    • (2008) Clinical Cardiology , vol.31 , Issue.2 , pp. 79-83
    • Watrous, R.L.1    Thompson, W.R.2    Ackerman, S.J.3
  • 21
    • 84867362387 scopus 로고    scopus 로고
    • Non-linear dynamical signal characterization for prediction of defibrillation success through machine learning
    • Shandilya S., Ward K., Kurz M., Najarian K., Non-linear dynamical signal characterization for prediction of defibrillation success through machine learning. BMC Medical Informatics and Decision Making 2012 12, article 116
    • (2012) BMC Medical Informatics and Decision Making , pp. 12116
    • Shandilya, S.1    Ward, K.2    Kurz, M.3    Najarian, K.4
  • 22
    • 0031606021 scopus 로고    scopus 로고
    • The Effect of a Knowledge-Based, Image Analysis and Clinical Decision Support System on Observer Performance in the Diagnosis of Approximal Caries from Radiographic Images
    • Firestone A. R., Sema D., Heaven T. J., Weems R. A., The effect of a knowledge-based, image analysis and clinical decision support system on observer performance in the diagnosis of approximal caries from radiographic images. Caries Research 1998 32 2 127 134 2-s2.0-0031606021 (Pubitemid 128527716)
    • (1998) Caries Research , vol.32 , Issue.2 , pp. 127-134
    • Firestone, A.R.1    Sema, D.2    Heaven, T.J.3    Weems, R.A.4
  • 24
    • 33746901239 scopus 로고    scopus 로고
    • The use of artificial neural networks in decision support in cancer: A systematic review
    • DOI 10.1016/j.neunet.2005.10.007, PII S0893608005002844
    • Lisboa P. J., Taktak A. F. G., The use of artificial neural networks in decision support in cancer: a systematic review. Neural Networks 2006 19 4 408 415 2-s2.0-33746901239 10.1016/j.neunet.2005.10.007 (Pubitemid 44183627)
    • (2006) Neural Networks , vol.19 , Issue.4 , pp. 408-415
    • Lisboa, P.J.1    Taktak, A.F.G.2
  • 26
    • 79957990380 scopus 로고    scopus 로고
    • Computer-aided prognosis: Predicting patient and disease outcome via quantitative fusion of multi-scale, multi-modal data
    • 10.1016/j.compmedimag.2011.01.008
    • Madabhushi A., Agner S., Basavanhally A., Doyle S., Lee G., Computer-aided prognosis: predicting patient and disease outcome via quantitative fusion of multi-scale, multi-modal data. Computerized Medical Imaging and Graphics 2011 35 506 514 10.1016/j.compmedimag.2011.01.008
    • (2011) Computerized Medical Imaging and Graphics , vol.35 , pp. 506-514
    • Madabhushi, A.1    Agner, S.2    Basavanhally, A.3    Doyle, S.4    Lee, G.5
  • 27
    • 0034871408 scopus 로고    scopus 로고
    • Potential of computer-aided diagnosis to reduce variability in radiologists' interpretations of mammograms depicting microcalcifications
    • Jiang Y., Nishikawa R. M., Schmidt R. A., Toledano A. Y., Doi K., Potential of computer-aided diagnosis to reduce variability in radiologists' interpretations of mammograms depicting microcalcifications. Radiology 2001 220 3 787 794 2-s2.0-0034871408 (Pubitemid 32799991)
    • (2001) Radiology , vol.220 , Issue.3 , pp. 787-794
    • Jiang, Y.1    Nishikawa, R.M.2    Schmidt, R.A.3    Toledano, A.Y.4    Doi, K.5
  • 28
    • 0142120449 scopus 로고    scopus 로고
    • Computer-aided detection and classification of microcalcifications in mammograms: A survey
    • DOI 10.1016/S0031-3203(03)00192-4
    • Cheng H. D., Cai X., Chen X., Hu L., Lou X., Computer-aided detection and classification of microcalcifications in mammograms: a survey. Pattern Recognition 2003 36 12 2967 2991 2-s2.0-0142120449 10.1016/S0031-3203(03)00192-4 (Pubitemid 37293407)
    • (2003) Pattern Recognition , vol.36 , Issue.12 , pp. 2967-2991
    • Cheng, H.D.1    Cai, X.2    Chen, X.3    Hu, L.4    Lou, X.5
  • 29
    • 39049153244 scopus 로고    scopus 로고
    • Decision optimization of case-based computer-aided decision systems using genetic algorithms with application to mammography
    • DOI 10.1088/0031-9155/53/4/005, PII S0031915508606272
    • Mazurowski M. A., Habas P. A., Zurada J. M., Tourassi G. D., Decision optimization of case-based computer-aided decision systems using genetic algorithms with application to mammography. Physics in Medicine and Biology 2008 53 4 895 908 2-s2.0-39049153244 10.1088/0031-9155/53/4/005 (Pubitemid 351238112)
    • (2008) Physics in Medicine and Biology , vol.53 , Issue.4 , pp. 895-908
    • Mazurowski, M.A.1    Habas, P.A.2    Zurada, J.M.3    Tourassi, G.D.4
  • 30
    • 77958573912 scopus 로고    scopus 로고
    • A unified 35-gene signature for both subtype classification and survival prediction in diffuse large B-cell lymphomas
    • e12726 2-s2.0-79952278797
    • Cai Y. D., Huang T., Feng K. Y., Hu L., Xie L., A unified 35-gene signature for both subtype classification and survival prediction in diffuse large B-cell lymphomas. PloS one 2010 5 9 e12726 2-s2.0-79952278797
    • (2010) PloS One , vol.5 , Issue.9
    • Cai, Y.D.1    Huang, T.2    Feng, K.Y.3    Hu, L.4    Xie, L.5
  • 31
    • 33947534595 scopus 로고    scopus 로고
    • A review of computer-aided diagnosis of breast cancer: Toward the detection of subtle signs
    • DOI 10.1016/j.jfranklin.2006.09.003, PII S001600320600127X
    • Rangayyan R. M., Ayres F. J., Leo Desautels J. E., A review of computer-aided diagnosis of breast cancer: toward the detection of subtle signs. Journal of the Franklin Institute 2007 344 3-4 312 348 2-s2.0-33947534595 10.1016/j.jfranklin.2006.09.003 (Pubitemid 46470046)
    • (2007) Journal of the Franklin Institute , vol.344 , Issue.3-4 , pp. 312-348
    • Rangayyan, R.M.1    Ayres, F.J.2    Leo Desautels, J.E.3
  • 32
    • 0242664263 scopus 로고    scopus 로고
    • Measuring the Impact of Diagnostic Decision Support on the Quality of Clinical Decision Making: Development of a Reliable and Valid Composite Score
    • DOI 10.1197/jamia.M1338
    • Ramnarayan P., Kapoor R. R., Coren M., Nanduri V., Tomlinson A. L., Taylor P. M., Wyatt J. C., Britto J. F., Measuring the impact of diagnostic decision support on the quality of clinical decision making: development of a reliable and valid composite score. Journal of the American Medical Informatics Association 2003 10 6 563 572 2-s2.0-0242664263 10.1197/jamia.M1338 (Pubitemid 37377466)
    • (2003) Journal of the American Medical Informatics Association , vol.10 , Issue.6 , pp. 563-572
    • Ramnarayan, P.1    Kapoor, R.R.2    Coren, M.3    Nanduri, V.4    Tomlinson, A.L.5    Taylor, P.M.6    Wyatt, J.C.7    Britto, J.F.8
  • 33
    • 0036830085 scopus 로고    scopus 로고
    • Paediatric clinical decision support systems
    • DOI 10.1136/adc.87.5.361
    • Ramnarayan P., Britto J., Paediatric clinical decision support systems. Archives of Disease in Childhood 2002 87 5 361 362 2-s2.0-0036830085 10.1136/adc.87.5.361 (Pubitemid 35252887)
    • (2002) Archives of Disease in Childhood , vol.87 , Issue.5 , pp. 361-362
    • Ramnarayan, P.1    Britto, J.2
  • 34
  • 35
    • 67649488749 scopus 로고    scopus 로고
    • Clinical decision support systems in the pediatric intensive care unit
    • 2-s2.0-67649488749 10.1097/PCC.0b013e3181936b23
    • Mack E. H., Wheeler D. S., Embi P. J., Clinical decision support systems in the pediatric intensive care unit. Pediatric Critical Care Medicine 2009 10 1 23 28 2-s2.0-67649488749 10.1097/PCC.0b013e3181936b23
    • (2009) Pediatric Critical Care Medicine , vol.10 , Issue.1 , pp. 23-28
    • Mack, E.H.1    Wheeler, D.S.2    Embi, P.J.3
  • 36
    • 2342469372 scopus 로고    scopus 로고
    • Computer aided fuzzy medical diagnosis
    • 2-s2.0-2342469372 10.1016/j.ins.2004.03.003
    • Innocent P. R., John R. I., Computer aided fuzzy medical diagnosis. Information Sciences 2004 162 2 81 104 2-s2.0-2342469372 10.1016/j.ins.2004.03. 003
    • (2004) Information Sciences , vol.162 , Issue.2 , pp. 81-104
    • Innocent, P.R.1    John, R.I.2
  • 40
    • 63349110176 scopus 로고    scopus 로고
    • A comparative analysis of multi-level computer-assisted decision making systems for traumatic injuries
    • 1, ARTICLE 2 2-s2.0-63349110176 10.1186/1472-6947-9-2
    • Ji S. Y., Smith R., Huynh T., Najarian K., A comparative analysis of multi-level computer-assisted decision making systems for traumatic injuries. BMC Medical Informatics and Decision Making 2009 9 1, article 2 2-s2.0-63349110176 10.1186/1472-6947-9-2
    • (2009) BMC Medical Informatics and Decision Making , vol.9
    • Ji, S.Y.1    Smith, R.2    Huynh, T.3    Najarian, K.4
  • 41
    • 0242412914 scopus 로고    scopus 로고
    • Bioinformatics and medical informatics: Collaborations on the road to genomic medicine?
    • DOI 10.1197/jamia.M1305
    • Maojo V., Kulikowski C. A., Bioinformatics and medical informatics: collaborations on the road to genomic medicine? Journal of the American Medical Informatics Association 2003 10 6 515 522 2-s2.0-0242412914 10.1197/jamia.M1305 (Pubitemid 37377460)
    • (2003) Journal of the American Medical Informatics Association , vol.10 , Issue.6 , pp. 515-522
    • Maojo, V.1    Kulikowski, C.A.2
  • 42
    • 52749089141 scopus 로고    scopus 로고
    • The prediction of interferon treatment effects based on time series microarray gene expression profiles
    • 2-s2.0-52749089141 10.1186/1479-5876-6-44
    • Huang T., Tu K., Shyr Y., Wei C. C., Xie L., Li Y. X., The prediction of interferon treatment effects based on time series microarray gene expression profiles. Journal of Translational Medicine 2008 6, article 44 2-s2.0-52749089141 10.1186/1479-5876-6-44
    • (2008) Journal of Translational Medicine , vol.644
    • Huang, T.1    Tu, K.2    Shyr, Y.3    Wei, C.C.4    Xie, L.5    Li, Y.X.6
  • 44
    • 79952350255 scopus 로고    scopus 로고
    • Computational analysis of HIV-1 resistance based on gene expression profiles and the virus-host interaction network
    • 2-s2.0-79952350255 10.1371/journal.pone.0017291 e17291
    • Huang T., Xu Z., Chen L., Cai Y. D., Kong X., Computational analysis of HIV-1 resistance based on gene expression profiles and the virus-host interaction network. PLoS ONE 2011 6 3 2-s2.0-79952350255 10.1371/journal.pone. 0017291 e17291
    • (2011) PLoS ONE , vol.6 , Issue.3
    • Huang, T.1    Xu, Z.2    Chen, L.3    Cai, Y.D.4    Kong, X.5
  • 45
    • 84859499974 scopus 로고    scopus 로고
    • Hepatitis C virus network based classification of hepatocellular cirrhosis and carcinoma
    • e34460
    • Huang T., Wang J., Cai Y. D., Yu H., Chou K. C., Hepatitis C virus network based classification of hepatocellular cirrhosis and carcinoma. PloS One 2012 7 e34460
    • (2012) PloS One , vol.7
    • Huang, T.1    Wang, J.2    Cai, Y.D.3    Yu, H.4    Chou, K.C.5
  • 48
    • 0344107683 scopus 로고
    • The quick medical reference (QMR) relationships function: Description and evaluation of a simple, efficient "multiple diagnoses" algorithm
    • Miller R., Masarie F. Jr., The quick medical reference (QMR) relationships function: description and evaluation of a simple, efficient "multiple diagnoses" algorithm. Proceedings of the World Conference on Medical Informatics (Medinfo '92) 1992 512 518
    • (1992) Proceedings of the World Conference on Medical Informatics (Medinfo '92) , pp. 512-518
    • Miller, R.1    Masarie Jr., F.2
  • 49
    • 0034767539 scopus 로고    scopus 로고
    • Effect of computer-aided management on the quality of treatment in anticoagulated patients: A prospective, randomized, multicenter trial of APROAT (Automated Program for Oral Anticoagulant Treatment)
    • Manotti C., Moia M., Palareti G., Pengo V., Ria L., Dettori A. G., Effect of computer-aided management on the quality of treatment in anticoagulated patients: a prospective, randomized, multicenter trial of APROAT (Automated Program for Oral Anticoagulant Treatment). Haematologica 2001 86 10 1060 1070 2-s2.0-0034767539 (Pubitemid 33031872)
    • (2001) Haematologica , vol.86 , Issue.10 , pp. 1060-1070
    • Manotti, C.1    Moia, M.2    Palareti, G.3    Pengo, V.4    Ria, L.5    Dettori, A.G.6
  • 50
    • 0034780099 scopus 로고    scopus 로고
    • Evaluating informatics applications - Clinical decision support systems literature review
    • DOI 10.1016/S1386-5056(01)00183-6, PII S1386505601001836
    • Kaplan B., Evaluating informatics applications-clinical decision support systems literature review. International Journal of Medical Informatics 2001 64 15 37 (Pubitemid 32982864)
    • (2001) International Journal of Medical Informatics , vol.64 , Issue.1 , pp. 15-37
    • Kaplan, B.1


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