Transmission of information: An overview. - George R. Thoma (J. Am. Soc. Inf. Sci., 1981)

A Prototype System for the Electronic Storage and Retrieval of Document Images. - George R. Thoma; S. Suthasinekul; F. L. Walker; J. Cookson; M. Rashidian (ACM Trans. Inf. Syst., 1985)

Networking AT-class computers for image distribution. - Susan E. Hauser; Marc I. Felsen; Michael J. Gill; George R. Thoma (IEEE J. Sel. Areas Commun., 1989)

Factors affecting the performance of a DOS-based WORM file server. - Susan E. Hauser; Christopher Rivera; George R. Thoma (MSS, 1991)

Automated portrait/landscape mode detection on a binary image. - Daniel X. Le; George R. Thoma (Visual Information Processing, 1993)

Document skew-angle detection algorithm. - Daniel X. Le; George R. Thoma (Visual Information Processing, 1993)

Design Issues for a Digital x-Ray Archive Accessed over Internet. - George R. Thoma; L. Rodney Long; Lewis E. Berman (Storage and Retrieval for Image and Video Databases (SPIE), 1994)

Automated page orientation and skew angle detection for binary document images. - Daniel X. Le; George R. Thoma; Harry Wechsler (Pattern Recognit., 1994)

Client/Server Design for Fast Retrieval of Large Images on the Internet. - L. Rodney Long; Lewis E. Berman; George R. Thoma (CBMS, 1995)

The Virtual Library. - George R. Thoma (CBMS, 1995)

Document image analysis using integrated image and neural processing. - Daniel X. Le; George R. Thoma; Harry Wechsler (ICDAR, 1995)

Classification of binary document images into textual or nontextual data blocks using neural network models. - Daniel X. Le; George R. Thoma; Harry Wechsler (Mach. Vis. Appl., 1995)

High Speed Satellite Access to Biomedical Text/Image Databases. - L. Rodney Long; Michael J. Gill; George R. Thoma (ADL, 1996)

Automated borders detection and adaptive segmentation for binary document images. - Daniel X. Le; George R. Thoma; Harry Wechsler (ICPR, 1996)

Prototype Client/Server Application for Biomedical Text/Image Retrieval on the Internet. - L. Rodney Long; Lewis E. Berman; George R. Thoma (Storage and Retrieval for Image and Video Databases (SPIE), 1996)

Virtual Digital Library. - George R. Thoma (Storage and Retrieval for Image and Video Databases (SPIE), 1996)

Entropy encoding of difference images from adjacent visible human digital color photographic slices for lossless compression. - Steven Meadows; George R. Thoma; L. Rodney Long; Sunanda Mitra (Image Processing, 1997)

Distributed Data Collection for a Database of Radiological Image Interpretations. - L. Rodney Long; Yechiam Ostchega; Gin-Hua Goh; George R. Thoma (Storage and Retrieval for Image and Video Databases (SPIE), 1997)

Compressing and Transmitting Visible Human Images. - George R. Thoma; L. Rodney Long (IEEE Multim., 1997)

Online X-Ray Atlas as a Reference Tool. - L. Rodney Long; Gin-Hua Goh; George R. Thoma (Int. J. Digit. Libr., 1997)

Lexicon Assistance Reduces Manual Verification of OCR Output. - Susan E. Hauser; Allen C. Browne; George R. Thoma; Alexa T. McCray (CBMS, 1998)

Multimedia Biomedical Database Tools for Digital X-rays. - L. Rodney Long; George R. Thoma; Gin-Hua Goh; Leif Neve (CBMS, 1998)

Automating Data Entry for Biomedical Databases. - George R. Thoma (CBMS, 1998)

WebMIRS: Web-based Medical Information Retrieval System. - L. Rodney Long; Stanley R. Pillemer; Reva C. Lawrence; Gin-Hua Goh; Leif Neve; George R. Thoma (Storage and Retrieval for Image and Video Databases (SPIE), 1998)

Establishing the level of digitization for wrist and hand radiographs for the third National Health and Nutrition Examination Survey. - Yechiam Ostchega; L. Rodney Long; Gin-Hua Goh; Rosemarie Hirsch; Loralie D. Ma; William W. Scott; Wayne Johnson; George R. Thoma (J. Digit. Imaging, 1998)

Automating Data Entry for an On-line Biomedical Database: A Document Image Analysis Application. - George R. Thoma (ICDAR, 1999)

Segmentation and feature extraction of cervical spine x-ray images. - L. Rodney Long; George R. Thoma (Image Processing, 1999)

Image query and indexing for digital x rays. - L. Rodney Long; George R. Thoma (Storage and Retrieval for Image and Video Databases (SPIE), 1999)

Use of Shape Models to Search Digitized Spine X-rays. - L. Rodney Long; George R. Thoma (CBMS, 2000)

Automated zone correction in bitmapped document images. - Susan E. Hauser; Daniel X. Le; George R. Thoma (Document Recognition and Retrieval, 2000)

Segmentation and image navigation in digitized spine x rays. - L. Rodney Long; George R. Thoma (Image Processing, 2000)

Indexing of image content in spine x rays. - L. Rodney Long; George R. Thoma (Storage and Retrieval for Media Databases, 2000)

Automated Medical Citation Records Creation for Web-Based On-Line Journals. - Daniel X. Le; Loc Q. Tran; Joseph Chow; Jongwoo Kim; Susan E. Hauser; Chan W. Moon; George R. Thoma (CBMS, 2001)

Computer Assisted Retrieval of Biomedical Image Features from Spine X-Rays: Progress and Prospects. - L. Rodney Long; George R. Thoma (CBMS, 2001)

Web Page Downloading and Classification. - Loc Q. Tran; Chan W. Moon; Daniel X. Le; George R. Thoma (CBMS, 2001)

Pattern matching techniques for correcting low-confidence OCR words in a known context. - Glenn Ford; Susan E. Hauser; Daniel X. Le; George R. Thoma (Document Recognition and Retrieval, 2001)

Automated labeling in document images. - Jongwoo Kim; Daniel X. Le; George R. Thoma (Document Recognition and Retrieval, 2001)

Identification and classification of spine vertebrae by automated methods. - L. Rodney Long; George R. Thoma (Image Processing, 2001)

Feature indexing in a database of digitized x rays. - L. Rodney Long; George R. Thoma (Storage and Retrieval for Media Databases, 2001)

Landmarking and feature localization in spine x-rays. - L. Rodney Long; George R. Thoma (J. Electronic Imaging, 2001)

A Software Tool for Editing and Executing Knowledge Component-based Clinical Guidelines. - Hemant Shah; George R. Thoma (AMIA, 2002)

Text Verification in an Automated System for the Extraction of Bibliographic Data. - George R. Thoma; Glenn Ford; Daniel X. Le; Zhirong Li (Document Analysis Systems, 2002)

Automated data entry system: performance issues. - George R. Thoma; Glenn Ford (Document Recognition and Retrieval, 2002)

A Biomedical Information System for Combined Content-Based Retrieval of Spine X-Ray Images, Associated Text Information. - Sameer K. Antani; L. Rodney Long; George R. Thoma (ICVGIP, 2002)

Identifying image structures for content-based retrieval of digitized spine x rays. - L. Rodney Long; Daniel M. Krainak; George R. Thoma (Image Processing, 2002)

A Prototype Content-Based Image Retrieval System for Spine X-Rays. - L. Rodney Long; Sameer K. Antani; George R. Thoma (CBMS, 2003)

Correcting OCR text by association with historical datasets. - Susan E. Hauser; Jonathan Schlaifer; Tehseen F. Sabir; Dina Demner-Fushman; Scott Straughan; George R. Thoma (DRR, 2003)

Automated labeling of bibliographic data extracted from biomedical online journals. - Jongwoo Kim; Daniel X. Le; George R. Thoma (DRR, 2003)

Vertebra shape classification using MLP for content-based image retrieval. - Sameer K. Antani; L. Rodney Long; George R. Thoma; Ronald Joe Stanley (IJCNN, 2003)

Evaluation of shape indexing methods for content-based retrieval of x-ray images. - Sameer K. Antani; L. Rodney Long; George R. Thoma; Dah-Jye Lee (Storage and Retrieval for Media Databases, 2003)

An Architecture for Streamlining the Implementation of Biomedical Text/Image Databases on the Web. - Mike Bopf; Tina Coleman; L. Rodney Long; Sameer K. Antani; George R. Thoma; Jose Jeronimo; Mark Schiffman (CBMS, 2004)

A Testbed System for Mobile Point-of-Care Information Delivery. - Susan E. Hauser; Dina Demner-Fushman; Glenn Ford; George R. Thoma (CBMS, 2004)

Image Analysis Techniques for the Automated Evaluation of Subaxial Subluxation in Cervical Spine X-ray Images. - Ronald Joe Stanley; Santhosh Seetharaman; L. Rodney Long; Sameer K. Antani; George R. Thoma; Edward Downey (CBMS, 2004)

A Dynamic Feature Generation System for Automated Metadata Extraction in Preservation of Digital Materials. - Song Mao; Jongwoo Kim; George R. Thoma (DIAL, 2004)

Style-independent document labeling: design and performance evaluation. - Song Mao; Jongwoo Kim; George R. Thoma (DRR, 2004)

Content-Based Image Retrieval for Large Biomedical Image Archives. - Sameer K. Antani; L. Rodney Long; George R. Thoma (MedInfo, 2004)

Organizing Literature Information for Clinical Decision Support. - Dina Demner-Fushman; Susan E. Hauser; Glenn Ford; George R. Thoma (MedInfo, 2004)

PubMed on Tap: Discovering Design Principles for Online Information Delivery to Handheld Computers. - Susan E. Hauser; Dina Demner-Fushman; Glenn Ford; George R. Thoma (MedInfo, 2004)

Partial shape matching for CBIR of spine x-ray images. - Sameer K. Antani; Xiaoqian Xu; L. Rodney Long; George R. Thoma (Storage and Retrieval Methods and Applications for Multimedia, 2004)

Evaluation of shape similarity measurement methods for spine X-ray images. - Sameer K. Antani; Dah-Jye Lee; L. Rodney Long; George R. Thoma (J. Vis. Commun. Image Represent., 2004)

The Role of Title, Metadata and Abstract in Identifying Clinically Relevant Journal Articles. - Dina Demner-Fushman; Susan E. Hauser; George R. Thoma (AMIA, 2005)

Unsupervised style classification of document page images. - Song Mao; Lan Nie; George R. Thoma (ICIP (2), 2005)

Applying vertebral boundary semantics to CBIR of digitized spine x-ray images. - Sameer K. Antani; L. Rodney Long; George R. Thoma (Storage and Retrieval Methods and Applications for Multimedia, 2005)

MEDLINE as a Source of Just-in-Time Answers to Clinical Questions. - Dina Demner-Fushman; Susan E. Hauser; Susanne M. Humphrey; Glenn Ford; Joshua L. Jacobs; George R. Thoma (AMIA, 2006)

Preliminary Comparison of Three Search Engines for Point of Care Access to MEDLINE® Citations. - Susan E. Hauser; Dina Demner-Fushman; Glenn Ford; Joshua L. Jacobs; George R. Thoma (AMIA, 2006)

Historical Author Affiliations Assist Verification of Automatically Generated MEDLINE® Citations. - Tehseen F. Sabir; Susan E. Hauser; George R. Thoma (AMIA, 2006)

Automatic Extraction of Bibliographic Information from Biomedical Online Journal Articles Using a String Matching Algorithm. - Jongwoo Kim; Daniel X. Le; George R. Thoma (CBMS, 2006)

Technology for Medical Education, Research, and Disease Screening by Exploitation of Biomarkers in a Large Collection of Uterine Cervix Images. - L. Rodney Long; Sameer K. Antani; Jose Jeronimo; Mark Schiffman; Mike Bopf; Leif Neve; Carl Cornwell; Scott R. Budihas; George R. Thoma (CBMS, 2006)

Automatic Medical Image Annotation and Retrieval Using SECC. - Jian Yao 003; Sameer K. Antani; L. Rodney Long; George R. Thoma; Zhongfei Zhang (CBMS, 2006)

Design of a Digital Library for Early 20th Century Medico-legal Documents. - George R. Thoma; Song Mao; Dharitri Misra; John Rees (ECDL, 2006)

Automatic Medical Image Annotation and Retrieval using SEMI-SECC. - Jian Yao 003; Zhongfei (Mark) Zhang; Sameer K. Antani; L. Rodney Long; George R. Thoma (ICME, 2006)

Logical Entity Recognition in Multi-Style Document Page Images. - Song Mao; Zheng Xu; Tardi Tjahjadi; George R. Thoma (ICPR (1), 2006)

Combining DOM tree and geometric layout analysis for online medical journal article segmentation. - Jie Zou; Daniel X. Le; George R. Thoma (JCDL, 2006)

Research Paper: Automatically Identifying Health Outcome Information in MEDLINE Records. - Dina Demner-Fushman; Barbara Few; Susan E. Hauser; George R. Thoma (J. Am. Medical Informatics Assoc., 2006)

Investigating CBIR Techniques for Cervicographic Images. - Zhiyun Xue; Sameer K. Antani; L. Rodney Long; Jose Jeronimo; George R. Thoma (AMIA, 2007)

Interfacing Global and Local CBIR Systems for Medical Image Retrieval. - Sameer K. Antani; Thomas Martin Deserno; L. Rodney Long; Mark Oliver Güld; Leif Neve; George R. Thoma (Bildverarbeitung für die Medizin, 2007)

Combining Static Classifiers and Class Syntax Models for Logical Entity Recognition in Scanned Historical Documents. - Song Mao; Praveer Mansukhani; George R. Thoma (CVPR, 2007)

Structure and content analysis for html medical articles: a hidden markov model approach. - Jie Zou; Daniel X. Le; George R. Thoma (ACM Symposium on Document Engineering, 2007)

Identification of comment-on sentences in online biomedical documents using support vector machines. - In-Cheol Kim; Daniel X. Le; George R. Thoma (DRR, 2007)

Online medical journal article layout analysis. - Jie Zou; Daniel X. Le; George R. Thoma (DRR, 2007)

Simultaneous Layout Style and Logical Entity Recognition in a Heterogeneous Collection of Documents. - Siyuan Chen; Song Mao; George R. Thoma (ICDAR, 2007)

Geographically Distributed Complementary Content-Based Image Retrieval Systems for Biomedical Image Informatics. - Sameer K. Antani; Thomas Martin Deserno; L. Rodney Long; George R. Thoma (MedInfo, 2007)

Comparative performance analysis of cervix ROI extraction and specular reflection removal algorithms for uterine cervix image analysis. - Zhiyun Xue; Sameer K. Antani; L. Rodney Long; Jose Jeronimo; George R. Thoma (Image Processing, 2007)

Research Paper: Using Wireless Handheld Computers to Seek Information at the Point of Care: An Evaluation by Clinicians. - Susan E. Hauser; Dina Demner-Fushman; Joshua L. Jacobs; Susanne M. Humphrey; Glenn Ford; George R. Thoma (J. Am. Medical Informatics Assoc., 2007)

A Prototype System to Support Evidence-based Practice. - Dina Demner-Fushman; Charlotte A. Seckman; Cheryl Fisher; Susan E. Hauser; Jennifer Clayton; George R. Thoma (AMIA, 2008)

Web Screening of US Nursing Homes by Location and Quality. - Glenn Pearson; Michael J. Gill; George R. Thoma (AMIA, 2008)

Bridging the Gap: Enabling CBIR in Medical Applications. - Sameer K. Antani; L. Rodney Long; George R. Thoma (CBMS, 2008)

Web-Based Multi-Observer Segmentation Evaluation Tool. - Yaoyao Zhu; Xiaolei Huang 001; Daniel P. Lopresti; L. Rodney Long; Sameer K. Antani; Zhiyun Xue; George R. Thoma (CBMS, 2008)

Naive Bayes Classifier for Extracting Bibliographic Information from Biomedical Online Articles. - Jongwoo Kim; Daniel X. Le; George R. Thoma (DMIN, 2008)

Exploring use of images in clinical articles for decision support in evidence-based medicine. - Sameer K. Antani; Dina Demner-Fushman; Jiang Li; Balaji Vasan Srinivasan; George R. Thoma (DRR, 2008)

Hybrid approach combining contextual and statistical information for identifying MEDLINE citation terms. - In-Cheol Kim; Daniel X. Le; George R. Thoma (DRR, 2008)

Extracting a sparsely located named entity from online HTML medical articles using support vector machine. - Jie Zou; Daniel X. Le; George R. Thoma (DRR, 2008)

Live Wire Segmentation Tool for Osteophyte Detection in Lumbar Spine X-Ray Images. - Santosh Seetharaman; Ronald Joe Stanley; Soumya De; Sameer K. Antani; L. Rodney Long; George R. Thoma (ICETET, 2008)

Cervicographic image retrieval by spatial similarity of lesions. - Zhiyun Xue; L. Rodney Long; Sameer K. Antani; George R. Thoma; Jose Jeronimo (ICPR, 2008)

Size-invariant descriptors for detecting regions of abnormal growth in cervical vertebrae. - Ronald Joe Stanley; Sameer K. Antani; L. Rodney Long; George R. Thoma; Kapil Gupta 003; Mohammed Das (Comput. Medical Imaging Graph., 2008)

Automatic medical image annotation and retrieval. - Jian Yao 003; Zhongfei (Mark) Zhang; Sameer K. Antani; L. Rodney Long; George R. Thoma (Neurocomputing, 2008)

Comparative study of spine vertebra shape retrieval using learning-based feature selection. - Haiying Guan; Sameer K. Antani; L. Rodney Long; George R. Thoma (CBMS, 2009)

Inferring grant support types from online biomedical articles. - Jongwoo Kim; Daniel X. Le; George R. Thoma (CBMS, 2009)

A medical image retrieval framework in correlation enhanced visual concept feature space. - Md. Mahmudur Rahman; Sameer K. Antani; George R. Thoma (CBMS, 2009)

A system for searching uterine cervix images by visual attributes. - Zhiyun Xue; Sameer K. Antani; L. Rodney Long; George R. Thoma (CBMS, 2009)

Text- and Content-based Approaches to Image Retrieval for the ImageCLEF 2009 Medical Retrieval Track. - Matthew S. Simpson; Md. Mahmudur Rahman; Dina Demner-Fushman; Sameer K. Antani; George R. Thoma (CLEF (Working Notes), 2009)

Figure content analysis for improved biomedical article retrieval. - Daekeun You; Emilia Apostolova; Sameer K. Antani; Dina Demner-Fushman; George R. Thoma (DRR, 2009)

A semi-supervised learning method to classify grant-support zone in web-based medical articles. - Xiaoli Zhang; Jie Zou; Daniel X. Le; George R. Thoma (DRR, 2009)

Locating and parsing references in HTML medical articles. - Jie Zou; Daniel X. Le; George R. Thoma (DRR, 2009)

Using Non-Lexical Features to Identify Effective Indexing Terms for Biomedical Illustrations. - Matthew S. Simpson; Dina Demner-Fushman; Charles Sneiderman; Sameer K. Antani; George R. Thoma (EACL, 2009)

Bridging the Semantic Gap Using Ranking Svm for Image Retrieval. - Haiying Guan; Sameer K. Antani; L. Rodney Long; George R. Thoma (ISBI, 2009)

A Classifier Ensemble Based on Performance Level Estimation. - Wei Wang 057; Yaoyao Zhu; Xiaolei Huang 001; Daniel P. Lopresti; Zhiyun Xue; L. Rodney Long; Sameer K. Antani; George R. Thoma (ISBI, 2009)

Multi-modal Query Expansion Based on Local Analysis for Medical Image Retrieval. - Md. Mahmudur Rahman; Sameer K. Antani; L. Rodney Long; Dina Demner-Fushman; George R. Thoma (MCBR-CDS, 2009)

Segmentation of mosaicism in cervicographic images using support vector machines. - Zhiyun Xue; L. Rodney Long; Sameer K. Antani; Jose Jeronimo; George R. Thoma (Image Processing, 2009)

Content-Based Image Retrieval in Medicine: Retrospective Assessment, State of the Art, and Future Directions. - L. Rodney Long; Sameer K. Antani; Thomas Martin Deserno; George R. Thoma (Int. J. Heal. Inf. Syst. Informatics, 2009)

Annotation and retrieval of clinically relevant images. - Dina Demner-Fushman; Sameer K. Antani; Matthew S. Simpson; George R. Thoma (Int. J. Medical Informatics, 2009)

SPIRS: A Web-based image retrieval system for large biomedical databases. - William Hsu; Sameer K. Antani; L. Rodney Long; Leif Neve; George R. Thoma (Int. J. Medical Informatics, 2009)

Balancing the Role of Priors in Multi-Observer Segmentation Evaluation. - Yaoyao Zhu; Xiaolei Huang 001; Wei Wang 057; Daniel P. Lopresti; L. Rodney Long; Sameer K. Antani; Zhiyun Xue; George R. Thoma (J. Signal Process. Syst., 2009)

Comparative study of shape retrieval using feature fusion approaches. - Haiying Guan; Sameer K. Antani; L. Rodney Long; George R. Thoma (CBMS, 2010)

"Bag of keypoints"-based biomedical image search with affine covariant region detection and correlation-enhanced similarity matching. - Md. Mahmudur Rahman; Sameer K. Antani; George R. Thoma (CBMS, 2010)

Automatic extraction of mosaic patterns in uterine cervix images. - Zhiyun Xue; L. Rodney Long; Sameer K. Antani; George R. Thoma (CBMS, 2010)

Text- and Content-based Approaches to Image Modality Detection and Retrieval for the ImageCLEF 2010 Medical Retrieval Track. - Matthew S. Simpson; Md. Mahmudur Rahman; Sachin Singhal; Dina Demner-Fushman; Sameer K. Antani; George R. Thoma (CLEF (Notebook Papers/LABs/Workshops), 2010)

Local concept-based medical image retrieval with correlation-enhanced similarity matching based on global analysis. - Md. Mahmudur Rahman; Sameer K. Antani; George R. Thoma (CVPR Workshops, 2010)

Investigator name recognition from medical journal articles: a comparative study of SVM and structural SVM. - Xiaoli Zhang; Jie Zou; Daniel X. Le; George R. Thoma (Document Analysis Systems, 2010)

Efficient automatic OCR word validation using word partial format derivation and language model. - Siyuan Chen; Dharitri Misra; George R. Thoma (DRR, 2010)

Naïve Bayes and SVM classifiers for classifying databank accession number sentences from online biomedical articles. - Jongwoo Kim; Daniel X. Le; George R. Thoma (DRR, 2010)

Biomedical article retrieval using multimodal features and image annotations in region-based CBIR. - Daekeun You; Sameer K. Antani; Dina Demner-Fushman; Md. Mahmudur Rahman; Venu Govindaraju; George R. Thoma (DRR, 2010)

A stacked sequential learning method for investigator name recognition from web-based medical articles. - Xiaoli Zhang; Jie Zou; Daniel X. Le; George R. Thoma (DRR, 2010)

Local and global Gaussian mixture models for hematoxylin and eosin stained histology image segmentation. - Lei He; L. Rodney Long; Sameer K. Antani; George R. Thoma (HIS, 2010)

An online segmentation tool for cervicographic image analysis. - Zhiyun Xue; Sameer K. Antani; L. Rodney Long; George R. Thoma (IHI, 2010)

Biomedical Image Retrieval in a Fuzzy Feature Space with Affine Region Detection and Vector Quantization of a Scale-Invariant Descriptor. - Md. Mahmudur Rahman; Sameer K. Antani; George R. Thoma (ISVC (3), 2010)

A classification-driven similarity matching framework for retrieval of biomedical images. - Md. Mahmudur Rahman; Sameer K. Antani; George R. Thoma (Multimedia Information Retrieval, 2010)

A unified set of analysis tools for uterine cervix image segmentation. - Zhiyun Xue; L. Rodney Long; Sameer K. Antani; Leif Neve; Yaoyao Zhu; George R. Thoma (Comput. Medical Imaging Graph., 2010)

Locating and parsing bibliographic references in HTML medical articles. - Jie Zou; Daniel X. Le; George R. Thoma (Int. J. Document Anal. Recognit., 2010)

Interactive publication: The document as a research tool. - George R. Thoma; Glenn Ford; Sameer K. Antani; Dina Demner-Fushman; Michael Chung; Matthew S. Simpson (J. Web Semant., 2010)

Review of medical image retrieval systems and future directions. - Payel Ghosh; Sameer K. Antani; L. Rodney Long; George R. Thoma (CBMS, 2011)

Biomedical CBIR using "bag of keypoints" in a modified inverted index. - Md. Mahmudur Rahman; Sameer K. Antani; George R. Thoma (CBMS, 2011)

Spine X-ray image retrieval using partial vertebral boundaries. - Zhiyun Xue; L. Rodney Long; Sameer K. Antani; George R. Thoma (CBMS, 2011)

Text and Content-based Approaches to Image Modality Classification and Retrieval for the ImageCLEF 2011 Medical Retrieval Track. - Matthew S. Simpson; Md. Mahmudur Rahman; Srinivas Phadnis; Emilia Apostolova; Dina Demner-Fushman; Sameer K. Antani; George R. Thoma (CLEF (Notebook Papers/Labs/Workshop), 2011)

Automatic segmentation of subfigure image panels for multimodal biomedical document retrieval. - Beibei Cheng; Sameer K. Antani; Ronald Joe Stanley; George R. Thoma (DRR, 2011)

Automated identification of biomedical article type using support Vector machines. - In-Cheol Kim; Daniel X. Le; George R. Thoma (DRR, 2011)

Automatic identification of ROI in figure images toward improving hybrid (text and image) biomedical document retrieval. - Daekeun You; Sameer K. Antani; Dina Demner-Fushman; Md. Mahmudur Rahman; Venu Govindaraju; George R. Thoma (DRR, 2011)

Segmenting anatomy in chest x-rays for tuberculosis screening. - Alexandros Karargyris; Sameer K. Antani; George R. Thoma (EMBC, 2011)

Unsupervised Grow-Cut: Cellular Automata-Based Medical Image Segmentation. - Payel Ghosh; Sameer K. Antani; L. Rodney Long; George R. Thoma (HISB, 2011)

Multiphase Level Set Model with Local K-means Energy for Histology Image Segmentation. - Lei He; L. Rodney Long; Sameer K. Antani; George R. Thoma (HISB, 2011)

Detecting Figure-Panel Labels in Medical Journal Articles Using MRF. - Daekeun You; Sameer K. Antani; Dina Demner-Fushman; Venu Govindaraju; George R. Thoma (ICDAR, 2011)

A biomedical image retrieval framework based on classification-driven image filtering and similarity fusion. - Md. Mahmudur Rahman; Sameer K. Antani; George R. Thoma (ISBI, 2011)

Pathology-based vertebral image retrieval. - Zhiyun Xue; L. Rodney Long; Sameer K. Antani; George R. Thoma (ISBI, 2011)

Distribution fitting-based pixel labeling for histology image segmentation. - Lei He; L. Rodney Long; Sameer K. Antani; George R. Thoma (Computer-Aided Diagnosis, 2011)

Biomedical Image Retrieval Using Multimodal Context and Concept Feature Spaces. - Md. Mahmudur Rahman; Sameer K. Antani; Dina Demner-Fushman; George R. Thoma (MCBR-CDS, 2011)

A structural SVM approach for reference parsing. - Xiaoli Zhang; Jie Zou; Daniel X. Le; George R. Thoma (BMC Bioinform., 2011)

An image feature-based approach to automatically find images for application to clinical decision support. - Ronald Joe Stanley; Soumya De; Dina Demner-Fushman; Sameer K. Antani; George R. Thoma (Comput. Medical Imaging Graph., 2011)

Automatic Detection of Arrow Annotation Overlays in Biomedical Images. - Beibei Cheng; Ronald Joe Stanley; Soumya De; Sameer K. Antani; George R. Thoma (Int. J. Heal. Inf. Syst. Informatics, 2011)

A query expansion framework in image retrieval domain based on local and global analysis. - Md. Mahmudur Rahman; Sameer K. Antani; George R. Thoma (Inf. Process. Manag., 2011)

A Learning-Based Similarity Fusion and Filtering Approach for Biomedical Image Retrieval Using SVM Classification and Relevance Feedback. - Md. Mahmudur Rahman; Sameer K. Antani; George R. Thoma (IEEE Trans. Inf. Technol. Biomed., 2011)

Towards the Creation of a Visual Ontology of Biomedical Imaging Entities. - Matthew S. Simpson; Daekeun You; Md. Mahmudur Rahman; Sameer K. Antani; George R. Thoma; Dina Demner-Fushman (AMIA, 2012)

Window Classification of Brain CT Images in Biomedical Articles. - Zhiyun Xue; Sameer K. Antani; L. Rodney Long; Dina Demner-Fushman; George R. Thoma (AMIA, 2012)

ITI's Participation in the ImageCLEF 2012 Medical Retrieval and Classification Tasks. - Matthew S. Simpson; Daekeun You; Md. Mahmudur Rahman; Dina Demner-Fushman; Sameer K. Antani; George R. Thoma (CLEF (Online Working Notes/Labs/Workshop), 2012)

Graphical image classification combining an evolutionary algorithm and binary particle swarm optimization. - Beibei Cheng; Renzhong Wang; Sameer K. Antani; Ronald Joe Stanley; George R. Thoma (DRR, 2012)

Combining SVM classifiers to identify investigator name zones in biomedical articles. - Jongwoo Kim; Daniel X. Le; George R. Thoma (DRR, 2012)

Detecting tuberculosis in radiographs using combined lung masks. - Stefan Jaeger 001; Alexandros Karargyris; Sameer K. Antani; George R. Thoma (EMBC, 2012)

The role of location for family reunification during disasters. - Glenn Pearson; Michael J. Gill; Sameer K. Antani; Leif Neve; Gregory Miernicki; Krittach Phichaphop; Ajay Kanduru; Stefan Jaeger 001; George R. Thoma (HealthGIS, 2012)

An Interactive Image Retrieval Framework for Biomedical Articles Based on Visual Region-of- Interest (ROI) Identification and Classification. - Md. Mahmudur Rahman; Daekeun You; Matthew S. Simpson; Sameer K. Antani; Dina Demner-Fushman; George R. Thoma (HISB, 2012)

Digital preservation and knowledge discovery based on documents from an international health science program. - Dharitri Misra; Robert H. Hall; Susan M. Payne; George R. Thoma (JCDL, 2012)

Unsupervised segmentation of lungs from chest radiographs. - Payel Ghosh; Sameer K. Antani; L. Rodney Long; George R. Thoma (Computer-Aided Diagnosis, 2012)

Histology image analysis for carcinoma detection and grading. - Lei He; L. Rodney Long; Sameer K. Antani; George R. Thoma (Comput. Methods Programs Biomed., 2012)

People Locator: A System for Family Reunification. - George R. Thoma; Sameer K. Antani; Michael J. Gill; Glenn Pearson; Leif Neve (IT Prof., 2012)

Design and Development of a Multimodal Biomedical Information Retrieval System. - Dina Demner-Fushman; Sameer K. Antani; Matthew S. Simpson; George R. Thoma (J. Comput. Sci. Eng., 2012)

ITI's Participation in the 2013 Medical Track of ImageCLEF. - Matthew S. Simpson; Daekeun You; Md. Mahmudur Rahman; Dina Demner-Fushman; Sameer K. Antani; George R. Thoma (CLEF (Working Notes), 2013)

Annotating image ROIs with text descriptions for multimodal biomedical document retrieval. - Daekeun You; Matthew S. Simpson; Sameer K. Antani; Dina Demner-Fushman; George R. Thoma (DRR, 2013)

A robust pointer segmentation in biomedical images toward building a visual ontology for biomedical article retrieval. - Daekeun You; Matthew S. Simpson; Sameer K. Antani; Dina Demner-Fushman; George R. Thoma (DRR, 2013)

Combining discriminative SVM models for the improved recognition of investigator names in medical articles. - Xiaoli Zhang; Jie Zou; Daniel X. Le; George R. Thoma (DRR, 2013)

Graphical Figure Classification Using Data Fusion for Integrating Text and Image Features. - Beibei Cheng; Ronald Joe Stanley; Sameer K. Antani; George R. Thoma (ICDAR, 2013)

Identification of Investigator Name Zones Using SVM Classifiers and Heuristic Rules. - Jongwoo Kim; Daniel X. Le; George R. Thoma (ICDAR, 2013)

Face Matching for Post-Disaster Family Reunification. - Eugene Borovikov; Szilárd Vajda; Girish Lingappa; Sameer K. Antani; George R. Thoma (ICHI, 2013)

Classification of CT Figures in Biomedical Articles Based on Body Segments. - Zhiyun Xue; Sameer K. Antani; L. Rodney Long; Dina Demner-Fushman; George R. Thoma (ICHI, 2013)

Continual Development of a Personalized Decision Support System. - Dina Demner-Fushman; Charlotte A. Seckman; Cheryl Fisher; George R. Thoma (MedInfo, 2013)

Integrating shape into an interactive segmentation framework. - Sridharan Kamalakannan; Benjamin Bryant; Hamed Sari-Sarraf; L. Rodney Long; Sameer K. Antani; George R. Thoma (Computer-Aided Diagnosis, 2013)

Customized hybrid level sets for automatic lung segmentation in chest x-ray images. - Sridharan Kamalakannan; Sameer K. Antani; L. Rodney Long; George R. Thoma (Image Processing, 2013)

A fusion-based approach for uterine cervical cancer histology image classification. - Soumya De; Ronald Joe Stanley; Cheng Lu 001; L. Rodney Long; Sameer K. Antani; George R. Thoma; Rosemary Zuna (Comput. Medical Imaging Graph., 2013)

Multimodal biomedical image retrieval using hierarchical classification and modality fusion. - Md. Mahmudur Rahman; Daekeun You; Matthew S. Simpson; Sameer K. Antani; Dina Demner-Fushman; George R. Thoma (Int. J. Multim. Inf. Retr., 2013)

Image retrieval from scientific publications: Text and image content processing to separate multipanel figures. - Emilia Apostolova; Daekeun You; Zhiyun Xue; Sameer K. Antani; Dina Demner-Fushman; George R. Thoma (J. Assoc. Inf. Sci. Technol., 2013)

Biomedical image segmentation for semantic visual feature extraction. - Daekeun You; Sameer K. Antani; Dina Demner-Fushman; George R. Thoma (BIBM, 2014)

Rotation Detection in Chest Radiographs Based on Generalized Line Histogram of Rib-Orientations. - KC Santosh; Sema Candemir; Stefan Jäger 001; Les R. Folio; Alexandros Karargyris; Sameer K. Antani; George R. Thoma (CBMS, 2014)

Body Segment Classification for Visible Human Cross Section Slices. - Zhiyun Xue; Sameer K. Antani; L. Rodney Long; Dina Demner-Fushman; George R. Thoma (CBMS, 2014)

Does Figure-Text Improve Biomedical Article Retrieval? A Pilot Study. - Daekeun You; Sameer K. Antani; Dina Demner-Fushman; George R. Thoma (CBMS, 2014)

An MRF Model for Biomedical Image Segmentation. - Daekeun You; Sameer K. Antani; Dina Demner-Fushman; George R. Thoma (CBMS, 2014)

Label the many with a few: Semi-automatic medical image modality discovery in a large image collection. - Szilárd Vajda; Daekeun You; Sameer K. Antani; George R. Thoma (CICARE, 2014)

Extraction and labeling high-resolution images from PDF documents. - Suchet K. Chachra; Zhiyun Xue; Sameer K. Antani; Dina Demner-Fushman; George R. Thoma (DRR, 2014)

A contour-based shape descriptor for biomedical image classification and retrieval. - Daekeun You; Sameer K. Antani; Dina Demner-Fushman; George R. Thoma (DRR, 2014)

Scalable Arrow Detection in Biomedical Images. - KC Santosh; Laurent Wendling; Sameer K. Antani; George R. Thoma (ICPR, 2014)

Automated method for extracting "citation sentences" from online biomedical articles using SVM-based text summarization technique. - In-Cheol Kim; Daniel X. Le; George R. Thoma (SMC, 2014)

Automated Text Detection and Recognition in Annotated Biomedical Publication Images. - Soumya De; Ronald Joe Stanley; Beibei Cheng; Sameer K. Antani; L. Rodney Long; George R. Thoma (Int. J. Heal. Inf. Syst. Informatics, 2014)

Interactive cross and multimodal biomedical image retrieval based on automatic region-of-interest (ROI) identification and classification. - Md. Mahmudur Rahman; Daekeun You; Matthew S. Simpson; Sameer K. Antani; Dina Demner-Fushman; George R. Thoma (Int. J. Multim. Inf. Retr., 2014)

Multimodal biomedical image indexing and retrieval using descriptive text and global feature mapping. - Matthew S. Simpson; Dina Demner-Fushman; Sameer K. Antani; George R. Thoma (Inf. Retr., 2014)

Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration. - Sema Candemir; Stefan Jaeger 001; Kannappan Palaniappan; Jonathan P. Musco; Rahul K. Singh; Zhiyun Xue; Alexandros Karargyris; Sameer K. Antani; George R. Thoma; Clement J. McDonald (IEEE Trans. Medical Imaging, 2014)

Automatic Tuberculosis Screening Using Chest Radiographs. - Stefan Jaeger 001; Alexandros Karargyris; Sema Candemir; Les R. Folio; Jenifer Siegelman; Fiona M. Callaghan; Zhiyun Xue; Kannappan Palaniappan; Rahul K. Singh; Sameer K. Antani; George R. Thoma; Yi-Xiang J. Wang; et al. (IEEE Trans. Medical Imaging, 2014)

Foreign object detection in chest X-rays. - Zhiyun Xue; Sema Candemir; Sameer K. Antani; L. Rodney Long; Stefan Jaeger 001; Dina Demner-Fushman; George R. Thoma (BIBM, 2015)

Stitched Multipanel Biomedical Figure Separation. - KC Santosh; Sameer K. Antani; George R. Thoma (CBMS, 2015)

Automatic Pulmonary Abnormality Screening Using Thoracic Edge Map. - KC Santosh; Szilárd Vajda; Sameer K. Antani; George R. Thoma (CBMS, 2015)

Chest X-ray Image View Classification. - Zhiyun Xue; Daekeun You; Sema Candemir; Stefan Jaeger 001; Sameer K. Antani; L. Rodney Long; George R. Thoma (CBMS, 2015)

Automated classification of author's sentiments in citation using machine learning techniques: A preliminary study. - In-Cheol Kim; George R. Thoma (CIBCB, 2015)

NLM at imageCLEF2015: Biomedical Multipanel Figure Separation. - KC Santosh; Zhiyun Xue; Sameer K. Antani; George R. Thoma (CLEF (Working Notes), 2015)

National Library of Medicine (NLM) at ImageCLEF2015: Medical Clustering Task. - Szilárd Vajda; Sameer K. Antani; George R. Thoma (CLEF (Working Notes), 2015)

Annotation of Chest Radiology Reports for Indexing and Retrieval. - Dina Demner-Fushman; Sonya E. Shooshan; Laritza Rodriguez; Sameer K. Antani; George R. Thoma (MRDM@ECIR, 2015)

Literature-based biomedical image classification and retrieval. - Matthew S. Simpson; Daekeun You; Md. Mahmudur Rahman; Zhiyun Xue; Dina Demner-Fushman; Sameer K. Antani; George R. Thoma (Comput. Medical Imaging Graph., 2015)

Large image modality labeling initiative using semi-supervised and optimized clustering. - Szilárd Vajda; Daekeun You; Sameer K. Antani; George R. Thoma (Int. J. Multim. Inf. Retr., 2015)

Automatically Detecting Rotation in Chest Radiographs Using Principal Rib-Orientation Measure for Quality Control. - KC Santosh; Sema Candemir; Stefan Jäger 001; Alexandros Karargyris; Sameer K. Antani; George R. Thoma; Les R. Folio (Int. J. Pattern Recognit. Artif. Intell., 2015)

RSILC: Rotation- and Scale-Invariant, Line-based Color-aware descriptor. - Sema Candemir; Eugene Borovikov; KC Santosh; Sameer K. Antani; George R. Thoma (Image Vis. Comput., 2015)

CNN-based image analysis for malaria diagnosis. - Zhaohui Liang; Andrew Powell 001; Ilker Ersoy; Mahdieh Poostchi; Kamolrat Silamut; Kannappan Palaniappan; Peng Guo; Md Amir Hossain; Sameer K. Antani; Richard James Maude; Jimmy Xiangji Huang; Stefan Jaeger 001; et al. (BIBM, 2016)

Visualization of Statistics from MEDLINE®. - Jongwoo Kim; Paul LoBuglio; George R. Thoma (CBMS, 2016)

Modality Classification for Searching Figures in Biomedical Literature. - Zhiyun Xue; Md. Mahmudur Rahman; Sameer K. Antani; L. Rodney Long; Dina Demner-Fushman; George R. Thoma (CBMS, 2016)

Arrowhead detection in biomedical images. - KC Santosh; Naved Alam; Partha Pratim Roy 001; Laurent Wendling; Sameer K. Antani; George R. Thoma (Document Recognition and Retrieval, 2016)

Automatic heart localization and radiographic index computation in chest x-rays. - Sema Candemir; Stefan Jaeger 001; Wilson Lin; Zhiyun Xue; Sameer K. Antani; George R. Thoma (Computer-Aided Diagnosis, 2016)

Image similarity ranking of focal computed tomography liver lesions using a 2AFC technique. - Jessica Faruque; Sameer K. Antani; L. Rodney Long; Lauren Kim; George R. Thoma (Image Perception, Observer Performance, and Technology Assessment, 2016)

Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays. - Alexandros Karargyris; Jenifer Siegelman; Dimitris Tzortzis; Stefan Jaeger 001; Sema Candemir; Zhiyun Xue; KC Santosh; Szilárd Vajda; Sameer K. Antani; Les R. Folio; George R. Thoma (Int. J. Comput. Assist. Radiol. Surg., 2016)

Edge map analysis in chest X-rays for automatic pulmonary abnormality screening. - KC Santosh; Szilárd Vajda; Sameer K. Antani; George R. Thoma (Int. J. Comput. Assist. Radiol. Surg., 2016)

Atlas-based rib-bone detection in chest X-rays. - Sema Candemir; Stefan Jaeger 001; Sameer K. Antani; Ulas Bagci; Les R. Folio; Ziyue Xu 001; George R. Thoma (Comput. Medical Imaging Graph., 2016)

Overlaid Arrow Detection for Labeling Regions of Interest in Biomedical Images. - KC Santosh; Laurent Wendling; Sameer K. Antani; George R. Thoma (IEEE Intell. Syst., 2016)

A Simple and Efficient Arrowhead Detection Technique in Biomedical Images. - KC Santosh; Naved Alam; Partha Pratim Roy 001; Laurent Wendling; Sameer K. Antani; George R. Thoma (Int. J. Pattern Recognit. Artif. Intell., 2016)

Preparing a collection of radiology examinations for distribution and retrieval. - Dina Demner-Fushman; Marc D. Kohli; Marc B. Rosenman; Sonya E. Shooshan; Laritza Rodriguez; Sameer K. Antani; George R. Thoma; Clement J. McDonald (J. Am. Medical Informatics Assoc., 2016)

Nuclei-Based Features for Uterine Cervical Cancer Histology Image Analysis With Fusion-Based Classification. - Peng Guo; Koyel Banerjee; Ronald Joe Stanley; L. Rodney Long; Sameer K. Antani; George R. Thoma; Rosemary Zuna; Shelliane R. Frazier; Randy H. Moss; William V. Stoecker (IEEE J. Biomed. Health Informatics, 2016)

Detecting and Segmenting White Blood Cells in Microscopy Images of Thin Blood Smears. - Golnaz Moallem; Mahdieh Poostchi; Hang Yu; Kamolrat Silamut; Nila Palaniappan; Sameer K. Antani; Md Amir Hossain; Richard James Maude; Stefan Jaeger 001; George R. Thoma (AIPR, 2017)

Novel Method for Storyboarding Biomedical Videos for Medical Informatics. - Sema Candemir; Sameer K. Antani; Zhiyun Xue; George R. Thoma (CBMS, 2017)

Localizing and Recognizing Labels for Multi-Panel Figures in Biomedical Journals. - Jie Zou; Sameer K. Antani; George R. Thoma (ICDAR, 2017)

Nuclei Segmentation using a Level Set Active Contour Method and Spatial Fuzzy C-means Clustering. - Ravali Edulapuram; Ronald Joe Stanley; L. Rodney Long; Sameer K. Antani; George R. Thoma; Rosemary Zuna; William V. Stoecker; Jason R. Hagerty (VISIGRAPP (4: VISAPP), 2017)

Line Segment-Based Stitched Multipanel Figure Separation for Effective Biomedical CBIR. - KC Santosh; Aafaque Aafaque; Sameer K. Antani; George R. Thoma (Int. J. Pattern Recognit. Artif. Intell., 2017)

Region of Interest Detection in Fundus Images Using Deep Learning and Blood Vessel Information. - Jongwoo Kim; Sema Candemir; Emily Y. Chew; George R. Thoma (CBMS, 2018)

Gender Detection from Spine X-Ray Images Using Deep Learning. - Zhiyun Xue; Sivaramakrishnan Rajaraman; L. Rodney Long; Sameer K. Antani; George R. Thoma (CBMS, 2018)

Main Content Detection in HTML Journal Articles. - Alastair R. Rae; Jongwoo Kim; Daniel X. Le; George R. Thoma (DocEng, 2018)

A novel stacked generalization of models for improved TB detection in chest radiographs. - Sivaramakrishnan Rajaraman; Sema Candemir; Zhiyun Xue; Philip O. Alderson; Marc D. Kohli; Joseph Abuya; George R. Thoma; Sameer K. Antani (EMBC, 2018)

Extraction of Aortic Knuckle Contour in Chest Radiographs Using Deep Learning. - Zhiyun Xue; L. Rodney Long; Stefan Jaeger 001; Les R. Folio; George R. Thoma; Sameer K. Antani (EMBC, 2018)

Comparing deep learning models for population screening using chest radiography. - Sivaramakrishnan Rajaraman; Sameer K. Antani; Sema Candemir; Zhiyun Xue; Joseph Abuya; Marc D. Kohli; Philip O. Alderson; George R. Thoma (Computer-Aided Diagnosis, 2018)

Multimodal Recurrent Model with Attention for Automated Radiology Report Generation. - Yuan Xue 002; Tao Xu; L. Rodney Long; Zhiyun Xue; Sameer K. Antani; George R. Thoma; Xiaolei Huang 001 (MICCAI (1), 2018)

Detecting and segmenting overlapping red blood cells in microscopic images of thin blood smears. - Golnaz Moallem; Hamed Sari-Sarraf; Mahdieh Poostchi; Richard James Maude; Kamolrat Silamut; Md Amir Hossain; Sameer K. Antani; Stefan Jaeger 001; George R. Thoma (Digital Pathology, 2018)

Automated Identification of Potential Conflict-of-Interest in Biomedical Articles Using Hybrid Deep Neural Network. - In-Cheol Kim; George R. Thoma (MLDM (1), 2018)

Detecting drug-resistant tuberculosis in chest radiographs. - Stefan Jäger 001; Octavio H. Juarez-Espinosa; Sema Candemir; Mahdieh Poostchi; Feng Yang 010; Lewis Kim; Meng Ding; Les R. Folio; Sameer K. Antani; Andrei E. Gabrielian; Darrell E. Hurt; Alex Rosenthal; et al. (Int. J. Comput. Assist. Radiol. Surg., 2018)

Neural networks versus Logistic regression for 30 days all-cause readmission prediction. - Ahmed Allam; Mate Levente Nagy; George R. Thoma; Michael Krauthammer (CoRR, 2018)

Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs. - Szilárd Vajda; Alexandros Karargyris; Stefan Jäger 001; KC Santosh; Sema Candemir; Zhiyun Xue; Sameer K. Antani; George R. Thoma (J. Medical Syst., 2018)

Visualizing and explaining deep learning predictions for pneumonia detection in pediatric chest radiographs. - Sivaramakrishnan Rajaraman; Sema Candemir; George R. Thoma; Sameer K. Antani (Computer-Aided Diagnosis, 2019)

A Hybrid Deep Learning and Handcrafted Feature Approach for Cervical Cancer Digital Histology Image Classification. - Haidar A. Almubarak; Ronald Joe Stanley; Peng Guo; L. Rodney Long; Sameer K. Antani; George R. Thoma; Rosemary Zuna; Shelliane R. Frazier; William V. Stoecker (Int. J. Heal. Inf. Syst. Informatics, 2019)

Unified deep neural network for segmentation and labeling of multipanel biomedical figures. - Jie Zou; George R. Thoma; Sameer K. Antani (J. Assoc. Inf. Sci. Technol., 2020)