메뉴 건너뛰기




Volumn 26, Issue 4, 2013, Pages 614-629

A novel knowledge representation framework for the statistical validation of quantitative imaging biomarkers

Author keywords

3D imaging (imaging three dimensional); Acceptance testing; Algorithms; Biomedical image analysis; Biostatistics; Clinical application; Clinical information systems; Clinical use determination; Data mining; Evaluation research; Evaluation studies; Expert system; Image analysis; Image libraries; Imaging informatics

Indexed keywords

3D IMAGING; ACCEPTANCE TESTING; BIOMEDICAL IMAGE ANALYSIS; BIOSTATISTICS; CLINICAL APPLICATION; CLINICAL INFORMATION SYSTEM; CLINICAL USE DETERMINATION; EVALUATION RESEARCH; EVALUATION STUDY; IMAGE LIBRARY; IMAGING INFORMATICS;

EID: 84880175169     PISSN: 08971889     EISSN: 1618727X     Source Type: Journal    
DOI: 10.1007/s10278-013-9598-3     Document Type: Article
Times cited : (5)

References (87)
  • 1
    • 39649084919 scopus 로고    scopus 로고
    • The FDA critical path initiative and its influence on new drug development
    • 18186700 10.1146/annurev.med.59.090506.155819 1:CAS:528: DC%2BD1cXis12ntLo%3D
    • Woodcock J, Woosley R: The FDA critical path initiative and its influence on new drug development. Annu Rev Med 59:1-12, 2008
    • (2008) Annu Rev Med , vol.59 , pp. 1-12
    • Woodcock, J.1    Woosley, R.2
  • 2
    • 13544275710 scopus 로고    scopus 로고
    • Using imaging biomarkers to accelerate drug development and clinical trials
    • 15708744 10.1016/S1359-6446(04)03334-3 1:CAS:528:DC%2BD2MXhtlajsb8%3D
    • Pien HH, et al: Using imaging biomarkers to accelerate drug development and clinical trials. Drug Discov Today 10(4):259-266, 2005
    • (2005) Drug Discov Today , vol.10 , Issue.4 , pp. 259-266
    • Pien, H.H.1
  • 3
    • 79952309367 scopus 로고    scopus 로고
    • A collaborative enterprise for multi-stakeholder participation in the advancement of quantitative imaging
    • 21339352 10.1148/radiol.10100799
    • Buckler AJ, et al: A collaborative enterprise for multi-stakeholder participation in the advancement of quantitative imaging. Radiology 258(3):906-914, 2011
    • (2011) Radiology , vol.258 , Issue.3 , pp. 906-914
    • Buckler, A.J.1
  • 4
    • 63449134205 scopus 로고    scopus 로고
    • Considerations for the use of imaging tools for phase II treatment trials in oncology
    • 10.1158/1078-0432.CCR-08-2030 1:CAS:528:DC%2BD1MXjtF2rs7c%3D
    • Shankar LK, et al: Considerations for the use of imaging tools for phase II treatment trials in oncology. Clin Cancer Res: Off J American Assoc Cancer Res 15(6):1891-1897, 2009
    • (2009) Clin Cancer Res: Off J American Assoc Cancer Res , vol.15 , Issue.6 , pp. 1891-1897
    • Shankar, L.K.1
  • 5
    • 33745953240 scopus 로고    scopus 로고
    • Measures of response: RECIST, WHO, and new alternatives
    • 16829648 10.1200/JCO.2006.06.5599
    • Jaffe CC: Measures of response: RECIST, WHO, and new alternatives. J Clin Oncol 24(20):3245-3251, 2006
    • (2006) J Clin Oncol , vol.24 , Issue.20 , pp. 3245-3251
    • Jaffe, C.C.1
  • 6
    • 84880164571 scopus 로고    scopus 로고
    • Karolinska Institutet accessed 19 November 2012
    • Karolinska Institutet. http://ki.se/?l=en, 2012: p. accessed 19 November 2012
    • (2012)
  • 7
    • 84880178720 scopus 로고    scopus 로고
    • The British Columbia BioLibrary Copyright © 2010 BC BioLibrary
    • The British Columbia BioLibrary. http://www.bcbiolibrary.ca/, Copyright © 2010 BC BioLibrary
  • 8
    • 44449162561 scopus 로고    scopus 로고
    • Biomarkers in oncology research and treatment: Early detection research network: A collaborative approach
    • 20477439 10.2217/17520363.2.2.181
    • Moncada V, Srivastava S: Biomarkers in oncology research and treatment: early detection research network: a collaborative approach. Biomark Med 2(2):181-195, 2008
    • (2008) Biomark Med , vol.2 , Issue.2 , pp. 181-195
    • Moncada, V.1    Srivastava, S.2
  • 9
    • 38549102538 scopus 로고    scopus 로고
    • IDBD: Infectious disease biomarker database
    • 17982173 1:CAS:528:DC%2BD1cXhtVWitL4%3D
    • Yang IS, et al: IDBD: infectious disease biomarker database. Nucleic Acids Res 36(Database issue):D455-D460, 2008
    • (2008) Nucleic Acids Res , vol.36
    • Yang, I.S.1
  • 11
    • 47949105622 scopus 로고    scopus 로고
    • Imaging in drug discovery, preclinical, and early clinical development
    • Wong DF: Imaging in drug discovery, preclinical, and early clinical development. J Nucl Med: Off Pub Soc Nucl Med 49(6):26N-28N, 2008
    • (2008) J Nucl Med: Off Pub Soc Nucl Med , vol.49 , Issue.6
    • Wong, D.F.1
  • 12
    • 15544389053 scopus 로고    scopus 로고
    • Database design and implementation for quantitative image analysis research
    • 15787012 10.1109/TITB.2004.837854
    • Brown MS, et al: Database design and implementation for quantitative image analysis research. IEEE Trans Inf Technol Biomed 9(1):99-108, 2005
    • (2005) IEEE Trans Inf Technol Biomed , vol.9 , Issue.1 , pp. 99-108
    • Brown, M.S.1
  • 13
    • 79952201056 scopus 로고    scopus 로고
    • Knowledge management for systems biology a general and visually driven framework applied to translational medicine
    • 21375767 10.1186/1752-0509-5-38
    • Maier D, et al: Knowledge management for systems biology a general and visually driven framework applied to translational medicine. BMC Syst Biol 5:38, 2011
    • (2011) BMC Syst Biol , vol.5 , pp. 38
    • Maier, D.1
  • 14
    • 33750369245 scopus 로고    scopus 로고
    • A statistical evaluation of recent full reference image quality assessment algorithms
    • 10.1109/TIP.2006.881959
    • Sheikh HR, Sabir MF, Bovik AC: A statistical evaluation of recent full reference image quality assessment algorithms. IEEE Trans Image Process: Publ IEEE Signal Process Soc 15(11):3440-3451, 2006
    • (2006) IEEE Trans Image Process: Publ IEEE Signal Process Soc , vol.15 , Issue.11 , pp. 3440-3451
    • Sheikh, H.R.1    Sabir, M.F.2    Bovik, A.C.3
  • 15
    • 35148869658 scopus 로고    scopus 로고
    • Evaluation of 4'-[methyl-14C]thiothymidine for in vivo DNA synthesis imaging
    • 1:CAS:528:DC%2BD28XhtFKjtrbF
    • Toyohara J, et al: Evaluation of 4'-[methyl-14C]thiothymidine for in vivo DNA synthesis imaging. J Nuclear Medicine: Off Publ Soc Nucl Med 47(10):1717-1722, 2006
    • (2006) J Nuclear Medicine: Off Publ Soc Nucl Med , vol.47 , Issue.10 , pp. 1717-1722
    • Toyohara, J.1
  • 16
    • 79958781067 scopus 로고    scopus 로고
    • Glycol chitosan/heparin immobilized iron oxide nanoparticles with a tumor-targeting characteristic for magnetic resonance imaging
    • 21506550 10.1021/bm200413a 1:CAS:528:DC%2BC3MXlsVOjtrY%3D
    • Yuk SH, et al: Glycol chitosan/heparin immobilized iron oxide nanoparticles with a tumor-targeting characteristic for magnetic resonance imaging. Biomacromolecules 12(6):2335-2343, 2011
    • (2011) Biomacromolecules , vol.12 , Issue.6 , pp. 2335-2343
    • Yuk, S.H.1
  • 17
    • 0037062464 scopus 로고    scopus 로고
    • In vitro and in vivo studies of a VEGF121/rGelonin chimeric fusion toxin targeting the neovasculature of solid tumors
    • 12060733 10.1073/pnas.122157899 1:CAS:528:DC%2BD38XkvVGjsb4%3D
    • Veenendaal LM, et al: In vitro and in vivo studies of a VEGF121/rGelonin chimeric fusion toxin targeting the neovasculature of solid tumors. Proc Natl Acad Sci U S A 99(12):7866-7871, 2002
    • (2002) Proc Natl Acad Sci U S A , vol.99 , Issue.12 , pp. 7866-7871
    • Veenendaal, L.M.1
  • 18
    • 80052633325 scopus 로고    scopus 로고
    • Biodistribution, pharmacokinetics, and nuclear imaging studies of 111In-labeled rGel/BLyS fusion toxin in SCID mice bearing B cell lymphoma
    • 10.1007/s11307-010-0391-0
    • Wen X, et al: Biodistribution, pharmacokinetics, and nuclear imaging studies of 111In-labeled rGel/BLyS fusion toxin in SCID mice bearing B cell lymphoma. Mol Imaging Biol: MIB: Off Publ Acad Mol Imaging 13(4):721-729, 2011
    • (2011) Mol Imaging Biol: MIB: Off Publ Acad Mol Imaging , vol.13 , Issue.4 , pp. 721-729
    • Wen, X.1
  • 19
    • 70849120150 scopus 로고    scopus 로고
    • Durable mesenchymal stem cell labelling by using polyhedral superparamagnetic iron oxide nanoparticles
    • 19834937 10.1002/chem.200901548 1:CAS:528:DC%2BD1MXhsVahu7vL
    • Wang HH, et al: Durable mesenchymal stem cell labelling by using polyhedral superparamagnetic iron oxide nanoparticles. Chemistry 15(45):12417-12425, 2009
    • (2009) Chemistry , vol.15 , Issue.45 , pp. 12417-12425
    • Wang, H.H.1
  • 20
    • 84880169021 scopus 로고    scopus 로고
    • Molecular Imaging and Contrast Agent Database (MICAD)
    • http://www.ncbi.nlm.nih.gov/books/NBK5330/, Molecular Imaging and Contrast Agent Database (MICAD). 2011
    • (2011)
  • 22
    • 13844265749 scopus 로고    scopus 로고
    • Molecular imaging in the clinical arena
    • 10.1001/jama.293.7.855 1:CAS:528:DC%2BD2MXhsVyisLw%3D
    • Jaffer FA, Weissleder R: Molecular imaging in the clinical arena. JAMA: J American Medical Association 293(7):855-862, 2005
    • (2005) JAMA: J American Medical Association , vol.293 , Issue.7 , pp. 855-862
    • Jaffer, F.A.1    Weissleder, R.2
  • 23
    • 12944288028 scopus 로고    scopus 로고
    • Surrogate endpoints and FDA's accelerated approval process
    • 10.1377/hlthaff.24.1.67
    • Fleming TR: Surrogate endpoints and FDA's accelerated approval process. Heal Aff 24(1):67-78, 2005
    • (2005) Heal Aff , vol.24 , Issue.1 , pp. 67-78
    • Fleming, T.R.1
  • 24
    • 0035100888 scopus 로고    scopus 로고
    • Biomarkers and surrogate endpoints: Preferred definitions and conceptual framework
    • Atkinson, A.J.e.a: Biomarkers and surrogate endpoints: preferred definitions and conceptual framework. Clinical pharmacology and therapeutics 69(3):89-95, 2001
    • (2001) Clinical Pharmacology and Therapeutics , vol.69 , Issue.3 , pp. 89-95
    • Atkinson, A.J.E.A.1
  • 25
    • 23244451582 scopus 로고    scopus 로고
    • Biomarkers and surrogate markers: An FDA perspective
    • 15717019 10.1602/neurorx.1.2.189
    • Katz R: Biomarkers and surrogate markers: an FDA perspective. NeuroRx 1(2):189-195, 2004
    • (2004) NeuroRx , vol.1 , Issue.2 , pp. 189-195
    • Katz, R.1
  • 26
    • 67650604373 scopus 로고    scopus 로고
    • The value, qualification, and regulatory use of surrogate end points in drug development
    • 19474783 10.1038/clpt.2009.69 1:STN:280:DC%2BD1Mvis1GrtA%3D%3D
    • Lathia CD, et al: The value, qualification, and regulatory use of surrogate end points in drug development. Clin Pharmacol Ther 86(1):32-43, 2009
    • (2009) Clin Pharmacol Ther , vol.86 , Issue.1 , pp. 32-43
    • Lathia, C.D.1
  • 27
    • 15544383053 scopus 로고    scopus 로고
    • FDG-PET and beyond: Molecular breast cancer imaging
    • 15755974 10.1200/JCO.2005.11.024 1:CAS:528:DC%2BD2MXjtVCqurk%3D
    • Quon A, Gambhir SS: FDG-PET and beyond: molecular breast cancer imaging. J Clin Oncol 23(8):1664-1673, 2005
    • (2005) J Clin Oncol , vol.23 , Issue.8 , pp. 1664-1673
    • Quon, A.1    Gambhir, S.S.2
  • 28
    • 0037612510 scopus 로고    scopus 로고
    • Biomarkers in imaging: Realizing radiology's future
    • 12663828 10.1148/radiol.2273020518
    • Smith JJ, Sorensen AG, Thrall JH: Biomarkers in imaging: realizing radiology's future. Radiology 227(3):633-638, 2003
    • (2003) Radiology , vol.227 , Issue.3 , pp. 633-638
    • Smith, J.J.1    Sorensen, A.G.2    Thrall, J.H.3
  • 29
    • 48549097355 scopus 로고    scopus 로고
    • Noninvasive imaging and quantification of epidermal growth factor receptor kinase activation in vivo
    • 18593895 10.1158/0008-5472.CAN-07-5984 1:CAS:528:DC%2BD1cXnvFOqtrg%3D
    • Li W, et al: Noninvasive imaging and quantification of epidermal growth factor receptor kinase activation in vivo. Cancer Res 68(13):4990-4997, 2008
    • (2008) Cancer Res , vol.68 , Issue.13 , pp. 4990-4997
    • Li, W.1
  • 30
    • 12344323482 scopus 로고    scopus 로고
    • Ligand-carrying gas-filled microbubbles: Ultrasound contrast agents for targeted molecular imaging
    • 15656569 10.1021/bc049898y 1:CAS:528:DC%2BD2cXhtFGgt73M
    • Klibanov AL: Ligand-carrying gas-filled microbubbles: ultrasound contrast agents for targeted molecular imaging. Bioconjugate Chemistry 16(1):9-17, 2005
    • (2005) Bioconjugate Chemistry , vol.16 , Issue.1 , pp. 9-17
    • Klibanov, A.L.1
  • 32
    • 43849093655 scopus 로고    scopus 로고
    • Toward verified biological models
    • 18451431 10.1109/TCBB.2007.1076 1:CAS:528:DC%2BD1cXns1artrk%3D
    • Sadot A, et al: Toward verified biological models. IEEE/ACM Trans Comput Biol Bioinform 5(2):223-234, 2008
    • (2008) IEEE/ACM Trans Comput Biol Bioinform , vol.5 , Issue.2 , pp. 223-234
    • Sadot, A.1
  • 33
    • 61849108673 scopus 로고    scopus 로고
    • A Software Framework for Multiscale and Multilevel Physiological Model Integration and Simulation
    • Vancouver, British Columbia, Canada
    • Cavusoglu E.Z.E.a.M.C: A Software Framework for Multiscale and Multilevel Physiological Model Integration and Simulation, in 30th Annual International IEEE EMBS Conference 2008: Vancouver, British Columbia, Canada
    • 30th Annual International IEEE EMBS Conference 2008
    • Cavusoglu, E.Z.E.A.M.C.1
  • 35
    • 85032751645 scopus 로고    scopus 로고
    • How Will Bioinformatics Impact Signal Processing Research?
    • Chen J, et al: How Will Bioinformatics Impact Signal Processing Research? IEEE Signal Processing Magazine p. 16-26, 2003
    • (2003) IEEE Signal Processing Magazine , pp. 16-26
    • Chen, J.1
  • 36
    • 3042791860 scopus 로고    scopus 로고
    • Preparation of F-18 labeled annexin V: A potential PET radiopharmaceutical for imaging cell death
    • 15246365 10.1016/j.nucmedbio.2004.02.007 1:CAS:528:DC%2BD2cXlsFyltrY%3D
    • Toretsky J, et al: Preparation of F-18 labeled annexin V: a potential PET radiopharmaceutical for imaging cell death. Nucl Med Biol 31(6):747-752, 2004
    • (2004) Nucl Med Biol , vol.31 , Issue.6 , pp. 747-752
    • Toretsky, J.1
  • 38
    • 67650085792 scopus 로고    scopus 로고
    • Evaluating variability in tumor measurements from same-day repeat CT scans of patients with non-small cell lung cancer
    • 19561260 10.1148/radiol.2522081593
    • Zhao B, et al: Evaluating variability in tumor measurements from same-day repeat CT scans of patients with non-small cell lung cancer. Radiology 252(1):263-272, 2009
    • (2009) Radiology , vol.252 , Issue.1 , pp. 263-272
    • Zhao, B.1
  • 39
    • 79851470806 scopus 로고    scopus 로고
    • Standardization of quantitative imaging: The time is right, and 18F-FDG PET/CT is a good place to start
    • 10.2967/jnumed.110.081224
    • Buckler AJ, Boellaard R: Standardization of quantitative imaging: the time is right, and 18F-FDG PET/CT is a good place to start. J Medicine: Off Publ Soc Nucl Med 52(2):171-172, 2011
    • (2011) J Medicine: Off Publ Soc Nucl Med , vol.52 , Issue.2 , pp. 171-172
    • Buckler, A.J.1    Boellaard, R.2
  • 40
    • 0034887203 scopus 로고    scopus 로고
    • Creating the gene ontology resource: Design and implementation
    • Creating the gene ontology resource: design and implementation. Genome Res 11(8): p. 1425-33, 2001
    • (2001) Genome Res , vol.11 , Issue.8 , pp. 1425-1433
  • 41
    • 0034069495 scopus 로고    scopus 로고
    • Gene ontology: Tool for the unification of biology. The Gene Ontology Consortium
    • 10802651 10.1038/75556 1:CAS:528:DC%2BD3cXjtFSlsbc%3D
    • Ashburner M, et al: Gene ontology: tool for the unification of biology. The Gene Ontology Consortium. Nat Genet 25(1):25-29, 2000
    • (2000) Nat Genet , vol.25 , Issue.1 , pp. 25-29
    • Ashburner, M.1
  • 42
    • 57149130826 scopus 로고    scopus 로고
    • A multiobjective evolutionary conceptual clustering methodology for gene annotation within structural databases: A case of study on the gene ontology database
    • 10.1109/TEVC.2008.915995
    • Romero-Zaliz RC, et al: A multiobjective evolutionary conceptual clustering methodology for gene annotation within structural databases: a case of study on the gene ontology database. IEEE Trans Evol Comput 12(6):679-701, 2008
    • (2008) IEEE Trans Evol Comput , vol.12 , Issue.6 , pp. 679-701
    • Romero-Zaliz, R.C.1
  • 43
    • 18344396568 scopus 로고    scopus 로고
    • Minimum information about a microarray experiment (MIAME)-toward standards for microarray data
    • 11726920 10.1038/ng1201-365 1:CAS:528:DC%2BD3MXovFamurw%3D
    • Brazma A, et al: Minimum information about a microarray experiment (MIAME)-toward standards for microarray data. Nat Genet 29(4):365-371, 2001
    • (2001) Nat Genet , vol.29 , Issue.4 , pp. 365-371
    • Brazma, A.1
  • 44
    • 84867338003 scopus 로고    scopus 로고
    • Discovery and preclinical validation of drug indications using compendia of public gene expression data
    • 10.1126/scitranslmed.3001318 1:CAS:528:DC%2BC3MXhtFOisL3K
    • Sirota M, et al: Discovery and preclinical validation of drug indications using compendia of public gene expression data. Sci Trans Med 3(96):96ra77, 2011
    • (2011) Sci Trans Med , vol.3 , Issue.96
    • Sirota, M.1
  • 45
    • 79956312010 scopus 로고    scopus 로고
    • Quantitative imaging test approval and biomarker qualification: Interrelated but distinct activities
    • 21325035 10.1148/radiol.10100800
    • Buckler AJ, et al: Quantitative imaging test approval and biomarker qualification: interrelated but distinct activities. Radiology 259(3):875-884, 2011
    • (2011) Radiology , vol.259 , Issue.3 , pp. 875-884
    • Buckler, A.J.1
  • 46
    • 71249089216 scopus 로고    scopus 로고
    • Volumetric CT in lung cancer: An example for the qualification of imaging as a biomarker
    • 19969254 10.1016/j.acra.2009.06.019
    • Buckler AJ, et al: Volumetric CT in lung cancer: an example for the qualification of imaging as a biomarker. Acad Radiol 17(1):107-115, 2010
    • (2010) Acad Radiol , vol.17 , Issue.1 , pp. 107-115
    • Buckler, A.J.1
  • 47
    • 71049186051 scopus 로고    scopus 로고
    • The use of volumetric CT as an imaging biomarker in lung cancer
    • 19969253 10.1016/j.acra.2009.07.030
    • Buckler AJ, et al: The use of volumetric CT as an imaging biomarker in lung cancer. Acad Radiol 17(1):100-106, 2010
    • (2010) Acad Radiol , vol.17 , Issue.1 , pp. 100-106
    • Buckler, A.J.1
  • 48
    • 84886949653 scopus 로고    scopus 로고
    • Datasets for the qualification of volumetric CT as a quantitative imaging biomarker in lung cancer
    • 20640013 10.1364/OE.18.015267 1:STN:280:DC%2BC3cnotVKjsw%3D%3D
    • Buckler AJ, et al: Datasets for the qualification of volumetric CT as a quantitative imaging biomarker in lung cancer. Opt Express 18(14):15267-15282, 2010
    • (2010) Opt Express , vol.18 , Issue.14 , pp. 15267-15282
    • Buckler, A.J.1
  • 50
    • 77956126688 scopus 로고    scopus 로고
    • Change in lung tumor volume as a biomarker of treatment response: A critical review of the evidence
    • 20332135 10.1093/annonc/mdq051 1:STN:280:DC%2BC3cjmtlClug%3D%3D
    • Mozley PD, et al: Change in lung tumor volume as a biomarker of treatment response: a critical review of the evidence. Ann Oncol 21(9):1751-1755, 2010
    • (2010) Ann Oncol , vol.21 , Issue.9 , pp. 1751-1755
    • Mozley, P.D.1
  • 52
    • 0012080432 scopus 로고    scopus 로고
    • Stanford Knowledge Systems Laboratory technical report KSL-01-05 and Stanford Medical Informatics technical report SMI-2001-0880
    • Noy NF and DL McGuinness: A Guide to Creating Your First Ontology. Stanford Knowledge Systems Laboratory technical report KSL-01-05 and Stanford Medical Informatics technical report SMI-2001-0880, 2001
    • (2001) A Guide to Creating Your First Ontology
    • Noy, N.F.1    McGuinness, D.L.2
  • 53
    • 55649125289 scopus 로고    scopus 로고
    • Creating and curating a terminology for radiology: Ontology modeling and analysis
    • 10.1007/s10278-007-9073-0
    • Rubin DL: Creating and curating a terminology for radiology: ontology modeling and analysis. J Digital Imaging Off J Soc Comput Appl Radiol 21(4):355-362, 2008
    • (2008) J Digital Imaging off J Soc Comput Appl Radiol , vol.21 , Issue.4 , pp. 355-362
    • Rubin, D.L.1
  • 54
    • 35448966196 scopus 로고    scopus 로고
    • Protege: A tool for managing and using terminology in radiology applications
    • 10.1007/s10278-007-9065-0
    • Rubin DL, Noy NF, Musen MA: Protege: a tool for managing and using terminology in radiology applications. J Digital Imaging Off J Soc Comput Appl Radiol 20(Suppl 1):34-46, 2007
    • (2007) J Digital Imaging off J Soc Comput Appl Radiol , vol.20 , Issue.SUPPL. 1 , pp. 34-46
    • Rubin, D.L.1    Noy, N.F.2    Musen, M.A.3
  • 55
    • 0032416992 scopus 로고    scopus 로고
    • Domain ontologies in software engineering: Use of Protege with the EON architecture
    • 1:STN:280:DyaK1M%2Fot1Gksw%3D%3D
    • Musen MA: Domain ontologies in software engineering: use of Protege with the EON architecture. Methods Inform Med 37(4-5):540-550, 1998
    • (1998) Methods Inform Med , vol.37 , Issue.4-5 , pp. 540-550
    • Musen, M.A.1
  • 57
    • 84880157397 scopus 로고    scopus 로고
    • The National Center for Biomedical Ontology BioPortal accessed 27 November
    • The National Center for Biomedical Ontology BioPortal. Available from: http://bioportal.bioontology.org/, accessed 27 November 2011
    • (2011)
  • 58
    • 84880175545 scopus 로고    scopus 로고
    • BioPortal REST services accessed 25 November
    • BioPortal REST services. Available from: http://www.bioontology.org/wiki/ index.php/BioPortal-REST-services, accessed 25 November 2011
    • (2011)
  • 59
    • 84880140130 scopus 로고    scopus 로고
    • QIBA Protocols and Profiles accessed November 20, 2012
    • QIBA Protocols and Profiles. 2012; Available from: http://www.rsna.org/ QIBA-Protocols-and-Profiles.aspx, accessed November 20, 2012
    • (2012)
  • 61
    • 45749145794 scopus 로고    scopus 로고
    • The first RSBI (ISA-TAB) workshop: "can a simple format work for complex studies?
    • 18447634 10.1089/omi.2008.0019 1:CAS:528:DC%2BD1cXnsVWjtbk%3D
    • Sansone SA, et al: The first RSBI (ISA-TAB) workshop: "can a simple format work for complex studies?". OMICS 12(2):143-149, 2008
    • (2008) OMICS , vol.12 , Issue.2 , pp. 143-149
    • Sansone, S.A.1
  • 62
    • 84872828408 scopus 로고    scopus 로고
    • accessed 27 November
    • Study Data Tabulation Model (SDTM). Available from: http://www.cdisc.org/ sdtm, accessed 27 November 2011.
    • (2011) Study Data Tabulation Model (SDTM)
  • 63
    • 57849086172 scopus 로고    scopus 로고
    • Validation of novel imaging methodologies for use as cancer clinical trial end-points
    • 19091547 10.1016/j.ejca.2008.10.030 1:STN:280:DC%2BD1M%2Fgs1OqsA%3D%3D
    • Sargent DJ, et al: Validation of novel imaging methodologies for use as cancer clinical trial end-points. Eur J Cancer 45(2):290-299, 2009
    • (2009) Eur J Cancer , vol.45 , Issue.2 , pp. 290-299
    • Sargent, D.J.1
  • 64
    • 84880142061 scopus 로고    scopus 로고
    • accessed November 2 2012
    • AIM Template Builder Documentation. 2011; Available from: https://wiki.nci.nih.gov/display/AIM/AIM+Template+Builder+Documentation, accessed November 2, 2012.
    • (2011) AIM Template Builder Documentation
  • 65
    • 84880153880 scopus 로고    scopus 로고
    • Cancer Data Standards Registry and Repository (caDSR) accessed 27 November
    • Cancer Data Standards Registry and Repository (caDSR). Available from: https://cabig.nci.nih.gov/concepts/caDSR/, accessed 27 November 2011.
    • (2011)
  • 66
    • 84880157796 scopus 로고    scopus 로고
    • accessed November 20 2012
    • Abstracts: Pathology Informatics 2011 Meeting. 2011; Available from: http://www.jpathinformatics.org/article.asp?issn=2153-3539;year=2011;volume= 2;issue=1;spage=43;epage=43;aulast =, accessed November 20, 2012
    • (2011) Abstracts: Pathology Informatics 2011 Meeting
  • 67
    • 84880180958 scopus 로고    scopus 로고
    • accessed 27 November 2011
    • National Biomedical Imaging Archive. 2011; Available from: https://cabig.nci.nih.gov/tools/NCIA, accessed 27 November 2011
    • (2011) National Biomedical Imaging Archive
  • 68
    • 84908330794 scopus 로고    scopus 로고
    • Mapping between the OBO and OWL ontology languages
    • 21388572 10.1186/2041-1480-2-S1-S3
    • Tirmizi SH, et al: Mapping between the OBO and OWL ontology languages. J Biomed Semantics 2(Suppl 1):S3, 2011
    • (2011) J Biomed Semantics , vol.2 , Issue.SUPPL. 1 , pp. 3
    • Tirmizi, S.H.1
  • 69
    • 84880173144 scopus 로고    scopus 로고
    • Eclipse Modeling Framework Project (EMF) accessed 27 November
    • Eclipse Modeling Framework Project (EMF). Available from: http://eclipse.org/modeling/emf/, accessed 27 November 2011
    • (2011)
  • 70
    • 84880149629 scopus 로고    scopus 로고
    • ECCF Transform Plugins for Eclipse accessed 27 November 2011
    • ECCF Transform Plugins for Eclipse. Available from: https://ncisvn.nci. nih.gov/WebSVN/listing.php?repname=seminfrastruc&path= %2Ftrunk%2Feccf%2Feclipse%2Fplugins%2Fgov.nih.nci.si.eccf.transform%2F&rev= 280&peg=280, accessed 27 November 2011.
  • 71
    • 84880151472 scopus 로고    scopus 로고
    • TopBraid Composer accessed 27 November
    • TopBraid Composer. Available from: http://www.topquadrant.com/products/ TB-Composer.html, accessed 27 November 2011
    • (2011)
  • 73
    • 84880179833 scopus 로고    scopus 로고
    • accessed 27 November
    • The Gene Ontology project. Available from: http://www.geneontology.org/, accessed 27 November 2011
    • (2011) The Gene Ontology Project
  • 74
    • 84880166316 scopus 로고    scopus 로고
    • SNOMED Clinical Terms® (SNOMED CT®) accessed 27 November 2011
    • SNOMED Clinical Terms® (SNOMED CT®). Available from: http://www.nlm.nih.gov/research/umls/Snomed/snomed-main.html, accessed 27 November 2011
  • 75
    • 84880179124 scopus 로고    scopus 로고
    • RSNA RadLex accessed 27 November
    • RSNA RadLex. Available from: http://www.rsna.org/informatics/radlex.cfm, accessed 27 November 2011
    • (2011)
  • 76
    • 84880143228 scopus 로고    scopus 로고
    • caTissue Suite accessed 27 November 2011
    • caTissue Suite. Available from: https://cabig.nci.nih.gov/tools/ catissuesuite, accessed 27 November 2011
  • 77
    • 84880162729 scopus 로고    scopus 로고
    • caArray - Array Data Management System accessed 27 November 2011
    • caArray - Array Data Management System. Available from: https://cabig.nci.nih.gov/tools/caArray, accessed 27 November 2011
  • 78
    • 84880158011 scopus 로고    scopus 로고
    • NCI Thesaurus (NCIt) accessed 27 November 2011
    • NCI Thesaurus (NCIt). Available from: http://ncit.nci.nih.gov/ ncitbrowser/, accessed 27 November 2011
  • 79
    • 79960616517 scopus 로고    scopus 로고
    • Imaging approaches to patients with polycystic kidney disease
    • 21784272 10.1016/j.semnephrol.2011.05.003
    • Chapman AB, Wei W: Imaging approaches to patients with polycystic kidney disease. Semin Nephrol 31(3):237-244, 2011
    • (2011) Semin Nephrol , vol.31 , Issue.3 , pp. 237-244
    • Chapman, A.B.1    Wei, W.2
  • 81
    • 84880141622 scopus 로고    scopus 로고
    • Patient Outcomes Service (PODS) accessed 27 November 2011
    • Patient Outcomes Service (PODS). Available from: https://wiki.nci.nih. gov/display/caEHR/Patient+Outcomes+Service, accessed 27 November 2011
  • 82
    • 84880169647 scopus 로고    scopus 로고
    • The Semantic Automated Discovery and Integration (SADI) Web service Design-Pattern
    • Nature Precedings
    • Wilkinson M, Vandervalk B, and McCarthy L: The Semantic Automated Discovery and Integration (SADI) Web service Design-Pattern, API and Reference Implementation. Available from Nature Precedings < http://hdl.handle.net/ 10101/npre.2011.6550.1 >. 2011
    • (2011) API and Reference Implementation
    • Wilkinson, M.1    Vandervalk, B.2    McCarthy, L.3
  • 83
    • 84880141679 scopus 로고    scopus 로고
    • Midas accessed October 15
    • Midas. Available from: http://www.midasplatform.org, accessed October 15, 2012
    • (2012)
  • 84
    • 84880157689 scopus 로고    scopus 로고
    • XNAT accessed November 20
    • XNAT. Available from: http://xnat.org/, accessed November 20, 2012
    • (2012)
  • 85
    • 77049085279 scopus 로고    scopus 로고
    • SHARE: A semantic web query engine for bioinformatics (Defense)
    • Vandervalk BP, McCarthy EL, Wilkinson MD: SHARE: a semantic web query engine for bioinformatics (Defense). Integr VLSI J 5926:367-369, 2009
    • (2009) Integr VLSI J , vol.5926 , pp. 367-369
    • Vandervalk, B.P.1    McCarthy, E.L.2    Wilkinson, M.D.3
  • 86
    • 79960685545 scopus 로고    scopus 로고
    • Prototype semantic infrastructure for automated small molecule classification and annotation in lipidomics
    • 10.1186/1471-2105-12-303 1:CAS:528:DC%2BC3MXhtVGqsLrO
    • Chepelev L, et al: Prototype semantic infrastructure for automated small molecule classification and annotation in lipidomics. BMC Bioinforma 12(1):303, 2011
    • (2011) BMC Bioinforma , vol.12 , Issue.1 , pp. 303
    • Chepelev, L.1
  • 87
    • 78649772291 scopus 로고    scopus 로고
    • Algorithms and semantic infrastructure for mutation impact extraction and grounding
    • 21143808 10.1186/1471-2164-11-S4-S24
    • Laurila JB, et al: Algorithms and semantic infrastructure for mutation impact extraction and grounding. BMC Genomics 11(Suppl 4):S24, 2010
    • (2010) BMC Genomics , vol.11 , Issue.SUPPL. 4 , pp. 24
    • Laurila, J.B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.