Dmitry B. Goldgof - Publications

Affiliations: 
Chemical Engineering University of South Florida, Tampa, FL, United States 
Area:
Biomedical Engineering, Bioinformatics Biology
Website:
https://www.usf.edu/engineering/cse/people/goldgof-dmitry.aspx

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
2019 Cherezov D, Goldgof D, Hall L, Gillies R, Schabath M, Müller H, Depeursinge A. Revealing Tumor Habitats from Texture Heterogeneity Analysis for Classification of Lung Cancer Malignancy and Aggressiveness. Scientific Reports. 9: 4500. PMID 30872600 DOI: 10.1038/s41598-019-38831-0  0.4
2019 Paul R, Schabath M, Balagurunathan Y, Liu Y, Li Q, Gillies R, Hall LO, Goldgof DB. Explaining Deep Features Using Radiologist-Defined Semantic Features and Traditional Quantitative Features. Tomography (Ann Arbor, Mich.). 5: 192-200. PMID 30854457 DOI: 10.18383/j.tom.2018.00034  0.52
2019 Ahmady Phoulady H, Goldgof D, Hall LO, Mouton PR. Automatic ground truth for deep learning stereology of immunostained neurons and microglia in mouse neocortex. Journal of Chemical Neuroanatomy. 98: 1-7. PMID 30836126 DOI: 10.1016/j.jchemneu.2019.02.006  0.52
2019 Ahmady Phoulady H, Goldgof D, Hall LO, Nash KR, Mouton PR. Automatic stereology of mean nuclear size of neurons using an active contour framework. Journal of Chemical Neuroanatomy. 96: 110-115. PMID 30630013 DOI: 10.1016/j.jchemneu.2018.12.012  0.52
2018 Alahmari SS, Cherezov D, Goldgof D, Hall L, Gillies RJ, Schabath MB. Delta Radiomics Improves Pulmonary Nodule Malignancy Prediction in Lung Cancer Screening. Ieee Access : Practical Innovations, Open Solutions. 6: 77796-77806. PMID 30607311 DOI: 10.1109/ACCESS.2018.2884126  0.4
2018 Alahmari SS, Goldgof D, Hall L, Phoulady HA, Patel RH, Mouton PR. Automated Cell Counts on Tissue Sections by Deep Learning and Unbiased Stereology. Journal of Chemical Neuroanatomy. PMID 30594529 DOI: 10.1016/j.jchemneu.2018.12.010  0.52
2018 Cherezov D, Hawkins SH, Goldgof DB, Hall LO, Liu Y, Li Q, Balagurunathan Y, Gillies RJ, Schabath MB. Delta radiomic features improve prediction for lung cancer incidence: A nested case-control analysis of the National Lung Screening Trial. Cancer Medicine. PMID 30507033 DOI: 10.1002/cam4.1852  0.52
2018 Paul R, Liu Y, Li Q, Hall L, Goldgof D, Balagurunathan Y, Schabath M, Gillies R. Representation of Deep Features using Radiologist defined Semantic Features. Proceedings of ... International Joint Conference On Neural Networks. International Joint Conference On Neural Networks. 2018. PMID 30443437  0.4
2018 Zhi R, Zamzmi GZD, Goldgof D, Ashmeade T, Sun Y. Automatic Infants' Pain Assessment by Dynamic Facial Representation: Effects of Profile View, Gestational Age, Gender, and Race. Journal of Clinical Medicine. 7. PMID 29997313 DOI: 10.3390/jcm7070173  0.6
2018 Balagurunathan Y, Beers A, Kalpathy-Cramer J, McNitt-Gray M, Hadjiiski L, Zhao B, Zhu J, Yang H, Yip SSF, Aerts HJWL, Napel S, Cherezov D, Cha K, Chan HP, Flores C, ... ... Goldgof D, et al. Erratum: Semi-automated pulmonary nodule interval segmentation using the NLST data. Medical Physics. 45: 2689-2690. PMID 29894564 DOI: 10.1002/mp.12905  0.4
2018 Paul R, Hawkins SH, Schabath MB, Gillies RJ, Hall LO, Goldgof DB. Predicting malignant nodules by fusing deep features with classical radiomics features. Journal of Medical Imaging (Bellingham, Wash.). 5: 011021. PMID 29594181 DOI: 10.1117/1.JMI.5.1.011021  0.52
2018 Balagurunathan Y, Beers A, Kalpathy-Cramer J, McNitt-Gray M, Hadjiiski L, Zhao B, Zhu J, Yang H, Yip SSF, Aerts HJWL, Napel S, Cherezov D, Cha K, Chan HP, Flores C, ... ... Goldgof D, et al. Semi-Automated Pulmonary Nodule Interval Segmentation using the NLST data. Medical Physics. PMID 29363773 DOI: 10.1002/mp.12766  0.4
2017 Zamzmi G, Kasturi R, Goldgof D, Zhi R, Ashmeade T, Sun Y. A Review of Automated Pain Assessment in Infants: Features, Classification Tasks, and Databases. Ieee Reviews in Biomedical Engineering. PMID 29989992 DOI: 10.1109/RBME.2017.2777907  0.6
2017 Phoulady HA, Goldgof D, Hall LO, Mouton PR. A framework for nucleus and overlapping cytoplasm segmentation in cervical cytology extended depth of field and volume images. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. PMID 28701280 DOI: 10.1016/j.compmedimag.2017.06.007  0.52
2017 Beichel RR, Smith BJ, Bauer C, Ulrich EJ, Ahmadvand P, Budzevich MM, Gillies RJ, Goldgof D, Grkovski M, Hamarneh G, Huang Q, Kinahan PE, Laymon CM, Mountz JM, Muzi JP, et al. Multi-site quality and variability analysis of 3D FDG PET segmentations based on phantom and clinical image data. Medical Physics. 44: 479-496. PMID 28205306 DOI: 10.1002/mp.12041  0.4
2017 Shafiq-Ul-Hassan M, Zhang GG, Latifi K, Ullah G, Hunt DC, Balagurunathan Y, Abdalah MA, Schabath MB, Goldgof DG, Mackin D, Court LE, Gillies RJ, Moros EG. Intrinsic dependencies of CT radiomic features on voxel size and number of gray levels. Medical Physics. PMID 28112418 DOI: 10.1002/mp.12123  0.4
2016 Cherezov D, Hawkins S, Goldgof D, Hall L, Balagurunathan Y, Gillies RJ, Schabath MB. Improving malignancy prediction through feature selection informed by nodule size ranges in NLST. Conference Proceedings. Ieee International Conference On Systems, Man, and Cybernetics. 2016: 001939-1944. PMID 30473607 DOI: 10.1109/SMC.2016.7844523  0.4
2016 Kalpathy-Cramer J, Mamomov A, Zhao B, Lu L, Cherezov D, Napel S, Echegaray S, Rubin D, McNitt-Gray M, Lo P, Sieren JC, Uthoff J, Dilger SK, Driscoll B, Yeung I, ... ... Goldgof D, et al. Radiomics of Lung Nodules: A Multi-Institutional Study of Robustness and Agreement of Quantitative Imaging Features. Tomography : a Journal For Imaging Research. 2: 430-437. PMID 28149958 DOI: 10.18383/j.tom.2016.00235  0.4
2016 Paul R, Hawkins SH, Balagurunathan Y, Schabath MB, Gillies RJ, Hall LO, Goldgof DB. Deep Feature Transfer Learning in Combination with Traditional Features Predicts Survival Among Patients with Lung Adenocarcinoma. Tomography : a Journal For Imaging Research. 2: 388-395. PMID 28066809 DOI: 10.18383/j.tom.2016.00211  0.52
2016 Mouton PR, Phoulady HA, Goldgof D, Hall LO, Gordon M, Morgan D. Unbiased estimation of cell number using the automatic optical fractionator. Journal of Chemical Neuroanatomy. PMID 27988177 DOI: 10.1016/j.jchemneu.2016.12.002  0.52
2016 Zhou M, Chaudhury B, Hall LO, Goldgof DB, Gillies RJ, Gatenby RA. Identifying spatial imaging biomarkers of glioblastoma multiforme for survival group prediction. Journal of Magnetic Resonance Imaging : Jmri. PMID 27678245 DOI: 10.1002/jmri.25497  0.52
2016 Hawkins S, Wang H, Liu Y, Garcia A, Stringfield O, Krewer H, Li Q, Cherezov D, Gatenby RA, Balagurunathan Y, Goldgof D, Schabath MB, Hall L, Gillies RJ. Predicting malignant nodules from screening CTs. Journal of Thoracic Oncology : Official Publication of the International Association For the Study of Lung Cancer. PMID 27422797 DOI: 10.1016/j.jtho.2016.07.002  0.4
2016 Kalpathy-Cramer J, Zhao B, Goldgof D, Gu Y, Wang X, Yang H, Tan Y, Gillies R, Napel S. A Comparison of Lung Nodule Segmentation Algorithms: Methods and Results from a Multi-institutional Study. Journal of Digital Imaging. PMID 26847203 DOI: 10.1007/s10278-016-9859-z  0.52
2015 Lin B, Sun Y, Qian X, Goldgof D, Gitlin R, You Y. Video-based 3D reconstruction, laparoscope localization and deformation recovery for abdominal minimally invasive surgery: a survey. The International Journal of Medical Robotics + Computer Assisted Surgery : Mrcas. PMID 25931190 DOI: 10.1002/rcs.1661  0.52
2015 Chaudhury B, Zhou M, Goldgof DB, Hall LO, Gatenby RA, Gillies RJ, Patel BK, Weinfurtner RJ, Drukteinis JS. Heterogeneity in intratumoral regions with rapid gadolinium washout correlates with estrogen receptor status and nodal metastasis. Journal of Magnetic Resonance Imaging : Jmri. PMID 25884277 DOI: 10.1002/jmri.24921  0.52
2015 Obuchowski NA, Reeves AP, Huang EP, Wang XF, Buckler AJ, Kim HJ, Barnhart HX, Jackson EF, Giger ML, Pennello G, Toledano AY, Kalpathy-Cramer J, Apanasovich TV, Kinahan PE, Myers KJ, ... Goldgof DB, et al. Quantitative imaging biomarkers: a review of statistical methods for computer algorithm comparisons. Statistical Methods in Medical Research. 24: 68-106. PMID 24919829 DOI: 10.1177/0962280214537390  0.52
2014 Balagurunathan Y, Kumar V, Gu Y, Kim J, Wang H, Liu Y, Goldgof DB, Hall LO, Korn R, Zhao B, Schwartz LH, Basu S, Eschrich S, Gatenby RA, Gillies RJ. Test-retest reproducibility analysis of lung CT image features. Journal of Digital Imaging. 27: 805-23. PMID 24990346 DOI: 10.1007/s10278-014-9716-x  0.52
2014 Balagurunathan Y, Gu Y, Wang H, Kumar V, Grove O, Hawkins S, Kim J, Goldgof DB, Hall LO, Gatenby RA, Gillies RJ. Reproducibility and Prognosis of Quantitative Features Extracted from CT Images. Translational Oncology. 7: 72-87. PMID 24772210 DOI: 10.1593/tlo.13844  0.52
2014 Zhou M, Hall L, Goldgof D, Russo R, Balagurunathan Y, Gillies R, Gatenby R. Radiologically defined ecological dynamics and clinical outcomes in glioblastoma multiforme: preliminary results. Translational Oncology. 7: 5-13. PMID 24772202 DOI: 10.1593/tlo.13730  0.52
2013 Gu Y, Kumar V, Hall LO, Goldgof DB, Li CY, Korn R, Bendtsen C, Velazquez ER, Dekker A, Aerts H, Lambin P, Li X, Tian J, Gatenby RA, Gillies RJ. Automated Delineation of Lung Tumors from CT Images Using a Single Click Ensemble Segmentation Approach. Pattern Recognition. 46: 692-702. PMID 23459617 DOI: 10.1016/j.patcog.2012.10.005  0.52
2012 Rios Velazquez E, Aerts HJ, Gu Y, Goldgof DB, De Ruysscher D, Dekker A, Korn R, Gillies RJ, Lambin P. A semiautomatic CT-based ensemble segmentation of lung tumors: comparison with oncologists' delineations and with the surgical specimen. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. 105: 167-73. PMID 23157978 DOI: 10.1016/j.radonc.2012.09.023  0.52
2012 Elozory DT, Kramer KA, Chaudhuri B, Bonam OP, Goldgof DB, Hall LO, Mouton PR. Automatic section thickness determination using an absolute gradient focus function. Journal of Microscopy. 248: 245-59. PMID 23078150 DOI: 10.1111/j.1365-2818.2012.03669.x  0.52
2012 Kumar V, Gu Y, Basu S, Berglund A, Eschrich SA, Schabath MB, Forster K, Aerts HJ, Dekker A, Fenstermacher D, Goldgof DB, Hall LO, Lambin P, Balagurunathan Y, Gatenby RA, et al. Radiomics: the process and the challenges. Magnetic Resonance Imaging. 30: 1234-48. PMID 22898692 DOI: 10.1016/j.mri.2012.06.010  0.52
2009 Hore P, Hall LO, Goldgof DB. A Scalable Framework For Cluster Ensembles. Pattern Recognition. 42: 676-688. PMID 20160846 DOI: 10.1016/j.patcog.2008.09.027  0.52
2009 Hore P, Hall LO, Goldgof DB, Gu Y, Maudsley AA, Darkazanli A. A Scalable Framework For Segmenting Magnetic Resonance Images. Journal of Signal Processing Systems. 54: 183-203. PMID 20046893 DOI: 10.1007/s11265-008-0243-1  0.52
2009 Kramer KA, Hall LO, Goldgof DB, Remsen A, Luo T. Fast support vector machines for continuous data. Ieee Transactions On Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the Ieee Systems, Man, and Cybernetics Society. 39: 989-1001. PMID 19336328 DOI: 10.1109/TSMCB.2008.2011645  0.52
2009 Kasturi R, Goldgof D, Soundararajan P, Manohar V, Garofolo J, Bowers R, Boonstra M, Korzhova V, Zhang J. Framework for performance evaluation of face, text, and vehicle detection and tracking in video: Data, metrics, and protocol Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 319-336. PMID 19110496 DOI: 10.1109/TPAMI.2008.57  0.52
2008 Kamath V, Goldgof D, Argilagos R, Hazlehurst L, Eschrich S. Towards a framework for analysis of biophotonic images of mouse models of cancer. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 3079-82. PMID 19163357 DOI: 10.1109/IEMBS.2008.4649854  0.52
2006 Maudsley AA, Darkazanli A, Alger JR, Hall LO, Schuff N, Studholme C, Yu Y, Ebel A, Frew A, Goldgof D, Gu Y, Pagare R, Rousseau F, Sivasankaran K, Soher BJ, et al. Comprehensive processing, display and analysis for in vivo MR spectroscopic imaging. Nmr in Biomedicine. 19: 492-503. PMID 16763967 DOI: 10.1002/nbm.1025  0.52
2004 Luo T, Kramer K, Goldgof DB, Hall LO, Samson S, Remsen A, Hopkins T. Recognizing plankton images from the shadow image particle profiling evaluation recorder. Ieee Transactions On Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the Ieee Systems, Man, and Cybernetics Society. 34: 1753-62. PMID 15462442  0.52
2004 Fink E, Kokku PK, Nikiforou S, Hall LO, Goldgof DB, Krischer JP. Selection of patients for clinical trials: an interactive web-based system. Artificial Intelligence in Medicine. 31: 241-54. PMID 15302090 DOI: 10.1016/j.artmed.2004.01.017  0.52
2001 Shin MC, Goldgof DB, Bowyer KW, Nikiforou S. Comparison of edge detection algorithms using a structure from motion task. Ieee Transactions On Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the Ieee Systems, Man, and Cybernetics Society. 31: 589-601. PMID 18244823 DOI: 10.1109/3477.938262  0.52
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