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Author Details

Matthew S Brown
University of California los angeles
1997
76
32
PMIDPaper TitleJournal TitlePublished Year
36254789Multi-scale, domain knowledge-guided attention + random forest: a two-stage deep learning-based multi-scale guided attention models to diagnose idiopathic pulmonary fibrosis from computed tomography images.Med Phys2023
35644754Automated Endotracheal Tube Placement Check Using Semantically Embedded Deep Neural Networks.Acad Radiol2023
34751786Volumetric measurements are preferred in the evaluation of mutant IDH inhibition in non-enhancing diffuse gliomas: Evidence from a phase I trial of ivosidenib.Neuro Oncol2022
35380705Hypothetical generalized framework for a new imaging endpoint of therapeutic activity in early phase clinical trials in brain tumors.Neuro Oncol2022
35836271Pretreatment visceral metastases in castration resistant metastatic prostate cancer: role in prediction versus actual site of disease progression.Cancer Imaging2022
35144620Effect of indacaterol/glycopyrronium on ventilation and perfusion in COPD: a randomized trial.Respir Res2022
33130879Radiographic read paradigms and the roles of the central imaging laboratory in neuro-oncology clinical trials.Neuro Oncol2021
33706419Reproducibility of lung nodule radiomic features: Multivariable and univariable investigations that account for interactions between CT acquisition and reconstruction parameters.Med Phys2021
31451973Prediction of idiopathic pulmonary fibrosis progression using early quantitative changes on CT imaging for a short term of clinical 18-24-month follow-ups.Eur Radiol2020
31728683Correction to: Toward clinically usable CAD for lung cancer screening with computed tomography.Eur Radiol2020
31650375Association of tumor grade, enhancement on multiphasic CT and microvessel density in patients with clear cell renal cell carcinoma.Abdom Radiol (NY)2020
32219151High throughput image labeling on chest computed tomography by deep learning.J Med Imaging (Bellingham)2020
31430058Using Transitional Changes on High-Resolution Computed Tomography to Monitor the Impact of Cyclophosphamide or Mycophenolate Mofetil on Systemic Sclerosis-Related Interstitial Lung Disease.Arthritis Rheumatol2020
30677145Technical Note: Design and implementation of a high-throughput pipeline for reconstruction and quantitative analysis of CT image data.Med Phys2019
30097402Integration of Chest CT CAD into the Clinical Workflow and Impact on Radiologist Efficiency.Acad Radiol2019
29987358Association of qualitative and quantitative imaging features on multiphasic multidetector CT with tumor grade in clear cell renal cell carcinoma.Abdom Radiol (NY)2019
31607341Prediction of progression in idiopathic pulmonary fibrosis using CT scans at baseline: A quantum particle swarm optimization - Random forest approach.Artif Intell Med2019
31602171The INTEGRITY Trial: Preservation of Uterine-Wall Integrity 12 Months After Transcervical Fibroid Ablation with the Sonata System.J Gynecol Surg2019
30778739Deep learning and radiomics: the utility of Google TensorFlowâ¿¢ Inception in classifying clear cell renal cell carcinoma and oncocytoma on multiphasic CT.Abdom Radiol (NY)2019
31084479Components of Radiologic Progressive Disease Defined by RECIST 1.1 in Patients with Metastatic Clear Cell Renal Cell Carcinoma.Radiology2019
29340285Quantitative bone scan lesion area as an early surrogate outcome measure indicative of overall survival in metastatic prostate cancer.J Med Imaging (Bellingham)2018
29460041Building a high-resolution T2-weighted MR-based probabilistic model of tumor occurrence in the prostate.Abdom Radiol (NY)2018
28122122The effect of radiation dose reduction on computer-aided detection (CAD) performance in a low-dose lung cancer screening population.Med Phys2017
28280876Quantitative 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
26208309Robustness-Driven Feature Selection in Classification of Fibrotic Interstitial Lung Disease Patterns in Computed Tomography Using 3D Texture Features.IEEE Trans Med Imaging2016
27487903Variability in CT lung-nodule quantification: Effects of dose reduction and reconstruction methods on density and texture based features.Med Phys2016
26757749Transitions to different patterns of interstitial lung disease in scleroderma with and without treatment.Ann Rheum Dis2016
25262954Comparison of the quantitative CT imaging biomarkers of idiopathic pulmonary fibrosis at baseline and early change with an interval of 7 months.Acad Radiol2015
25979023Cyst-based measurements for assessing lymphangioleiomyomatosis in computed tomography.Med Phys2015
23633244Intra- and interscan reproducibility using Fourier Analysis of STimulated Echoes (FAST) for the rapid and robust quantification of left ventricular twist.J Magn Reson Imaging2014
25333168Bone tumor segmentation on bone scans using context information and random forests.Med Image Comput Comput Assist Interv2014
25052078Toward clinically usable CAD for lung cancer screening with computed tomography.Eur Radiol2014
25086546Interactive lung segmentation in abnormal human and animal chest CT scans.Med Phys2014
24612306Diagnostic performance comparison of the Chartis System and high-resolution computerized tomography fissure analysis for planning endoscopic lung volume reduction.Respirology2014
24007185Ensemble segmentation for GBM brain tumors on MR images using confidence-based averaging.Med Phys2013
21984417A method for the automatic quantification of the completeness of pulmonary fissures: evaluation in a database of subjects with severe emphysema.Eur Radiol2012
22466511Emphysema lung lobe volume reduction: effects on the ipsilateral and contralateral lobes.Eur Radiol2012
22367858Computer-aided quantitative bone scan assessment of prostate cancer treatment response.Nucl Med Commun2012
22011903Reproducibility of volume and densitometric measures of emphysema on repeat computed tomography with an interval of 1 week.Eur Radiol2012
21452728The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): a completed reference database of lung nodules on CT scans.Med Phys2011
21927793Quantitative texture-based assessment of one-year changes in fibrotic reticular patterns on HRCT in scleroderma lung disease treated with oral cyclophosphamide.Eur Radiol2011
21282590Patterns of progression in patients with recurrent glioblastoma treated with bevacizumab.Neurology2011
21330401Apparent diffusion coefficient histogram analysis stratifies progression-free survival in newly diagnosed bevacizumab-treated glioblastoma.AJNR Am J Neuroradiol2011
20004119Reproducibility of lung and lobar volume measurements using computed tomography.Acad Radiol2010
21050542A computer-aided diagnosis system for quantitative scoring of extent of lung fibrosis in scleroderma patients.Clin Exp Rheumatol2010
19064211Prevalence of tracheal collapse in an emphysema cohort as measured with end-expiration CT.Acad Radiol2009
19561256Recurrent glioblastoma multiforme: ADC histogram analysis predicts response to bevacizumab treatment.Radiology2009
19124102Computer-aided detection of endobronchial valves using volumetric CT.Acad Radiol2009
18620121Classification of parenchymal abnormality in scleroderma lung using a novel approach to denoise images collected via a multicenter study.Acad Radiol2008
18520567Computer-aided diagnosis in lung nodule assessment.J Thorac Imaging2008
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Collaborators

Jonathan G Goldin
David Geffen School of Medicine at university of california los angeles
Co-authored papers 60
Michael F McNitt-Gray
University of California los angeles
Co-authored papers 35
Denise R Aberle
David Geffen School of Medicine at university of california los angeles
Co-authored papers 19
Fereidoun Abtin
David Geffen School of Medicine, University of California los angeles
Co-authored papers 16
James Sayre
David Geffen School of Medicine at university of california los angeles
Co-authored papers 11
Grace Hyun J Kim
University of California los angeles
Co-authored papers 10
Pechin Lo
David Geffen School of Medicine at University of California los angeles
Co-authored papers 9
Steven S Raman
University of California, Los Angeles David Geffen School of Medicine
Co-authored papers 8
Iva Petkovska
Memorial Sloan Kettering Cancer Center
Co-authored papers 6
Timothy F Cloughesy
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 6
Robert D Suh
David Geffen School of Medicine, University of California los angeles
Co-authored papers 5
Stefano Young
David Geffen School of Medicine at university of california los angeles
Co-authored papers 4
Whitney B Pope
David Geffen School of Medicine, University of California los angeles
Co-authored papers 4
Kathleen Brown
David Geffen School of Medicine at university of california los angeles
Co-authored papers 4
Muhammad Wahi-Anwar
David Geffen School of Medicine, University of California los angeles
Co-authored papers 4
Patrick Y Wen
Co-authored papers 3
David F Yankelevitz
Icahn School of Medicine at Mount Sinai
Co-authored papers 3
Eric C Kleerup
university of california los angeles
Co-authored papers 3
Benjamin M Ellingson
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 3
Daniel J Margolis
Weill Cornell Medical College
Co-authored papers 3
John Freymann
Frederick National Laboratory for Cancer Research
Co-authored papers 2
Nastaran Emaminejad
David Geffen School of Medicine at university of california los angeles
Co-authored papers 2
William Hsu
Co-authored papers 2
David S K Lu
University of California, Los Angeles David Geffen School of Medicine
Co-authored papers 2
Howard Colman
Huntsman Cancer Institute, University of Utah
Co-authored papers 2
John Hoffman
University of California los angeles
Co-authored papers 2
William Hsu
American Medical Informatics Association, IEEE, Johns Hopkins University, Radiological Society of North America, University of California Los Angeles, University of California, Los Angeles
Co-authored papers 2
Wai-Kwan Alfred Yung
University of Texas M.D. Anderson Cancer Center
Co-authored papers 2
Chi-Hong Tseng
David Geffen School of Medicine, University of California los angeles
Co-authored papers 2
Bram van Ginneken
Radboud University Medical Center
Co-authored papers 2
Release 1.2