Samuel H. Hawkins

According to our database, Samuel H. Hawkins authored at least 7 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

A Comprehensive Review of Deep Learning-Based Methods for COVID-19 Detection Using Chest X-Ray Images.

Saeed S. Alahmari, Baderaldeen Altazi, Jisoo Hwang, Samuel H. Hawkins, Tawfiq Salem

IEEE Access, 2022

2017

Lung CT Radiomics: An Overview of Using Images as Data.

Samuel H. Hawkins

PhD thesis, 2017

2016

Combining deep neural network and traditional image features to improve survival prediction accuracy for lung cancer patients from diagnostic CT.

Rahul Paul, Samuel H. Hawkins, Lawrence O. Hall, Dmitry B. Goldgof, Robert J. Gillies

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Improving malignancy prediction through feature selection informed by nodule size ranges in NLST.

Dmitry Cherezov, Samuel H. Hawkins, Dmitry B. Goldgof, Lawrence O. Hall, Yoganand Balagurunathan, Robert J. Gillies, Matthew B. Schabath

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Change descriptors for determining nodule malignancy in national lung screening trial CT screening images.

Benjamin Geiger, Samuel H. Hawkins, Lawrence O. Hall, Dmitry B. Goldgof, Yoganand Balagurunathan, Robert A. Gatenby, Robert J. Gillies

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

2015

A Robust Approach for Automated Lung Segmentation in Thoracic CT.

Hailing Zhou, Dmitry B. Goldgof, Samuel H. Hawkins, Lei Wei, Ying Liu, Douglas C. Creighton, Robert J. Gillies, Lawrence O. Hall, Saeid Nahavandi

Proceedings of the 2015 IEEE International Conference on Systems, 2015

2014

Predicting Outcomes of Nonsmall Cell Lung Cancer Using CT Image Features.

Samuel H. Hawkins, John N. Korecki, Yoganand Balagurunathan, Yuhua Gu, Virendra Kumar, Satrajit Basu, Lawrence O. Hall, Dmitry B. Goldgof, Robert A. Gatenby, Robert J. Gillies

IEEE Access, 2014