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George R. Thoma
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Publications
- 2019
- [j52]Haidar A. Almubarak
, Ronald Joe Stanley, Peng Guo, L. Rodney Long, Sameer K. Antani
A Hybrid Deep Learning and Handcrafted Feature Approach for Cervical Cancer Digital Histology Image Classification. Int. J. Heal. Inf. Syst. Informatics 14(2): 66-87 (2019) - 2018
- [c183]Zhiyun Xue, Sivaramakrishnan Rajaraman
Gender Detection from Spine X-Ray Images Using Deep Learning. CBMS 2018: 54-58 - [c179]Zhiyun Xue, L. Rodney Long, Stefan Jaeger, Les R. Folio, George R. Thoma, Sameer K. Antani
Extraction of Aortic Knuckle Contour in Chest Radiographs Using Deep Learning. EMBC 2018: 5890-5893 - [c177]Yuan Xue
Multimodal Recurrent Model with Attention for Automated Radiology Report Generation. MICCAI (1) 2018: 457-466 - 2017
- [c171]Ravali Edulapuram, Ronald Joe Stanley, L. Rodney Long, Sameer K. Antani, George R. Thoma, Rosemary Zuna, William V. Stoecker, Jason R. Hagerty:
Nuclei Segmentation using a Level Set Active Contour Method and Spatial Fuzzy C-means Clustering. VISIGRAPP (4: VISAPP) 2017: 195-202 - 2016
- [j42]Peng Guo, Koyel Banerjee, Ronald Joe Stanley, L. Rodney Long, Sameer K. Antani
Nuclei-Based Features for Uterine Cervical Cancer Histology Image Analysis With Fusion-Based Classification. IEEE J. Biomed. Health Informatics 20(6): 1595-1607 (2016) - [c169]Zhiyun Xue, Md. Mahmudur Rahman
Modality Classification for Searching Figures in Biomedical Literature. CBMS 2016: 152-157 - [c165]Jessica Faruque, Sameer K. Antani
Image similarity ranking of focal computed tomography liver lesions using a 2AFC technique. Image Perception, Observer Performance, and Technology Assessment 2016: 97870N - 2015
- [c164]Zhiyun Xue, Sema Candemir
Foreign object detection in chest X-rays. BIBM 2015: 956-961 - [c162]Zhiyun Xue, Daekeun You, Sema Candemir
Chest X-ray Image View Classification. CBMS 2015: 66-71 - 2014
- [j37]Soumya De, Ronald Joe Stanley, Beibei Cheng, Sameer K. Antani
Automated Text Detection and Recognition in Annotated Biomedical Publication Images. Int. J. Heal. Inf. Syst. Informatics 9(2): 34-63 (2014) - [c154]Zhiyun Xue, Sameer K. Antani
Body Segment Classification for Visible Human Cross Section Slices. CBMS 2014: 199-204 - 2013
- [j32]Soumya De, Ronald Joe Stanley, Cheng Lu
A fusion-based approach for uterine cervical cancer histology image classification. Comput. Medical Imaging Graph. 37(7-8): 475-487 (2013) - [c139]Zhiyun Xue, Sameer K. Antani
Classification of CT Figures in Biomedical Articles Based on Body Segments. ICHI 2013: 264-268 - [c137]Sridharan Kamalakannan
Integrating shape into an interactive segmentation framework. Computer-Aided Diagnosis 2013: 867030 - [c136]Sridharan Kamalakannan
Customized hybrid level sets for automatic lung segmentation in chest x-ray images. Image Processing 2013: 866939 - 2012
- [j29]Lei He, L. Rodney Long, Sameer K. Antani
Histology image analysis for carcinoma detection and grading. Comput. Methods Programs Biomed. 107(3): 538-556 (2012) - [c134]Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma:
Window Classification of Brain CT Images in Biomedical Articles. AMIA 2012 - [c126]Payel Ghosh, Sameer K. Antani
Unsupervised segmentation of lungs from chest radiographs. Computer-Aided Diagnosis 2012: 831532 - 2011
- [c125]Payel Ghosh, Sameer K. Antani
Review of medical image retrieval systems and future directions. CBMS 2011: 1-6 - [c123]Zhiyun Xue, L. Rodney Long, Sameer K. Antani
Spine X-ray image retrieval using partial vertebral boundaries. CBMS 2011: 1-6 - [c117]Lei He, L. Rodney Long, Sameer K. Antani
Multiphase Level Set Model with Local K-means Energy for Histology Image Segmentation. HISB 2011: 32-39 - [c116]Payel Ghosh, Sameer K. Antani
Unsupervised Grow-Cut: Cellular Automata-Based Medical Image Segmentation. HISB 2011: 40-47 - [c114]Zhiyun Xue, L. Rodney Long, Sameer K. Antani
Pathology-based vertebral image retrieval. ISBI 2011: 1893-1896 - [c112]Lei He, L. Rodney Long, Sameer K. Antani
Distribution fitting-based pixel labeling for histology image segmentation. Computer-Aided Diagnosis 2011: 79633D - 2010
- [j21]Zhiyun Xue, L. Rodney Long, Sameer K. Antani
A unified set of analysis tools for uterine cervix image segmentation. Comput. Medical Imaging Graph. 34(8): 593-604 (2010) - [c110]Haiying Guan, Sameer K. Antani
Comparative study of shape retrieval using feature fusion approaches. CBMS 2010: 226-231 - [c108]Zhiyun Xue, L. Rodney Long, Sameer K. Antani
Automatic extraction of mosaic patterns in uterine cervix images. CBMS 2010: 273-278 - [c100]Lei He, L. Rodney Long, Sameer K. Antani
Local and global Gaussian mixture models for hematoxylin and eosin stained histology image segmentation. HIS 2010: 223-228 - [c98]Zhiyun Xue, Sameer K. Antani
An online segmentation tool for cervicographic image analysis. IHI 2010: 425-429 - 2009
- [j18]L. Rodney Long, Sameer K. Antani
Content-Based Image Retrieval in Medicine: Retrospective Assessment, State of the Art, and Future Directions. Int. J. Heal. Inf. Syst. Informatics 4(1): 1-16 (2009) - [j16]William Hsu
SPIRS: A Web-based image retrieval system for large biomedical databases. Int. J. Medical Informatics 78(Supplement-1): S13-S24 (2009) - [j15]Yaoyao Zhu, Xiaolei Huang, Wei Wang, Daniel P. Lopresti
Balancing the Role of Priors in Multi-Observer Segmentation Evaluation. J. Signal Process. Syst. 55(1-3): 185-207 (2009) - [c95]Haiying Guan, Sameer K. Antani
Comparative study of spine vertebra shape retrieval using learning-based feature selection. CBMS 2009: 1-7 - [c92]Zhiyun Xue, Sameer K. Antani
A system for searching uterine cervix images by visual attributes. CBMS 2009: 1-5 - [c86]Wei Wang, Yaoyao Zhu, Xiaolei Huang, Daniel P. Lopresti, Zhiyun Xue, L. Rodney Long, Sameer K. Antani
A Classifier Ensemble Based on Performance Level Estimation. ISBI 2009: 342-345 - [c85]Haiying Guan, Sameer K. Antani
Bridging the Semantic Gap Using Ranking Svm for Image Retrieval. ISBI 2009: 354-357 - [c84]Md. Mahmudur Rahman
Multi-modal Query Expansion Based on Local Analysis for Medical Image Retrieval. MCBR-CDS 2009: 110-119 - [c83]Zhiyun Xue, L. Rodney Long, Sameer K. Antani
Segmentation of mosaicism in cervicographic images using support vector machines. Image Processing 2009: 72594X - 2008
- [j14]Ronald Joe Stanley, Sameer K. Antani
Size-invariant descriptors for detecting regions of abnormal growth in cervical vertebrae. Comput. Medical Imaging Graph. 32(1): 44-52 (2008) - [j13]Jian Yao, Zhongfei (Mark) Zhang, Sameer K. Antani
Automatic medical image annotation and retrieval. Neurocomputing 71(10-12): 2012-2022 (2008) - [c80]Sameer K. Antani
Bridging the Gap: Enabling CBIR in Medical Applications. CBMS 2008: 4-6 - [c79]Yaoyao Zhu, Xiaolei Huang, Daniel P. Lopresti
Web-Based Multi-Observer Segmentation Evaluation Tool. CBMS 2008: 167-169 - [c74]Santosh Seetharaman, Ronald Joe Stanley, Soumya De, Sameer K. Antani
Live Wire Segmentation Tool for Osteophyte Detection in Lumbar Spine X-Ray Images. ICETET 2008: 715-720 - [c73]Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma, Jose Jeronimo:
Cervicographic image retrieval by spatial similarity of lesions. ICPR 2008: 1-4 - 2007
- [c72]Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Jose Jeronimo, George R. Thoma:
Investigating CBIR Techniques for Cervicographic Images. AMIA 2007 - [c71]Sameer K. Antani, Thomas Martin Deserno, L. Rodney Long, Mark Oliver Güld, Leif Neve, George R. Thoma:
Interfacing Global and Local CBIR Systems for Medical Image Retrieval. Bildverarbeitung für die Medizin 2007: 166-171 - [c65]Sameer K. Antani, Thomas Martin Deserno, L. Rodney Long, George R. Thoma:
Geographically Distributed Complementary Content-Based Image Retrieval Systems for Biomedical Image Informatics. MedInfo 2007: 493-497 - [c64]Zhiyun Xue, Sameer K. Antani
Comparative performance analysis of cervix ROI extraction and specular reflection removal algorithms for uterine cervix image analysis. Image Processing 2007: 65124I - 2006
- [c60]Jian Yao, Sameer K. Antani
Automatic Medical Image Annotation and Retrieval Using SECC. CBMS 2006: 820-825 - [c59]L. Rodney Long, Sameer K. Antani
Technology for Medical Education, Research, and Disease Screening by Exploitation of Biomarkers in a Large Collection of Uterine Cervix Images. CBMS 2006: 826-831 - [c56]Jian Yao, Zhongfei (Mark) Zhang, Sameer K. Antani
Automatic Medical Image Annotation and Retrieval using SEMI-SECC. ICME 2006: 2005-2008 - 2005
- [c51]Sameer K. Antani
Applying vertebral boundary semantics to CBIR of digitized spine x-ray images. Storage and Retrieval Methods and Applications for Multimedia 2005: 98-107 - 2004
- [j10]Sameer K. Antani
Evaluation of shape similarity measurement methods for spine X-ray images. J. Vis. Commun. Image Represent. 15(3): 285-302 (2004) - [c49]Ronald Joe Stanley, Santhosh Seetharaman, L. Rodney Long, Sameer K. Antani, George R. Thoma, Edward Downey:
Image Analysis Techniques for the Automated Evaluation of Subaxial Subluxation in Cervical Spine X-ray Images. CBMS 2004: 204-209 - [c48]Mike Bopf, Tina Coleman, L. Rodney Long, Sameer K. Antani, George R. Thoma, Jose Jeronimo, Mark Schiffman:
An Architecture for Streamlining the Implementation of Biomedical Text/Image Databases on the Web. CBMS 2004: 563- - [c44]Sameer K. Antani
Content-Based Image Retrieval for Large Biomedical Image Archives. MedInfo 2004: 829-833 - [c42]Sameer K. Antani
Partial shape matching for CBIR of spine x-ray images. Storage and Retrieval Methods and Applications for Multimedia 2004: 1-8 - 2003
- [c41]L. Rodney Long, Sameer K. Antani, George R. Thoma:
A Prototype Content-Based Image Retrieval System for Spine X-Rays. CBMS 2003: 156-162 - [c38]Sameer K. Antani, L. Rodney Long, George R. Thoma, Ronald Joe Stanley:
Vertebra shape classification using MLP for content-based image retrieval. IJCNN 2003: 160-165 - [c37]Sameer K. Antani
Evaluation of shape indexing methods for content-based retrieval of x-ray images. Storage and Retrieval for Media Databases 2003: 405-416 - 2002
- [c33]Sameer K. Antani, L. Rodney Long, George R. Thoma:
A Biomedical Information System for Combined Content-Based Retrieval of Spine X-Ray Images, Associated Text Information. ICVGIP 2002 - [c32]L. Rodney Long, Daniel M. Krainak, George R. Thoma:
Identifying image structures for content-based retrieval of digitized spine x rays. Image Processing 2002 - 2001
- [j9]L. Rodney Long, George R. Thoma:
Landmarking and feature localization in spine x-rays. J. Electronic Imaging 10(4): 939-956 (2001) - [c31]L. Rodney Long, George R. Thoma:
Computer Assisted Retrieval of Biomedical Image Features from Spine X-Rays: Progress and Prospects. CBMS 2001: 46- - [c26]L. Rodney Long, George R. Thoma:
Identification and classification of spine vertebrae by automated methods. Image Processing 2001 - [c25]L. Rodney Long, George R. Thoma:
Feature indexing in a database of digitized x rays. Storage and Retrieval for Media Databases 2001: 393-403 - 2000
- [c24]L. Rodney Long, George R. Thoma:
Use of Shape Models to Search Digitized Spine X-rays. CBMS 2000: 255-260 - [c22]L. Rodney Long, George R. Thoma:
Segmentation and image navigation in digitized spine x rays. Image Processing 2000 - [c21]L. Rodney Long, George R. Thoma:
Indexing of image content in spine x rays. Storage and Retrieval for Media Databases 2000: 55-63 - 1999
- [c19]L. Rodney Long, George R. Thoma:
Segmentation and feature extraction of cervical spine x-ray images. Image Processing 1999 - [c18]L. Rodney Long, George R. Thoma:
Image query and indexing for digital x rays. Storage and Retrieval for Image and Video Databases (SPIE) 1999: 12-21 - 1998
- [j8]Yechiam Ostchega, L. Rodney Long, Gin-Hua Goh, Rosemarie Hirsch, Loralie D. Ma, William W. Scott, Wayne Johnson, George R. Thoma:
Establishing the level of digitization for wrist and hand radiographs for the third National Health and Nutrition Examination Survey. J. Digit. Imaging 11(3): 116-120 (1998) - [c15]L. Rodney Long, George R. Thoma, Gin-Hua Goh, Leif Neve:
Multimedia Biomedical Database Tools for Digital X-rays. CBMS 1998: 202-207 - [c14]L. Rodney Long, Stanley R. Pillemer, Reva C. Lawrence, Gin-Hua Goh, Leif Neve, George R. Thoma:
WebMIRS: Web-based Medical Information Retrieval System. Storage and Retrieval for Image and Video Databases (SPIE) 1998: 392-403 - 1997
- [j7]George R. Thoma, L. Rodney Long:
Compressing and Transmitting Visible Human Images. IEEE Multim. 4(2): 36-45 (1997) - [j6]L. Rodney Long, Gin-Hua Goh, George R. Thoma:
Online X-Ray Atlas as a Reference Tool. Int. J. Digit. Libr. 1(3): 220-230 (1997) - [c13]Steven Meadows, George R. Thoma, L. Rodney Long, Sunanda Mitra:
Entropy encoding of difference images from adjacent visible human digital color photographic slices for lossless compression. Image Processing 1997 - [c12]L. Rodney Long, Yechiam Ostchega, Gin-Hua Goh, George R. Thoma:
Distributed Data Collection for a Database of Radiological Image Interpretations. Storage and Retrieval for Image and Video Databases (SPIE) 1997: 228-237 - 1996
- [c11]L. Rodney Long, Michael J. Gill, George R. Thoma:
High Speed Satellite Access to Biomedical Text/Image Databases. ADL 1996: 35-44 - [c8]L. Rodney Long, Lewis E. Berman
Prototype Client/Server Application for Biomedical Text/Image Retrieval on the Internet. Storage and Retrieval for Image and Video Databases (SPIE) 1996: 362-372 - 1995
- [c6]L. Rodney Long, Lewis E. Berman
Client/Server Design for Fast Retrieval of Large Images on the Internet. CBMS 1995: 284-291 - 1994
- [c4]George R. Thoma, L. Rodney Long, Lewis E. Berman
Design Issues for a Digital x-Ray Archive Accessed over Internet. Storage and Retrieval for Image and Video Databases (SPIE) 1994: 129-138
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