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Volumn 26, Issue 2, 2016, Pages 322-330

Magnetic resonance imaging texture analysis classification of primary breast cancer

Author keywords

Breast cancer; Classification; Histological subtypes and immunohistochemical profiles; Magnetic Resonance Imaging (MRI); Texture analysis (TA)

Indexed keywords

EPIDERMAL GROWTH FACTOR RECEPTOR 2; GADOTERATE MEGLUMINE; HORMONE RECEPTOR;

EID: 84954382957     PISSN: 09387994     EISSN: 14321084     Source Type: Journal    
DOI: 10.1007/s00330-015-3845-6     Document Type: Article
Times cited : (172)

References (39)
  • 1
    • 70349669153 scopus 로고    scopus 로고
    • Is breast MRI helpful in the evaluation of inconclusive mammographic findings
    • Moy L, Elias K, Patel V et al (2009) Is breast MRI helpful in the evaluation of inconclusive mammographic findings. Am J Roentgenol 193:986–993
    • (2009) Am J Roentgenol , vol.193 , pp. 986-993
    • Moy, L.1    Elias, K.2    Patel, V.3
  • 2
    • 63649123474 scopus 로고    scopus 로고
    • Characterization of breast lesions with CE-MR multimodal morphological and kinetic analysis: comparison with conventional mammography and high-resolution ultrasound
    • PID: 18295425
    • Vassiou K, Kanavou T, Vlychou M et al (2009) Characterization of breast lesions with CE-MR multimodal morphological and kinetic analysis: comparison with conventional mammography and high-resolution ultrasound. Eur J Radiol 70:69–76
    • (2009) Eur J Radiol , vol.70 , pp. 69-76
    • Vassiou, K.1    Kanavou, T.2    Vlychou, M.3
  • 3
    • 34547655642 scopus 로고    scopus 로고
    • MRI for diagnosis of pure ductal carcinoma in situ: a prospective observational study
    • PID: 17693177
    • Kuhl CK, Schrading S, Bieling HB et al (2007) MRI for diagnosis of pure ductal carcinoma in situ: a prospective observational study. Lancet 370:485–492
    • (2007) Lancet , vol.370 , pp. 485-492
    • Kuhl, C.K.1    Schrading, S.2    Bieling, H.B.3
  • 4
    • 28544453295 scopus 로고    scopus 로고
    • Determination of the presence and extent of pure ductal carcinoma in situ by mammography and magnetic resonance imaging
    • Menell JH, Morris EA, Dershaw DD, Brogi E, Liberman L (2005) Determination of the presence and extent of pure ductal carcinoma in situ by mammography and magnetic resonance imaging. Breast 11:382–390
    • (2005) Breast , vol.11 , pp. 382-390
    • Menell, J.H.1    Morris, E.A.2    Dershaw, D.D.3    Brogi, E.4    Liberman, L.5
  • 5
    • 11044234339 scopus 로고    scopus 로고
    • Texture analysis of medical images
    • PID: 15556588, COI: 1:STN:280:DC%2BD2crotlOlsA%3D%3D
    • Castellano G, Bonilha L, Li LM, Cendes F (2004) Texture analysis of medical images. Clin Radiol 59:1061–1069
    • (2004) Clin Radiol , vol.59 , pp. 1061-1069
    • Castellano, G.1    Bonilha, L.2    Li, L.M.3    Cendes, F.4
  • 6
    • 0027305609 scopus 로고
    • MR image texture analysis—an approach to tissue characterisation
    • PID: 8371643, COI: 1:STN:280:DyaK3szot1artQ%3D%3D
    • Lerski RA, Straughan K, Schad LR, Boyce D, Bluml S, Zuna I (1993) MR image texture analysis—an approach to tissue characterisation. Magn Reson Imaging 11:873–887
    • (1993) Magn Reson Imaging , vol.11 , pp. 873-887
    • Lerski, R.A.1    Straughan, K.2    Schad, L.R.3    Boyce, D.4    Bluml, S.5    Zuna, I.6
  • 7
    • 0032710766 scopus 로고    scopus 로고
    • Journey toward computer-aided diagnosis: role of image texture analysis
    • PID: 10551208, COI: 1:STN:280:DC%2BD3c%2FhvV2jtw%3D%3D
    • Tourassi GD (1999) Journey toward computer-aided diagnosis: role of image texture analysis. Radiology 213:317–320
    • (1999) Radiology , vol.213 , pp. 317-320
    • Tourassi, G.D.1
  • 8
    • 0029257114 scopus 로고
    • Texture analysis in quantitative MR imaging. Tissue characterisation of normal brain and intracranial tumours at 1.5T
    • PID: 7710790, COI: 1:STN:280:DyaK2M3is1Wgtw%3D%3D
    • Kjaer L, Ring P, Thomsen C, Henriksen O (1995) Texture analysis in quantitative MR imaging. Tissue characterisation of normal brain and intracranial tumours at 1.5T. Acta Radiol 36:127–135
    • (1995) Acta Radiol , vol.36 , pp. 127-135
    • Kjaer, L.1    Ring, P.2    Thomsen, C.3    Henriksen, O.4
  • 9
    • 3042812176 scopus 로고    scopus 로고
    • Texture analysis of the brain: from animal models to human applications
    • PID: 22034451
    • Nedelec J-F, Yu O, Chambron J, Macher J-P (2004) Texture analysis of the brain: from animal models to human applications. Dialogues Clin Neurosci 6:227–233
    • (2004) Dialogues Clin Neurosci , vol.6 , pp. 227-233
    • Nedelec, J.-F.1    Yu, O.2    Chambron, J.3    Macher, J.-P.4
  • 10
    • 0035685786 scopus 로고    scopus 로고
    • Existence of contralateral abnormalities revealed by texture analysis in unilateral intractable hippocampal epilepsy
    • PID: 11804758, COI: 1:STN:280:DC%2BD38%2FnvVyntQ%3D%3D
    • Yu O, Mauss Y, Namer IJ, Chambron J (2001) Existence of contralateral abnormalities revealed by texture analysis in unilateral intractable hippocampal epilepsy. Magn Reson Imaging 19:1305–1310
    • (2001) Magn Reson Imaging , vol.19 , pp. 1305-1310
    • Yu, O.1    Mauss, Y.2    Namer, I.J.3    Chambron, J.4
  • 12
    • 0037925187 scopus 로고    scopus 로고
    • Textural analysis of contrast-enhanced MR images of the breast
    • PID: 12815683
    • Gibbs P, Turnbull LW (2003) Textural analysis of contrast-enhanced MR images of the breast. Magn Reson Med 50:92–98
    • (2003) Magn Reson Med , vol.50 , pp. 92-98
    • Gibbs, P.1    Turnbull, L.W.2
  • 13
    • 36348986747 scopus 로고    scopus 로고
    • Volumetric texture analysis of breast lesions on contrast enhanced magnetic resonance images
    • PID: 17763361
    • Chen W, Giger ML, Li H, Bick U, Newstead GM (2007) Volumetric texture analysis of breast lesions on contrast enhanced magnetic resonance images. Magn Reson Med 58:562–571
    • (2007) Magn Reson Med , vol.58 , pp. 562-571
    • Chen, W.1    Giger, M.L.2    Li, H.3    Bick, U.4    Newstead, G.M.5
  • 14
    • 0031403929 scopus 로고    scopus 로고
    • Multifeature analysis of Gd-enhanced MR images of breast lesions
    • PID: 9400844, COI: 1:STN:280:DyaK1c%2Fmt1SitA%3D%3D
    • Sinha S, Lucas-Quesada FA, DeBruhl ND et al (1997) Multifeature analysis of Gd-enhanced MR images of breast lesions. J Magn Reson Imaging 7:1016–1026
    • (1997) J Magn Reson Imaging , vol.7 , pp. 1016-1026
    • Sinha, S.1    Lucas-Quesada, F.A.2    DeBruhl, N.D.3
  • 15
    • 73049084075 scopus 로고    scopus 로고
    • Characterisation of breast cancer types by texture analysis of magnetic reonance images
    • PID: 19945302
    • Holli K, Laaperi AL, Harrison L et al (2010) Characterisation of breast cancer types by texture analysis of magnetic reonance images. Acad Radiol 17:135–141
    • (2010) Acad Radiol , vol.17 , pp. 135-141
    • Holli, K.1    Laaperi, A.L.2    Harrison, L.3
  • 17
    • 69449090120 scopus 로고    scopus 로고
    • Thresholds for therapies: highlights of the St Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2009
    • PID: 19535820, COI: 1:STN:280:DC%2BD1Mrjtlyhug%3D%3D
    • Goldhirsch A, Ingle JN, Gelber RD et al (2009) Thresholds for therapies: highlights of the St Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2009. Ann Oncol 20:1319–1329
    • (2009) Ann Oncol , vol.20 , pp. 1319-1329
    • Goldhirsch, A.1    Ingle, J.N.2    Gelber, R.D.3
  • 18
    • 77958066728 scopus 로고    scopus 로고
    • Mapping the cellular and molecular heterogeneity of normal and malignant breast tissues and cultured cell lines
    • PID: 20964822
    • Keller PJ, Lin AF, Arendt LM et al (2010) Mapping the cellular and molecular heterogeneity of normal and malignant breast tissues and cultured cell lines. Breast Cancer Res 12:R87
    • (2010) Breast Cancer Res , vol.12 , pp. R87
    • Keller, P.J.1    Lin, A.F.2    Arendt, L.M.3
  • 19
    • 75149171896 scopus 로고    scopus 로고
    • Basal-like breast carcinoma. A phenotypically distinct entity
    • PID: 20073617
    • Haupt B, Ro JY, Schwartz MR (2010) Basal-like breast carcinoma. A phenotypically distinct entity. Arch Pathol Lab Med 134:130–133
    • (2010) Arch Pathol Lab Med , vol.134 , pp. 130-133
    • Haupt, B.1    Ro, J.Y.2    Schwartz, M.R.3
  • 22
    • 84954370999 scopus 로고    scopus 로고
    • Personal communication: Software developers teaching visit
    • Lodz, Poland
    • Szczpinski PM (2010) Personal communication: Software developers teaching visit. Teaching ed. Lodz, Poland
    • (2010) Teaching ed
    • Szczpinski, P.M.1
  • 23
    • 80052415568 scopus 로고    scopus 로고
    • The influence of field strength and different clinical breast MRI protocols on the outcome of texture analysis using foam phantoms
    • PID: 21978050
    • Waugh SA, Lerski RA, Bidaut L, Thompson AM (2011) The influence of field strength and different clinical breast MRI protocols on the outcome of texture analysis using foam phantoms. Med Phys 38:5058–5066
    • (2011) Med Phys , vol.38 , pp. 5058-5066
    • Waugh, S.A.1    Lerski, R.A.2    Bidaut, L.3    Thompson, A.M.4
  • 24
    • 1242292423 scopus 로고    scopus 로고
    • Influenece of MRI acquisition protocols and image intensity normalisation methods on texture classification
    • PID: 14972397, COI: 1:STN:280:DC%2BD2c%2FotlOgug%3D%3D
    • Collewet G, Strzelecki M, Mariette F (2004) Influenece of MRI acquisition protocols and image intensity normalisation methods on texture classification. Magn Reson Imaging 22:81–91
    • (2004) Magn Reson Imaging , vol.22 , pp. 81-91
    • Collewet, G.1    Strzelecki, M.2    Mariette, F.3
  • 27
    • 0031191630 scopus 로고    scopus 로고
    • The use of the area under the ROC curve in the evaluation of machine learning algorithms
    • Bradley AP (1997) The use of the area under the ROC curve in the evaluation of machine learning algorithms. Pattern Recogn 30:1145–1159
    • (1997) Pattern Recogn , vol.30 , pp. 1145-1159
    • Bradley, A.P.1
  • 28
    • 84866170811 scopus 로고    scopus 로고
    • Can dynamic contrast-enhanced magnetic resonance imaging combined with texture analysis differentiate malignant glioneuronal tumours from other glioblastoma?
    • Eliat PA, Olivie D, Saikali S, Carsin B, Saint-Jalmes H, de Certaines JD (2012) Can dynamic contrast-enhanced magnetic resonance imaging combined with texture analysis differentiate malignant glioneuronal tumours from other glioblastoma? Neurol Res Int 2012:Article ID 195176
    • (2012) Neurol Res Int , vol.2012
    • Eliat, P.A.1    Olivie, D.2    Saikali, S.3    Carsin, B.4    Saint-Jalmes, H.5    de Certaines, J.D.6
  • 29
    • 84906311571 scopus 로고    scopus 로고
    • Effect of breast cancer phenotype on diagnostic performance of MRI in the prediction of response ot neoadjuvant chemotherapy
    • PID: 24938669
    • Bufi E, Belli P, Di Matteo M et al (2014) Effect of breast cancer phenotype on diagnostic performance of MRI in the prediction of response ot neoadjuvant chemotherapy. Eur J Radiol 83:1631–1638
    • (2014) Eur J Radiol , vol.83 , pp. 1631-1638
    • Bufi, E.1    Belli, P.2    Di Matteo, M.3
  • 31
    • 55349148361 scopus 로고    scopus 로고
    • Quantitative analysis of lesion morphology and texture features for diagnostic prediction in breast MRI
    • PID: 19000868
    • Nie K, Chen J-H, Yu HJ, Chu Y, Nalcioglu O, M-Y S (2008) Quantitative analysis of lesion morphology and texture features for diagnostic prediction in breast MRI. Acad Radiol 15:1513–1525
    • (2008) Acad Radiol , vol.15 , pp. 1513-1525
    • Nie, K.1    Chen, J.-H.2    Yu, H.J.3    Chu, Y.4    Nalcioglu, O.5    M-Y, S.6
  • 32
    • 84884685636 scopus 로고    scopus 로고
    • Quantitative imaging in cancer evolution and oncology
    • PID: 24062559
    • Gatenby RA, Grove O, Gillies RJ (2013) Quantitative imaging in cancer evolution and oncology. Radiology 269:8–15
    • (2013) Radiology , vol.269 , pp. 8-15
    • Gatenby, R.A.1    Grove, O.2    Gillies, R.J.3
  • 33
    • 84879862659 scopus 로고    scopus 로고
    • Tumour heterogeneity and permeability as measured on the CT component of PET/CT predict survival in patients with non-small cell lung cancer
    • PID: 23659970, COI: 1:CAS:528:DC%2BC3sXhtValt7bK
    • Win T, Miles KA, Jones AM et al (2013) Tumour heterogeneity and permeability as measured on the CT component of PET/CT predict survival in patients with non-small cell lung cancer. Clin Cancer Res 19:3591–3599
    • (2013) Clin Cancer Res , vol.19 , pp. 3591-3599
    • Win, T.1    Miles, K.A.2    Jones, A.M.3
  • 34
    • 84874213037 scopus 로고    scopus 로고
    • Assessment of tumour heterogeneity: an emerging imaging tool for clinical practice?
    • PID: 23093486
    • Davnall F, Yip CS, Ljungqvist G et al (2012) Assessment of tumour heterogeneity: an emerging imaging tool for clinical practice? Insights Imaging 3:573–589
    • (2012) Insights Imaging , vol.3 , pp. 573-589
    • Davnall, F.1    Yip, C.S.2    Ljungqvist, G.3
  • 35
    • 84877578731 scopus 로고    scopus 로고
    • Heterogeneity of focal breast lesions and surrounding tissue assessed by mammographic texture analysis: preliminary evidence of an associated with tumour invasion and estrogen receptor status
    • PID: 22649761
    • Ganeshan B, Strukowska O, Skogen K, Young R, Chatwin C, Miles K (2011) Heterogeneity of focal breast lesions and surrounding tissue assessed by mammographic texture analysis: preliminary evidence of an associated with tumour invasion and estrogen receptor status. Front Oncol 1:33
    • (2011) Front Oncol , vol.1 , pp. 33
    • Ganeshan, B.1    Strukowska, O.2    Skogen, K.3    Young, R.4    Chatwin, C.5    Miles, K.6
  • 36
    • 10744229350 scopus 로고    scopus 로고
    • MRI texture analysis on texture test objects, normal brain and intracranial tumours
    • PID: 14684201, COI: 1:STN:280:DC%2BD3sngt1ylsg%3D%3D
    • Herlidou-Meme S, Constans JM, Carsin B et al (2003) MRI texture analysis on texture test objects, normal brain and intracranial tumours. Magn Reson Imaging 21:989–993
    • (2003) Magn Reson Imaging , vol.21 , pp. 989-993
    • Herlidou-Meme, S.1    Constans, J.M.2    Carsin, B.3
  • 37
    • 73149086838 scopus 로고    scopus 로고
    • Classification of brain tumour type and grade using MRI texture and shape in a machine learning scheme
    • PID: 19859947
    • Zacharaki EI, Wang S, Chawla S et al (2009) Classification of brain tumour type and grade using MRI texture and shape in a machine learning scheme. Magn Reson Med 62:1609–1618
    • (2009) Magn Reson Med , vol.62 , pp. 1609-1618
    • Zacharaki, E.I.1    Wang, S.2    Chawla, S.3
  • 38
    • 63849094894 scopus 로고    scopus 로고
    • Effects of MRI acquisition parameter variations and protocol heterogeneity on the results of texture analysis and pattern discrimination
    • PID: 19472631
    • Mayerhoefer ME, Szomolanyi P, Jirak D, Materka A, Trattnig S (2009) Effects of MRI acquisition parameter variations and protocol heterogeneity on the results of texture analysis and pattern discrimination. Med Phys 36:1236–1243
    • (2009) Med Phys , vol.36 , pp. 1236-1243
    • Mayerhoefer, M.E.1    Szomolanyi, P.2    Jirak, D.3    Materka, A.4    Trattnig, S.5
  • 39
    • 1642337859 scopus 로고    scopus 로고
    • Phantoms for texture analysis of MR images. Long term and multi-center study
    • PID: 15070262
    • Jirak D, Dezortova M, Hajek M (2004) Phantoms for texture analysis of MR images. Long term and multi-center study. Med Phys 31:616–622
    • (2004) Med Phys , vol.31 , pp. 616-622
    • Jirak, D.1    Dezortova, M.2    Hajek, M.3


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