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Matthew Sherman Brown

Title(s)Professor-in-Residence, Radiological Sciences
SchoolMedicine
Address924 Westwood Boulevard 650
Los Angeles CA 90024
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. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Association of tumor grade, enhancement on multiphasic CT and microvessel density in patients with clear cell renal cell carcinoma. Abdom Radiol (NY). 2020 10; 45(10):3184-3192. Coy H, Young JR, Pantuck AJ, Douek ML, Sisk A, Magyar C, Brown MS, Sayre J, Raman SS. PMID: 31650375.
      View in: PubMed   Mentions:    Fields:    
    2. High throughput image labeling on chest computed tomography by deep learning. J Med Imaging (Bellingham). 2020 Mar; 7(2):024501. Wang X, Teng P, Ontiveros A, Goldin JG, Brown MS. PMID: 32219151.
      View in: PubMed   Mentions:
    3. Correction to: Toward clinically usable CAD for lung cancer screening with computed tomography. Eur Radiol. 2020 Mar; 30(3):1822. Brown MS, Lo P, Goldin JG, Barnoy E, Kim GHJ, McNitt-Gray MF, Aberle DR. PMID: 31728683.
      View in: PubMed   Mentions:    Fields:    
    4. 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. Kim GHJ, Tashkin DP, Lo P, Brown MS, Volkmann ER, Gjertson DW, Khanna D, Elashoff RM, Tseng CH, Roth MD, Goldin JG. PMID: 31430058.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    5. 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. Shi Y, Wong WK, Goldin JG, Brown MS, Kim GHJ. PMID: 31607341.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    6. 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. Kim GHJ, Weigt SS, Belperio JA, Brown MS, Shi Y, Lai JH, Goldin JG. PMID: 31451973.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    7. 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. Coy H, Hsieh K, Wu W, Nagarajan MB, Young JR, Douek ML, Brown MS, Scalzo F, Raman SS. PMID: 30778739.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    8. 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. Coy H, Young JR, Douek ML, Pantuck A, Brown MS, Sayre J, Raman SS. PMID: 29987358.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    9. 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. 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. PMID: 29460041.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    10. Integration of Chest CT CAD into the Clinical Workflow and Impact on Radiologist Efficiency. Acad Radiol. 2019 05; 26(5):626-631. 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. PMID: 30097402.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    11. 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. Brown MS, Kim GHJ, Chu GH, Ramakrishna B, Allen-Auerbach M, Fischer CP, Levine B, Gupta PK, Schiepers CW, Goldin JG. PMID: 29340285.
      View in: PubMed   Mentions:
    12. 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. Coy H, Young JR, Douek ML, Brown MS, Sayre J, Raman SS. PMID: 28280876.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    13. Transitions to different patterns of interstitial lung disease in scleroderma with and without treatment. Ann Rheum Dis. 2016 Jul; 75(7):1367-71. 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. PMID: 26757749.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    14. 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. Chong DY, Kim HJ, Lo P, Young S, McNitt-Gray MF, Abtin F, Goldin JG, Brown MS. PMID: 26208309.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    15. 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. Kim HJ, Brown MS, Chong D, Gjertson DW, Lu P, Kim HJ, Coy H, Goldin JG. PMID: 25262954.
      View in: PubMed   Mentions: 17     Fields:    Translation:Humans
    16. Interactive lung segmentation in abnormal human and animal chest CT scans. Med Phys. 2014 Aug; 41(8):081915. Kockelkorn TT, Schaefer-Prokop CM, Bozovic G, Muñoz-Barrutia A, van Rikxoort EM, Brown MS, de Jong PA, Viergever MA, van Ginneken B. PMID: 25086546.
      View in: PubMed   Mentions: 1     Fields:    Translation:HumansAnimals
    17. Toward clinically usable CAD for lung cancer screening with computed tomography. Eur Radiol. 2014 Nov; 24(11):2719-28. Brown MS, Lo P, Goldin JG, Barnoy E, Kim GH, McNitt-Gray MF, Aberle DR. PMID: 25052078.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    18. 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. Gompelmann D, Eberhardt R, Slebos DJ, Brown MS, Abtin F, Kim HJ, Holmes-Higgin D, Radhakrishnan S, Herth FJ, Goldin J. PMID: 24612306.
      View in: PubMed   Mentions: 17     Fields:    Translation:Humans
    19. Ensemble segmentation for GBM brain tumors on MR images using confidence-based averaging. Med Phys. 2013 Sep; 40(9):093502. Huo J, Okada K, van Rikxoort EM, Kim HJ, Alger JR, Pope WB, Goldin JG, Brown MS. PMID: 24007185.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    20. 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. Reyhan M, Kim HJ, Brown MS, Ennis DB. PMID: 23633244.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    21. Emphysema lung lobe volume reduction: effects on the ipsilateral and contralateral lobes. Eur Radiol. 2012 Jul; 22(7):1547-55. 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. PMID: 22466511.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    22. Computer-aided quantitative bone scan assessment of prostate cancer treatment response. Nucl Med Commun. 2012 Apr; 33(4):384-94. 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. PMID: 22367858.
      View in: PubMed   Mentions: 19     Fields:    Translation:Humans
    23. 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. 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. PMID: 22011903.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    24. 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. van Rikxoort EM, Goldin JG, Galperin-Aizenberg M, Abtin F, Kim HJ, Lu P, van Ginneken B, Shaw G, Brown MS. PMID: 21984417.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    25. 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. 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. PMID: 21927793.
      View in: PubMed   Mentions: 21     Fields:    Translation:Humans
    26. 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. 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. PMID: 21452728.
      View in: PubMed   Mentions: 135     Fields:    Translation:Humans
    27. Reproducibility of lung and lobar volume measurements using computed tomography. Acad Radiol. 2010 Mar; 17(3):316-22. 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. PMID: 20004119.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    28. Recurrent glioblastoma multiforme: ADC histogram analysis predicts response to bevacizumab treatment. Radiology. 2009 Jul; 252(1):182-9. 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. PMID: 19561256.
      View in: PubMed   Mentions: 148     Fields:    Translation:Humans
    29. 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. 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. PMID: 19351843.
      View in: PubMed   Mentions: 20     Fields:    Translation:HumansAnimalsCells
    30. Automatic segmentation of lung parenchyma in the presence of diseases based on curvature of ribs. Acad Radiol. 2008 Sep; 15(9):1173-80. Prasad MN, Brown MS, Ahmad S, Abtin F, Allen J, da Costa I, Kim HJ, McNitt-Gray MF, Goldin JG. PMID: 18692759.
      View in: PubMed   Mentions: 13     Fields:    Translation:Humans
    31. 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. Kim HJ, Li G, Gjertson D, Elashoff R, Shah SK, Ochs R, Vasunilashorn F, Abtin F, Brown MS, Goldin JG. PMID: 18620121.
      View in: PubMed   Mentions: 16     Fields:    Translation:Humans
    32. Three-dimensional mapping of gallbladder wall thickness on computed tomography using Laplace's equation. Acad Radiol. 2008 Aug; 15(8):1075-81. Prasad MN, Brown MS, Ni C, Margolis DJ, Douek M, Raman S, Lu D, Goldin J. PMID: 18620128.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    33. Computer-aided diagnosis in lung nodule assessment. J Thorac Imaging. 2008 May; 23(2):97-104. Goldin JG, Brown MS, Petkovska I. PMID: 18520567.
      View in: PubMed   Mentions: 15     Fields:    Translation:Humans
    34. The Lung Image Database Consortium (LIDC) data collection process for nodule detection and annotation. Acad Radiol. 2007 Dec; 14(12):1464-74. 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. PMID: 18035276.
      View in: PubMed   Mentions: 44     Fields:    Translation:Humans
    35. 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. 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. PMID: 17964464.
      View in: PubMed   Mentions: 31     Fields:    Translation:Humans
    36. An architecture for computer-aided detection and radiologic measurement of lung nodules in clinical trials. Cancer Inform. 2007; 4:25-31. Brown MS, Pais R, Qing P, Shah S, McNitt-Gray MF, Goldin JG, Petkovska I, Tran L, Aberle DR. PMID: 19390662.
      View in: PubMed   Mentions:
    37. CAD in clinical trials: current role and architectural requirements. Comput Med Imaging Graph. 2007 Jun-Jul; 31(4-5):332-7. Brown MS, McNitt-Gray MF, Pais R, Shah SK, Qing P, Da Costa I, Aberle DR, Goldin JG. PMID: 17418527.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    38. The effect of lung volume on nodule size on CT. Acad Radiol. 2007 Apr; 14(4):476-85. Petkovska I, Brown MS, Goldin JG, Kim HJ, McNitt-Gray MF, Abtin FG, Ghurabi RJ, Aberle DR. PMID: 17368218.
      View in: PubMed   Mentions: 13     Fields:    Translation:Humans
    39. Automated classification of lung bronchovascular anatomy in CT using AdaBoost. Med Image Anal. 2007 Jun; 11(3):315-24. Ochs RA, Goldin JG, Abtin F, Kim HJ, Brown K, Batra P, Roback D, McNitt-Gray MF, Brown MS. PMID: 17482500.
      View in: PubMed   Mentions: 13     Fields:    Translation:Humans
    40. 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. Petkovska I, Shah SK, McNitt-Gray MF, Goldin JG, Brown MS, Kim HJ, Brown K, Aberle DR. PMID: 16616822.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    41. Computer-aided lung nodule detection in CT: results of large-scale observer test. Acad Radiol. 2005 Jun; 12(6):681-6. 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. PMID: 15935966.
      View in: PubMed   Mentions: 27     Fields:    Translation:Humans
    42. Solitary pulmonary nodule diagnosis on CT: results of an observer study. Acad Radiol. 2005 Apr; 12(4):496-501. 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. PMID: 15831424.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    43. Database design and implementation for quantitative image analysis research. IEEE Trans Inf Technol Biomed. 2005 Mar; 9(1):99-108. Brown MS, Shah SK, Pais RC, Lee YZ, McNitt-Gray MF, Goldin JG, Cardenas AF, Aberle DR. PMID: 15787012.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    44. 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. Tran LN, Brown MS, Goldin JG, Yan X, Pais RC, McNitt-Gray MF, Gjertson D, Rogers SR, Aberle DR. PMID: 15596373.
      View in: PubMed   Mentions: 40     Fields:    Translation:Humans
    45. Emphysema: effect of reconstruction algorithm on CT imaging measures. Radiology. 2004 Jul; 232(1):295-301. Boedeker KL, McNitt-Gray MF, Rogers SR, Truong DA, Brown MS, Gjertson DW, Goldin JG. PMID: 15220511.
      View in: PubMed   Mentions: 56     Fields:    Translation:Humans
    46. Lung micronodules: automated method for detection at thin-section CT--initial experience. Radiology. 2003 Jan; 226(1):256-62. Brown MS, Goldin JG, Suh RD, McNitt-Gray MF, Sayre JW, Aberle DR. PMID: 12511699.
      View in: PubMed   Mentions: 20     Fields:    Translation:Humans
    47. Medical image segmentation with knowledge-guided robust active contours. Radiographics. 2002 Mar-Apr; 22(2):437-48. Boscolo R, Brown MS, McNitt-Gray MF. PMID: 11896232.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    48. Knowledge-based segmentation of pediatric kidneys in CT for measurement of parenchymal volume. J Comput Assist Tomogr. 2001 Jul-Aug; 25(4):639-48. Brown MS, Feng WC, Hall TR, McNitt-Gray MF, Churchill BM. PMID: 11473198.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans