Accelerating Fuzzy-C Means Using an Estimated Subsample Size

Por Parker, Jonathon K., Hall, Lawrence O.
Publicado no IEEE Trans Fuzzy Syst (2013)

A Scalable Framework For Cluster Ensembles

Por Hore, Prodip, Hall, Lawrence O., Goldgof, Dmitry B.
Publicado em 2009

NOVEL STAIN SEPARATION METHOD FOR AUTOMATIC STEREOLOGY OF IMMUNOSTAINED TISSUE SECTIONS

Por Dave, Palak, Goldgof, Dmitry, Hall, Lawrence O, Alahmari, Saeed, Mouton, Peter R
Publicado no Innov Aging (2019)

Fast Support Vector Machines for Continuous Data

Por Kramer, Kurt A., Hall, Lawrence O., Goldgof, Dmitry B., Remsen, Andrew, Luo, Tong
Publicado no IEEE Trans Syst Man Cybern B Cybern (2009)

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

Por Paul, Rahul, Schabath, Matthew B., Gillies, Robert, Hall, Lawrence O., Goldgof, Dmitry B.
Publicado no J Med Imaging (Bellingham) (2020)

A Scalable Framework For Segmenting Magnetic Resonance Images

Por Hore, Prodip, Hall, Lawrence O., Goldgof, Dmitry B., Gu, Yuhua, Maudsley, Andrew A., Darkazanli, Ammar
Publicado em 2009

Unbiased Estimation of Cell Number Using the Automatic Optical Fractionator

Por Mouton, Peter R., Phoulady, Hady Ahmady, Goldgof, Dmitry, Hall, Lawrence O., Gordon, Marcia, Morgan, David
Publicado no J Chem Neuroanat (2016)

Predicting malignant nodules by fusing deep features with classical radiomics features

Por Paul, Rahul, Hawkins, Samuel H., Schabath, Matthew B., Gillies, Robert J., Hall, Lawrence O., Goldgof, Dmitry B.
Publicado no J Med Imaging (Bellingham) (2018)

Stability and reproducibility of computed tomography radiomic features extracted from peritumoral regions of lung cancer lesions

Por Tunali, Ilke, Hall, Lawrence O., Napel, Sandy, Cherezov, Dmitry, Guvenis, Albert, Gillies, Robert J., Schabath, Matthew B.
Publicado no Med Phys (2019)

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

Por Paul, Rahul, Schabath, Matthew, Balagurunathan, Yoganand, Liu, Ying, Li, Qian, Gillies, Robert, Hall, Lawrence O., Goldgof, Dmitry B.
Publicado no Tomography (2019)

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

Por Cherezov, Dmitry, Paul, Rahul, Fetisov, Nikolai, Gillies, Robert J., Schabath, Matthew B., Goldgof, Dmitry B., Hall, Lawrence O.
Publicado no Tomography (2020)

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

Por Paul, Rahul, Shafiq-ul Hassan, Mohammed, Moros, Eduardo G., Gillies, Robert J., Hall, Lawrence O., Goldgof, Dmitry B.
Publicado no Tomography (2020)

AUTOMATIC SECTION THICKNESS DETERMINATION USING AN ABSOLUTE GRADIENT FOCUS FUNCTION

Por Elozory, Daniel T., Kramer, Kurt A., Chaudhuri, Baishali, Bonam, Om P., Goldgof, Dmitry B., Hall, Lawrence O., Mouton, Peter R.
Publicado no J Microsc (2012)

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

Por Paul, Rahul, Hawkins, Samuel H., Balagurunathan, Yoganand, Schabath, Matthew B., Gillies, Robert J., Hall, Lawrence O., Goldgof, Dmitry B.
Publicado no Tomography (2016)

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

Por Cherezov, Dmitry, Hawkins, Samuel H., Goldgof, Dmitry B., Hall, Lawrence O., Liu, Ying, Li, Qian, Balagurunathan, Yoganand, Gillies, Robert J., Schabath, Matthew B.
Publicado no Cancer Med (2018)

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

Por 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.
Publicado no J Magn Reson Imaging (2015)

Reproducibility and Prognosis of Quantitative Features Extracted from CT Images

Por 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
Publicado em 2014

Test–Retest Reproducibility Analysis of Lung CT Image Features

Por 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.
Publicado no J Digit Imaging (2014)

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

Por 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
Publicado em 2013

QIN “Radiomics: The Process and the Challenges”

Por 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
Publicado em 2012