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Brown, Matthew Sherman

Title(s)Professor-in-Residence, Radiological Sciences
Phone(310) 481-7569
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    Collapse Research 
    Collapse Research Activities and Funding
    Quantitative CT Imaging for Response Assessment when using Dose Reduction Methods
    NIH/NCI U01CA181156May 1, 2014 - Apr 30, 2017
    Role: Co-Principal Investigator
    PATIENT SPECIFIC MODELS IN LUNG CANCER SCREENING WITH CT
    NIH/NCI R01CA088973Feb 16, 2001 - Jan 31, 2006
    Role: Principal Investigator

    Collapse Bibliographic 
    Collapse Publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help.
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    1. Wang X, Teng P, Ontiveros A, Goldin JG, Brown MS. High throughput image labeling on chest computed tomography by deep learning. J Med Imaging (Bellingham). 2020 Mar; 7(2):024501. PMID: 32219151.
      View in: PubMed
    2. Brown MS, Lo P, Goldin JG, Barnoy E, Kim GHJ, McNitt-Gray MF, Aberle DR. Correction to: Toward clinically usable CAD for lung cancer screening with computed tomography. Eur Radiol. 2020 Mar; 30(3):1822. PMID: 31728683.
      View in: PubMed
    3. Kim GHJ, Tashkin DP, Lo P, Brown MS, Volkmann ER, Gjertson DW, Khanna D, Elashoff RM, Tseng CH, Roth MD, Goldin JG. Using Transitional Changes on High-Resolution Computed Tomography to Monitor the Impact of Cyclophosphamide or Mycophenolate Mofetil on Systemic Sclerosis-Related Interstitial Lung Disease. Arthritis Rheumatol. 2020 02; 72(2):316-325. PMID: 31430058.
      View in: PubMed
    4. Coy H, Young JR, Pantuck AJ, Douek ML, Sisk A, Magyar C, Brown MS, Sayre J, Raman SS. Association of tumor grade, enhancement on multiphasic CT and microvessel density in patients with clear cell renal cell carcinoma. Abdom Radiol (NY). 2019 Oct 24. PMID: 31650375.
      View in: PubMed
    5. Shi Y, Wong WK, Goldin JG, Brown MS, Kim GHJ. Prediction of progression in idiopathic pulmonary fibrosis using CT scans at baseline: A quantum particle swarm optimization - Random forest approach. Artif Intell Med. 2019 09; 100:101709. PMID: 31607341.
      View in: PubMed
    6. Kim GHJ, Weigt SS, Belperio JA, Brown MS, Shi Y, Lai JH, Goldin JG. Prediction of idiopathic pulmonary fibrosis progression using early quantitative changes on CT imaging for a short term of clinical 18-24-month follow-ups. Eur Radiol. 2020 Feb; 30(2):726-734. PMID: 31451973.
      View in: PubMed
    7. Coy H, Hsieh K, Wu W, Nagarajan MB, Young JR, Douek ML, Brown MS, Scalzo F, Raman SS. Deep learning and radiomics: the utility of Google TensorFlow™ Inception in classifying clear cell renal cell carcinoma and oncocytoma on multiphasic CT. Abdom Radiol (NY). 2019 06; 44(6):2009-2020. PMID: 30778739.
      View in: PubMed
    8. Coy H, Young JR, Douek ML, Pantuck A, Brown MS, Sayre J, Raman SS. Association of qualitative and quantitative imaging features on multiphasic multidetector CT with tumor grade in clear cell renal cell carcinoma. Abdom Radiol (NY). 2019 01; 44(1):180-189. PMID: 29987358.
      View in: PubMed
    9. Nagarajan MB, Raman SS, Lo P, Lin WC, Khoshnoodi P, Sayre JW, Ramakrishna B, Ahuja P, Huang J, Margolis DJA, Lu DSK, Reiter RE, Goldin JG, Brown MS, Enzmann DR. Building a high-resolution T2-weighted MR-based probabilistic model of tumor occurrence in the prostate. Abdom Radiol (NY). 2018 09; 43(9):2487-2496. PMID: 29460041.
      View in: PubMed
    10. Brown M, Browning P, Wahi-Anwar MW, Murphy M, Delgado J, Greenspan H, Abtin F, Ghahremani S, Yaghmai N, da Costa I, Becker M, Goldin J. Integration of Chest CT CAD into the Clinical Workflow and Impact on Radiologist Efficiency. Acad Radiol. 2019 05; 26(5):626-631. PMID: 30097402.
      View in: PubMed
    11. Brown MS, Kim GHJ, Chu GH, Ramakrishna B, Allen-Auerbach M, Fischer CP, Levine B, Gupta PK, Schiepers CW, Goldin JG. Quantitative bone scan lesion area as an early surrogate outcome measure indicative of overall survival in metastatic prostate cancer. J Med Imaging (Bellingham). 2018 Jan; 5(1):011017. PMID: 29340285.
      View in: PubMed
    12. Coy H, Young JR, Douek ML, Brown MS, Sayre J, Raman SS. Quantitative computer-aided diagnostic algorithm for automated detection of peak lesion attenuation in differentiating clear cell from papillary and chromophobe renal cell carcinoma, oncocytoma, and fat-poor angiomyolipoma on multiphasic multidetector computed tomography. Abdom Radiol (NY). 2017 07; 42(7):1919-1928. PMID: 28280876.
      View in: PubMed
    13. Kim HJ, Tashkin DP, Gjertson DW, Brown MS, Kleerup E, Chong S, Belperio JA, Roth MD, Abtin F, Elashoff R, Tseng CH, Khanna D, Goldin JG. Transitions to different patterns of interstitial lung disease in scleroderma with and without treatment. Ann Rheum Dis. 2016 Jul; 75(7):1367-71. PMID: 26757749.
      View in: PubMed
    14. Chong DY, Kim HJ, Lo P, Young S, McNitt-Gray MF, Abtin F, Goldin JG, Brown MS. Robustness-Driven Feature Selection in Classification of Fibrotic Interstitial Lung Disease Patterns in Computed Tomography Using 3D Texture Features. IEEE Trans Med Imaging. 2016 Jan; 35(1):144-57. PMID: 26208309.
      View in: PubMed
    15. Kim HJ, Brown MS, Chong D, Gjertson DW, Lu P, Kim HJ, Coy H, Goldin JG. Comparison of the quantitative CT imaging biomarkers of idiopathic pulmonary fibrosis at baseline and early change with an interval of 7 months. Acad Radiol. 2015 Jan; 22(1):70-80. PMID: 25262954.
      View in: PubMed
    16. Kockelkorn TT, Schaefer-Prokop CM, Bozovic G, Muñoz-Barrutia A, van Rikxoort EM, Brown MS, de Jong PA, Viergever MA, van Ginneken B. Interactive lung segmentation in abnormal human and animal chest CT scans. Med Phys. 2014 Aug; 41(8):081915. PMID: 25086546.
      View in: PubMed
    17. Brown MS, Lo P, Goldin JG, Barnoy E, Kim GH, McNitt-Gray MF, Aberle DR. Toward clinically usable CAD for lung cancer screening with computed tomography. Eur Radiol. 2014 Nov; 24(11):2719-28. PMID: 25052078.
      View in: PubMed
    18. Gompelmann D, Eberhardt R, Slebos DJ, Brown MS, Abtin F, Kim HJ, Holmes-Higgin D, Radhakrishnan S, Herth FJ, Goldin J. Diagnostic performance comparison of the Chartis System and high-resolution computerized tomography fissure analysis for planning endoscopic lung volume reduction. Respirology. 2014 May; 19(4):524-30. PMID: 24612306.
      View in: PubMed
    19. Huo J, Okada K, van Rikxoort EM, Kim HJ, Alger JR, Pope WB, Goldin JG, Brown MS. Ensemble segmentation for GBM brain tumors on MR images using confidence-based averaging. Med Phys. 2013 Sep; 40(9):093502. PMID: 24007185.
      View in: PubMed
    20. Reyhan M, Kim HJ, Brown MS, Ennis DB. Intra- and interscan reproducibility using Fourier Analysis of STimulated Echoes (FAST) for the rapid and robust quantification of left ventricular twist. J Magn Reson Imaging. 2014 Feb; 39(2):463-8. PMID: 23633244.
      View in: PubMed
    21. Brown MS, Kim HJ, Abtin FG, Strange C, Galperin-Aizenberg M, Pais R, Da Costa IG, Ordookhani A, Chong D, Ni C, McNitt-Gray MF, Tashkin DP, Goldin JG. Emphysema lung lobe volume reduction: effects on the ipsilateral and contralateral lobes. Eur Radiol. 2012 Jul; 22(7):1547-55. PMID: 22466511.
      View in: PubMed
    22. Brown MS, Chu GH, Kim HJ, Allen-Auerbach M, Poon C, Bridges J, Vidovic A, Ramakrishna B, Ho J, Morris MJ, Larson SM, Scher HI, Goldin JG. Computer-aided quantitative bone scan assessment of prostate cancer treatment response. Nucl Med Commun. 2012 Apr; 33(4):384-94. PMID: 22367858.
      View in: PubMed
    23. Chong D, Brown MS, Kim HJ, van Rikxoort EM, Guzman L, McNitt-Gray MF, Khatonabadi M, Galperin-Aizenberg M, Coy H, Yang K, Jung Y, Goldin JG. Reproducibility of volume and densitometric measures of emphysema on repeat computed tomography with an interval of 1 week. Eur Radiol. 2012 Feb; 22(2):287-94. PMID: 22011903.
      View in: PubMed
    24. van Rikxoort EM, Goldin JG, Galperin-Aizenberg M, Abtin F, Kim HJ, Lu P, van Ginneken B, Shaw G, Brown MS. A method for the automatic quantification of the completeness of pulmonary fissures: evaluation in a database of subjects with severe emphysema. Eur Radiol. 2012 Feb; 22(2):302-9. PMID: 21984417.
      View in: PubMed
    25. Kim HJ, Brown MS, Elashoff R, Li G, Gjertson DW, Lynch DA, Strollo DC, Kleerup E, Chong D, Shah SK, Ahmad S, Abtin F, Tashkin DP, Goldin JG. Quantitative texture-based assessment of one-year changes in fibrotic reticular patterns on HRCT in scleroderma lung disease treated with oral cyclophosphamide. Eur Radiol. 2011 Dec; 21(12):2455-65. PMID: 21927793.
      View in: PubMed
    26. Armato SG, McLennan G, Bidaut L, McNitt-Gray MF, Meyer CR, Reeves AP, Zhao B, Aberle DR, Henschke CI, Hoffman EA, Kazerooni EA, MacMahon H, Van Beeke EJ, Yankelevitz D, Biancardi AM, Bland PH, Brown MS, Engelmann RM, Laderach GE, Max D, Pais RC, Qing DP, Roberts RY, Smith AR, Starkey A, Batrah P, Caligiuri P, Farooqi A, Gladish GW, Jude CM, Munden RF, Petkovska I, Quint LE, Schwartz LH, Sundaram B, Dodd LE, Fenimore C, Gur D, Petrick N, Freymann J, Kirby J, Hughes B, Casteele AV, Gupte S, Sallamm M, Heath MD, Kuhn MH, Dharaiya E, Burns R, Fryd DS, Salganicoff M, Anand V, Shreter U, Vastagh S, Croft BY. The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): a completed reference database of lung nodules on CT scans. Med Phys. 2011 Feb; 38(2):915-31. PMID: 21452728.
      View in: PubMed
    27. Brown MS, Kim HJ, Abtin F, Da Costa I, Pais R, Ahmad S, Angel E, Ni C, Kleerup EC, Gjertson DW, McNitt-Gray MF, Goldin JG. Reproducibility of lung and lobar volume measurements using computed tomography. Acad Radiol. 2010 Mar; 17(3):316-22. PMID: 20004119.
      View in: PubMed
    28. Pope WB, Kim HJ, Huo J, Alger J, Brown MS, Gjertson D, Sai V, Young JR, Tekchandani L, Cloughesy T, Mischel PS, Lai A, Nghiemphu P, Rahmanuddin S, Goldin J. Recurrent glioblastoma multiforme: ADC histogram analysis predicts response to bevacizumab treatment. Radiology. 2009 Jul; 252(1):182-9. PMID: 19561256.
      View in: PubMed
    29. Cohen J, Chen Z, Lu SL, Yang XP, Arun P, Ehsanian R, Brown MS, Lu H, Yan B, Diallo O, Wang XJ, Van Waes C. Attenuated transforming growth factor beta signaling promotes nuclear factor-kappaB activation in head and neck cancer. Cancer Res. 2009 Apr 15; 69(8):3415-24. PMID: 19351843.
      View in: PubMed
    30. Prasad MN, Brown MS, Ahmad S, Abtin F, Allen J, da Costa I, Kim HJ, McNitt-Gray MF, Goldin JG. Automatic segmentation of lung parenchyma in the presence of diseases based on curvature of ribs. Acad Radiol. 2008 Sep; 15(9):1173-80. PMID: 18692759.
      View in: PubMed
    31. Kim HJ, Li G, Gjertson D, Elashoff R, Shah SK, Ochs R, Vasunilashorn F, Abtin F, Brown MS, Goldin JG. Classification of parenchymal abnormality in scleroderma lung using a novel approach to denoise images collected via a multicenter study. Acad Radiol. 2008 Aug; 15(8):1004-16. PMID: 18620121.
      View in: PubMed
    32. Prasad MN, Brown MS, Ni C, Margolis DJ, Douek M, Raman S, Lu D, Goldin J. Three-dimensional mapping of gallbladder wall thickness on computed tomography using Laplace's equation. Acad Radiol. 2008 Aug; 15(8):1075-81. PMID: 18620128.
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    33. Goldin JG, Brown MS, Petkovska I. Computer-aided diagnosis in lung nodule assessment. J Thorac Imaging. 2008 May; 23(2):97-104. PMID: 18520567.
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    34. McNitt-Gray MF, Armato SG, Meyer CR, Reeves AP, McLennan G, Pais RC, Freymann J, Brown MS, Engelmann RM, Bland PH, Laderach GE, Piker C, Guo J, Towfic Z, Qing DP, Yankelevitz DF, Aberle DR, van Beek EJ, MacMahon H, Kazerooni EA, Croft BY, Clarke LP. The Lung Image Database Consortium (LIDC) data collection process for nodule detection and annotation. Acad Radiol. 2007 Dec; 14(12):1464-74. PMID: 18035276.
      View in: PubMed
    35. Armato SG, McNitt-Gray MF, Reeves AP, Meyer CR, McLennan G, Aberle DR, Kazerooni EA, MacMahon H, van Beek EJ, Yankelevitz D, Hoffman EA, Henschke CI, Roberts RY, Brown MS, Engelmann RM, Pais RC, Piker CW, Qing D, Kocherginsky M, Croft BY, Clarke LP. The Lung Image Database Consortium (LIDC): an evaluation of radiologist variability in the identification of lung nodules on CT scans. Acad Radiol. 2007 Nov; 14(11):1409-21. PMID: 17964464.
      View in: PubMed
    36. Brown MS, Pais R, Qing P, Shah S, McNitt-Gray MF, Goldin JG, Petkovska I, Tran L, Aberle DR. An architecture for computer-aided detection and radiologic measurement of lung nodules in clinical trials. Cancer Inform. 2007; 4:25-31. PMID: 19390662.
      View in: PubMed
    37. Brown MS, McNitt-Gray MF, Pais R, Shah SK, Qing P, Da Costa I, Aberle DR, Goldin JG. CAD in clinical trials: current role and architectural requirements. Comput Med Imaging Graph. 2007 Jun-Jul; 31(4-5):332-7. PMID: 17418527.
      View in: PubMed
    38. Petkovska I, Brown MS, Goldin JG, Kim HJ, McNitt-Gray MF, Abtin FG, Ghurabi RJ, Aberle DR. The effect of lung volume on nodule size on CT. Acad Radiol. 2007 Apr; 14(4):476-85. PMID: 17368218.
      View in: PubMed
    39. Ochs RA, Goldin JG, Abtin F, Kim HJ, Brown K, Batra P, Roback D, McNitt-Gray MF, Brown MS. Automated classification of lung bronchovascular anatomy in CT using AdaBoost. Med Image Anal. 2007 Jun; 11(3):315-24. PMID: 17482500.
      View in: PubMed
    40. Petkovska I, Shah SK, McNitt-Gray MF, Goldin JG, Brown MS, Kim HJ, Brown K, Aberle DR. Pulmonary nodule characterization: a comparison of conventional with quantitative and visual semi-quantitative analyses using contrast enhancement maps. Eur J Radiol. 2006 Aug; 59(2):244-52. PMID: 16616822.
      View in: PubMed
    41. Brown MS, Goldin JG, Rogers S, Kim HJ, Suh RD, McNitt-Gray MF, Shah SK, Truong D, Brown K, Sayre JW, Gjertson DW, Batra P, Aberle DR. Computer-aided lung nodule detection in CT: results of large-scale observer test. Acad Radiol. 2005 Jun; 12(6):681-6. PMID: 15935966.
      View in: PubMed
    42. Shah SK, McNitt-Gray MF, De Zoysa KR, Sayre JW, Kim HJ, Batra P, Behrashi A, Brown K, Greaser LE, Park JM, Roback DK, Wu C, Zaragoza E, Goldin JG, Suh RD, Brown MS, Aberle DR. Solitary pulmonary nodule diagnosis on CT: results of an observer study. Acad Radiol. 2005 Apr; 12(4):496-501. PMID: 15831424.
      View in: PubMed
    43. Brown MS, Shah SK, Pais RC, Lee YZ, McNitt-Gray MF, Goldin JG, Cardenas AF, Aberle DR. Database design and implementation for quantitative image analysis research. IEEE Trans Inf Technol Biomed. 2005 Mar; 9(1):99-108. PMID: 15787012.
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    44. Tran LN, Brown MS, Goldin JG, Yan X, Pais RC, McNitt-Gray MF, Gjertson D, Rogers SR, Aberle DR. Comparison of treatment response classifications between unidimensional, bidimensional, and volumetric measurements of metastatic lung lesions on chest computed tomography. Acad Radiol. 2004 Dec; 11(12):1355-60. PMID: 15596373.
      View in: PubMed
    45. Boedeker KL, McNitt-Gray MF, Rogers SR, Truong DA, Brown MS, Gjertson DW, Goldin JG. Emphysema: effect of reconstruction algorithm on CT imaging measures. Radiology. 2004 Jul; 232(1):295-301. PMID: 15220511.
      View in: PubMed
    46. Brown MS, Goldin JG, Suh RD, McNitt-Gray MF, Sayre JW, Aberle DR. Lung micronodules: automated method for detection at thin-section CT--initial experience. Radiology. 2003 Jan; 226(1):256-62. PMID: 12511699.
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    47. Boscolo R, Brown MS, McNitt-Gray MF. Medical image segmentation with knowledge-guided robust active contours. Radiographics. 2002 Mar-Apr; 22(2):437-48. PMID: 11896232.
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    48. Brown MS, Feng WC, Hall TR, McNitt-Gray MF, Churchill BM. Knowledge-based segmentation of pediatric kidneys in CT for measurement of parenchymal volume. J Comput Assist Tomogr. 2001 Jul-Aug; 25(4):639-48. PMID: 11473198.
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