A Scalable Framework For Cluster Ensembles

Autor Hore, Prodip, Hall, Lawrence O., Goldgof, Dmitry B.
Vydáno 2009

Fast Support Vector Machines for Continuous Data

Autor Kramer, Kurt A., Hall, Lawrence O., Goldgof, Dmitry B., Remsen, Andrew, Luo, Tong
Vydáno v IEEE Trans Syst Man Cybern B Cybern (2009)

Hybrid models for lung nodule malignancy prediction utilizing convolutional neural network ensembles and clinical data

Autor Paul, Rahul, Schabath, Matthew B., Gillies, Robert, Hall, Lawrence O., Goldgof, Dmitry B.
Vydáno v J Med Imaging (Bellingham) (2020)

A Scalable Framework For Segmenting Magnetic Resonance Images

Autor Hore, Prodip, Hall, Lawrence O., Goldgof, Dmitry B., Gu, Yuhua, Maudsley, Andrew A., Darkazanli, Ammar
Vydáno 2009

Predicting malignant nodules by fusing deep features with classical radiomics features

Autor Paul, Rahul, Hawkins, Samuel H., Schabath, Matthew B., Gillies, Robert J., Hall, Lawrence O., Goldgof, Dmitry B.
Vydáno v J Med Imaging (Bellingham) (2018)

Explaining Deep Features Using Radiologist-Defined Semantic Features and Traditional Quantitative Features

Autor Paul, Rahul, Schabath, Matthew, Balagurunathan, Yoganand, Liu, Ying, Li, Qian, Gillies, Robert, Hall, Lawrence O., Goldgof, Dmitry B.
Vydáno v Tomography (2019)

Lung Nodule Sizes Are Encoded When Scaling CT Image for CNN's

Autor Cherezov, Dmitry, Paul, Rahul, Fetisov, Nikolai, Gillies, Robert J., Schabath, Matthew B., Goldgof, Dmitry B., Hall, Lawrence O.
Vydáno v Tomography (2020)

Deep Feature Stability Analysis Using CT Images of a Physical Phantom Across Scanner Manufacturers, Cartridges, Pixel Sizes, and Slice Thickness

Autor Paul, Rahul, Shafiq-ul Hassan, Mohammed, Moros, Eduardo G., Gillies, Robert J., Hall, Lawrence O., Goldgof, Dmitry B.
Vydáno v Tomography (2020)

AUTOMATIC SECTION THICKNESS DETERMINATION USING AN ABSOLUTE GRADIENT FOCUS FUNCTION

Autor Elozory, Daniel T., Kramer, Kurt A., Chaudhuri, Baishali, Bonam, Om P., Goldgof, Dmitry B., Hall, Lawrence O., Mouton, Peter R.
Vydáno v J Microsc (2012)

Deep Feature Transfer Learning in Combination with Traditional Features Predicts Survival Among Patients with Lung Adenocarcinoma

Autor Paul, Rahul, Hawkins, Samuel H., Balagurunathan, Yoganand, Schabath, Matthew B., Gillies, Robert J., Hall, Lawrence O., Goldgof, Dmitry B.
Vydáno v Tomography (2016)

Delta radiomic features improve prediction for lung cancer incidence: A nested case–control analysis of the National Lung Screening Trial

Autor Cherezov, Dmitry, Hawkins, Samuel H., Goldgof, Dmitry B., Hall, Lawrence O., Liu, Ying, Li, Qian, Balagurunathan, Yoganand, Gillies, Robert J., Schabath, Matthew B.
Vydáno v Cancer Med (2018)

Heterogeneity in Intratumoral Regions With Rapid Gadolinium Washout Correlates With Estrogen Receptor Status and Nodal Metastasis

Autor Chaudhury, Baishali, Zhou, Mu, Goldgof, Dmitry B., Hall, Lawrence O., Gatenby, Robert A., Gillies, Robert J., Patel, Bhavika K., Weinfurtner, Robert J., Drukteinis, Jennifer S.
Vydáno v J Magn Reson Imaging (2015)

A semiautomatic CT-based ensemble segmentation of lung tumors: comparison with oncologists’ delineations and with the surgical specimen

Autor Velazquez, Emmanuel Rios, Aerts, Hugo J. W. L., Gu, Yuhua, Goldgof, Dmitry B., De Ruysscher, Dirk, Dekker, Andre, Korn, René, Gillies, Robert J., Lambin, Philippe
Vydáno 2012

Reproducibility and Prognosis of Quantitative Features Extracted from CT Images

Autor Balagurunathan, Yoganand, Gu, Yuhua, Wang, Hua, Kumar, Virendra, Grove, Olya, Hawkins, Sam, Kim, Jongphil, Goldgof, Dmitry B, Hall, Lawrence O, Gatenby, Robert A, Gillies, Robert J
Vydáno 2014

Test–Retest Reproducibility Analysis of Lung CT Image Features

Autor Balagurunathan, Yoganand, Kumar, Virendra, Gu, Yuhua, Kim, Jongphil, Wang, Hua, Liu, Ying, Goldgof, Dmitry B., Hall, Lawrence O., Korn, Rene, Zhao, Binsheng, Schwartz, Lawrence H., Basu, Satrajit, Eschrich, Steven, Gatenby, Robert A., Gillies, Robert J.
Vydáno v J Digit Imaging (2014)

Automated Delineation of Lung Tumors from CT Images Using a Single Click Ensemble Segmentation Approach

Autor Gu, Yuhua, Kumar, Virendra, Hall, Lawrence O, Goldgof, Dmitry B, Li, Ching-Yen, Korn, René, Bendtsen, Claus, Velazquez, Emmanuel Rios, Dekker, Andre, Aerts, Hugo, Lambin, Philippe, Li, Xiuli, Tian, Jie, Gatenby, Robert A, Gillies, Robert J
Vydáno 2013

QIN “Radiomics: The Process and the Challenges”

Autor Kumar, Virendra, Gu, Yuhua, Basu, Satrajit, Berglund, Anders, Eschrich, Steven A., Schabath, Matthew B., Forster, Kenneth, Aerts, Hugo J.W.L., Dekker, Andre, Fenstermacher, David, Goldgof, Dmitry B, Hall, Lawrence O, Lambin, Philippe, Balagurunathan, Yoganand, Gatenby, Robert A, Gillies, Robert J
Vydáno 2012