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Brad M. Keller, Ph.D. - Publications

Affiliations: 
2011 Cornell University, Ithaca, NY, United States 
Area:
Biomedical Engineering, Radiology
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42 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Chudgar AV, Conant EF, Weinstein SP, Keller BM, Synnestvedt M, Yamartino P, McDonald ES. Assessment of disease extent on contrast-enhanced MRI in breast cancer detected at digital breast tomosynthesis versus digital mammography alone. Clinical Radiology. PMID 28318506 DOI: 10.1016/J.Crad.2017.02.013  0.386
2017 Conant EF, Keller BM, Pantalone L, Gastounioti A, McDonald ES, Kontos D. Agreement between Breast Percentage Density Estimations from Standard-Dose versus Synthetic Digital Mammograms: Results from a Large Screening Cohort Using Automated Measures. Radiology. 161286. PMID 28121523 DOI: 10.1148/Radiol.2016161286  0.402
2016 Gastounioti A, Oustimov A, Keller BM, Pantalone L, Hsieh MK, Conant EF, Kontos D. Breast parenchymal patterns in processed versus raw digital mammograms: A large population study toward assessing differences in quantitative measures across image representations. Medical Physics. 43: 5862. PMID 27806604 DOI: 10.1118/1.4963810  0.423
2016 Zuckerman SP, Conant EF, Keller BM, Maidment AD, Barufaldi B, Weinstein SP, Synnestvedt M, McDonald ES. Implementation of Synthesized Two-dimensional Mammography in a Population-based Digital Breast Tomosynthesis Screening Program. Radiology. 160366. PMID 27467468 DOI: 10.1148/Radiol.2016160366  0.333
2016 Ray S, Chen L, Keller BM, Chen J, Conant EF, Kontos D. Association between Breast Parenchymal Complexity and False-Positive Recall From Digital Mammography Versus Breast Tomosynthesis: Preliminary Investigation in the ACRIN PA 4006 Trial. Academic Radiology. PMID 27236612 DOI: 10.1016/J.Acra.2016.02.019  0.363
2016 McCarthy AM, Keller BM, Pantalone LM, Hsieh MK, Synnestvedt M, Conant EF, Armstrong K, Kontos D. Racial Differences in Quantitative Measures of Area and Volumetric Breast Density. Journal of the National Cancer Institute. 108. PMID 27130893 DOI: 10.1093/Jnci/Djw104  0.39
2016 Chen L, Ray S, Keller BM, Pertuz S, McDonald ES, Conant EF, Kontos D. The Impact of Acquisition Dose on Quantitative Breast Density Estimation with Digital Mammography: Results from ACRIN PA 4006. Radiology. 151749. PMID 27002418 DOI: 10.1148/Radiol.2016151749  0.39
2016 Keller B, Batiste R, Chen J, McDonald E, Conant E, Kontos D, Feldman. Abstract P4-01-02: Identification of histopathologic determinants of mammographic breast density as a cancer risk factor Cancer Research. 76. DOI: 10.1158/1538-7445.Sabcs15-P4-01-02  0.353
2016 Gastounioti A, Keller BM, Hsieh M, Conant EF, Kontos D. Parenchymal texture measures weighted by breast anatomy: preliminary optimization in a case-control study Proceedings of Spie. 9785. DOI: 10.1117/12.2217697  0.397
2016 Keller BM, Gastounioti A, Batiste RC, Kontos D, Feldman MD. Preliminary evaluation of a fully automated quantitative framework for characterizing general breast tissue histology via color histogram and color texture analysis Proceedings of Spie. 9791. DOI: 10.1117/12.2217094  0.338
2016 Ray S, Keller BM, Chen J, Conant EF, Kontos D. Parameter optimization of parenchymal texture analysis for prediction of false-positive recalls from screening mammography Proceedings of Spie. 9785. DOI: 10.1117/12.2216856  0.344
2015 Keller BM, Chen J, Daye D, Conant EF, Kontos D. Preliminary evaluation of the publicly available Laboratory for Breast Radiodensity Assessment (LIBRA) software tool: comparison of fully automated area and volumetric density measures in a case-control study with digital mammography. Breast Cancer Research : Bcr. 17: 117. PMID 26303303 DOI: 10.1186/S13058-015-0626-8  0.397
2015 Keller BM, Oustimov A, Wang Y, Chen J, Acciavatti RJ, Zheng Y, Ray S, Gee JC, Maidment AD, Kontos D. Parenchymal texture analysis in digital mammography: robust texture feature identification and equivalence across devices. Journal of Medical Imaging (Bellingham, Wash.). 2: 024501. PMID 26158105 DOI: 10.1117/1.Jmi.2.2.024501  0.359
2015 Zheng Y, Keller BM, Ray S, Wang Y, Conant EF, Gee JC, Kontos D. Parenchymal texture analysis in digital mammography: A fully automated pipeline for breast cancer risk assessment. Medical Physics. 42: 4149. PMID 26133615 DOI: 10.1118/1.4921996  0.397
2015 Keller BM, McCarthy AM, Chen J, Armstrong K, Conant EF, Domchek SM, Kontos D. Associations between breast density and a panel of single nucleotide polymorphisms linked to breast cancer risk: a cohort study with digital mammography. Bmc Cancer. 15: 143. PMID 25881232 DOI: 10.1186/S12885-015-1159-3  0.363
2015 McCarthy AM, Keller B, Kontos D, Boghossian L, McGuire E, Bristol M, Chen J, Domchek S, Armstrong K. The use of the Gail model, body mass index and SNPs to predict breast cancer among women with abnormal (BI-RADS 4) mammograms. Breast Cancer Research : Bcr. 17: 1. PMID 25567532 DOI: 10.1186/S13058-014-0509-4  0.341
2015 Ambrale SS, Rounds T, Sussman BL, Rincon M, Kontos D, Keller BM, Ji Y, Sprague B, Wood M. The influence of inflammation on mammographic breast density in women at increased risk of breast cancer. Journal of Clinical Oncology. 33: 1566-1566. DOI: 10.1200/Jco.2015.33.15_Suppl.1566  0.36
2015 McCarthy AM, Keller B, Synnestvedt M, Conant E, Armstrong K, Kontos D. Abstract 2770: Racial differences in quantitative measures of area and volumetric breast density Epidemiology. 75: 2770-2770. DOI: 10.1158/1538-7445.Am2015-2770  0.382
2015 Yu N, Wu J, Weinstein SP, Gaonkar B, Keller BM, Ashraf AB, Jiang Y, Davatzikos C, Conant EF, Kontos D. A superpixel-based framework for automatic tumor segmentation on breast DCE-MRI Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9414. DOI: 10.1117/12.2081943  0.366
2015 Wu J, Ou Y, Weinstein SP, Conant EF, Yu N, Hoshmand V, Keller B, Ashraf AB, Rosen M, Demichele A, Davatzikos C, Kontos D. Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9414. DOI: 10.1117/12.2081938  0.337
2014 Keller BM, Chen J, Conant EF, Kontos D. Breast density and parenchymal texture measures as potential risk factors for Estrogen-Receptor positive breast cancer. Proceedings of Spie--the International Society For Optical Engineering. 9035: 90351D. PMID 25075270 DOI: 10.1117/12.2043710  0.406
2014 McAllister DA, Ahmed FS, Austin JH, Henschke CI, Keller BM, Lemeshow A, Reeves AP, Mesia-Vela S, Pearson GD, Shiau MC, Schwartz JE, Yankelevitz DF, Barr RG. Emphysema predicts hospitalisation and incident airflow obstruction among older smokers: a prospective cohort study. Plos One. 9: e93221. PMID 24699215 DOI: 10.1371/Journal.Pone.0093221  0.522
2014 Ray S, Choi JY, Keller BM, Chen J, Conant EF, Kontos D. Application of computer-extracted breast tissue texture features in predicting false-positive recalls from screening mammography Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9035. DOI: 10.1117/12.2043742  0.399
2013 Daye D, Keller B, Conant EF, Chen J, Schnall MD, Maidment AD, Kontos D. Mammographic parenchymal patterns as an imaging marker of endogenous hormonal exposure: a preliminary study in a high-risk population. Academic Radiology. 20: 635-46. PMID 23570938 DOI: 10.1016/J.Acra.2012.12.016  0.391
2013 Keller BM, Nathan DL, Gavenonis SC, Chen J, Conant EF, Kontos D. Reader variability in breast density estimation from full-field digital mammograms: the effect of image postprocessing on relative and absolute measures. Academic Radiology. 20: 560-8. PMID 23465381 DOI: 10.1016/J.Acra.2013.01.003  0.402
2013 Bakic PR, Keller B, Zheng Y, Wang Y, Gee JC, Kontos D, Maidment ADA. Testing realism of software breast phantoms: texture analysis of synthetic mammograms Proceedings of Spie. 8668: 866824. DOI: 10.1117/12.2008173  0.393
2013 Zheng Y, Wang Y, Keller BM, Conant E, Gee JC, Kontos D. A fully-automated software pipeline for integrating breast density and parenchymal texture analysis for digital mammograms: Parameter optimization in a case-control breast cancer risk assessment study Proceedings of Spie - the International Society For Optical Engineering. 8670. DOI: 10.1117/12.2008155  0.407
2013 Wang Y, Keller BM, Zheng Y, Acciavatti RJ, Gee JC, Maidment ADA, Kontos D. Texture feature standardization in digital mammography for improving generalizability across devices Proceedings of Spie - the International Society For Optical Engineering. 8670. DOI: 10.1117/12.2008149  0.392
2013 Jing H, Keller B, Choi JY, Crescenzi R, Conant E, Maidment A, Kontos D. Dependence of radiation dose on area and volumetric mammographic breast density estimation Proceedings of Spie. 8668: 866827. DOI: 10.1117/12.2007989  0.381
2012 Keller BM, Nathan DL, Wang Y, Zheng Y, Gee JC, Conant EF, Kontos D. Estimation of breast percent density in raw and processed full field digital mammography images via adaptive fuzzy c-means clustering and support vector machine segmentation. Medical Physics. 39: 4903-17. PMID 22894417 DOI: 10.1118/1.4736530  0.401
2012 Keller B, Chen W, Gavrielides MA. Quantitative assessment and classification of tissue-based biomarker expression with color content analysis. Archives of Pathology & Laboratory Medicine. 136: 539-50. PMID 22540303 DOI: 10.5858/Arpa.2011-0195-Oa  0.33
2012 Keller BM, Nathan DL, Conant EF, Kontos D. Model-based estimation of breast percent density in raw and processed full-field digital mammography images from image-acquisition physics and patient-image characteristics Progress in Biomedical Optics and Imaging - Proceedings of Spie. 8313. DOI: 10.1117/12.912368  0.384
2012 Keller BM, Conant EF, Oh H, Kontos D. Breast cancer risk prediction via area and volumetric estimates of breast density Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7361: 236-243. DOI: 10.1007/978-3-642-31271-7_31  0.316
2011 Keller BM, Reeves AP, Henschke CI, Yankelevitz DF. Multivariate compensation of quantitative pulmonary emphysema metric variation from low-dose, whole-lung CT scans. Ajr. American Journal of Roentgenology. 197: W495-502. PMID 21862778 DOI: 10.2214/Ajr.11.6444  0.601
2010 Keller BM, Reeves AP, Yankelevitz DF, Henschke CI. Automated quantification of pulmonary emphysema from computed tomography scans: Comparison of variation and correlation of common measures in a large cohort Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7624. DOI: 10.1117/12.844013  0.578
2010 Keller BM, Reeves AP, Barr RG, Yankelevitz DF, Henschke CI. Variation compensation and analysis on diaphragm curvature analysis for emphysema quantification on whole lung CT scans Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7624. DOI: 10.1117/12.844012  0.596
2009 Reeves AP, Biancardi AM, Yankelevitz D, Fotin S, Keller BM, Jirapatnakul A, Lee J. A public image database to support research in computer aided diagnosis. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 3715-8. PMID 19965010 DOI: 10.1109/IEMBS.2009.5334807  0.642
2009 Keller BM, Reeves AP, Apanasovich TV, Wang J, Yankelevitz DF, Henschke CI. Quantitative assessment of emphysema from whole lung CT scans: Comparison with visual grading Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7260. DOI: 10.1117/12.812254  0.581
2009 Keller BM, Reeves AP, Yankelevitz DF, Henschke CI, Barr RG. Emphysema quantification from CT scans using novel application of diaphragm curvature estimation: Comparison with standard quantification methods and pulmonary function data Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7260. DOI: 10.1117/12.812247  0.61
2008 Keller BM, Reeves AP, Henschke CI, Barr RG, Yankelevitz DF. Variation of quantitative emphysema measurements from CT scans Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6915. DOI: 10.1117/12.770844  0.564
2007 Barr RG, Mesia-Vela S, Austin JH, Basner RC, Keller BM, Reeves AP, Shimbo D, Stevenson L. Impaired flow-mediated dilation is associated with low pulmonary function and emphysema in ex-smokers: the Emphysema and Cancer Action Project (EMCAP) Study. American Journal of Respiratory and Critical Care Medicine. 176: 1200-7. PMID 17761614 DOI: 10.1164/Rccm.200707-980Oc  0.524
2007 Keller BM, Reeves AP, Cham MD, Henschke CI, Yankelevitz DF. Semi-automated location identification of catheters in digital chest radiographs Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6514. DOI: 10.1117/12.707769  0.484
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