VADIS: A Video Analysis, Display and Indexing System. - Ullas Gargi; Sameer K. Antani; Rangachar Kasturi (CVPR, 1998)

Performance Characterization and Comparison of Video Indexing Algorithms. - Ullas Gargi; Rangachar Kasturi; Sameer K. Antani (CVPR, 1998)

Indexing text events in digital video databases. - Ullas Gargi; Sameer K. Antani; Rangachar Kasturi (ICPR, 1998)

Pattern Recognition Methods in Image and Video Databases: Past, Present and Future. - Sameer K. Antani; Rangachar Kasturi; Ramesh C. Jain (SSPR/SPR, 1998)

Gujarati Character Recognition. - Sameer K. Antani; Lalitha Agnihotri (ICDAR, 1999)

A System for Automatic Text Detection in Video. - Ullas Gargi; David J. Crandall; Sameer K. Antani; Tarak Gandhi; Ryan Keener; Rangachar Kasturi (ICDAR, 1999)

Robust Extraction of Text in Video. - Sameer K. Antani; David J. Crandall; Rangachar Kasturi (ICPR, 2000)

Application of Planar Motion Segmentation for Scene Text Extraction. - Tarak Gandhi; Rangachar Kasturi; Sameer K. Antani (ICPR, 2000)

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)

A survey on the use of pattern recognition methods for abstraction, indexing and retrieval of images and video. - Sameer K. Antani; Rangachar Kasturi; Ramesh C. Jain (Pattern Recognit., 2002)

An Imaging System Correlating Lip Shapes with Tongue Contact Patterns for Speech Pathology Research. - Dah-Jye Lee; Daniel Bates; Christopher Dromey; Xiaoqian Xu; Sameer K. Antani (CBMS, 2003)

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

Localizing Contour Points for Indexing an X-Ray Image Retrieval System. - Xiaoqian Xu; Dah-Jye Lee; Sameer K. Antani; L. Rodney Long (CBMS, 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)

Similarity measurement using polygon curve representation and Fourier descriptors for shape-based vertebral image retrieval. - Dah-Jye Lee; Sameer K. Antani; L. Rodney Long (Image Processing, 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)

Extraction of special effects caption text events from digital video. - David J. Crandall; Sameer K. Antani; Rangachar Kasturi (Int. J. Document Anal. Recognit., 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 Tool for Collection of Region Based Data from Uterine Cervix Images for Correlation of Visual and Clinical Variables Related to Cervical Neoplasia. - Jose Jeronimo; Mark Schiffman; L. Rodney Long; Leif Neve; Sameer K. Antani (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)

Partial Shape Matching of Spine X-Ray Shapes Using Dynamic Programming. - Xiaoqian Xu; Dah-Jye Lee; Sameer K. Antani; L. Rodney Long (CBMS, 2004)

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

Shape based retrieval in NHANES II. - Hemant D. Tagare; Xiaoning Qian; Robert K. Fulbright; L. Rodney Long; Sameer K. Antani (ACM Multimedia, 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)

Relevance Feedback for Spine X-ray Retrieval. - Xiaoqian Xu; Dah-Jye Lee; Sameer K. Antani; L. Rodney Long (CBMS, 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)

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)

Pre-Indexing for Fast Partial Shape Matching of Vertebrae Images. - Xiaoqian Xu; Dah-Jye Lee; Sameer K. Antani; L. Rodney Long (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)

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)

Content analysis of uterine cervix images: initial steps toward content based indexing and retrieval of cervigrams. - Shiri Gordon; Gali Zimmerman; L. Rodney Long; Sameer K. Antani; Jose Jeronimo; Hayit Greenspan (Image Processing, 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)

Automatically Finding Images for Clinical Decision Support. - Dina Demner-Fushman; Sameer K. Antani; Mohammad-Reza Siadat; Hamid Soltanian-Zadeh; Farshad Fotouhi; Kost V. Elisevich (ICDM Workshops, 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)

SPIRS: A Framework for Content-based Image Retrieval from Large Biomedical Databases. - William Hsu; L. Rodney Long; Sameer K. Antani (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)

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

CBIR of Spine X-Ray Images on Inter-Vertebral Disc Space and Shape Profiles. - Yuchou Chang; Sameer K. Antani; Dah-Jye Lee; Kent Gledhill; L. Rodney Long; Paul Christensen (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)

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)

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)

Tissue classification using cluster features for lesion detection in digital cervigrams. - Xiaolei Huang 001; Wei Wang 057; Zhiyun Xue; Sameer K. Antani; L. Rodney Long; Jose Jeronimo (Image Processing, 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)

A Spine X-Ray Image Retrieval System Using Partial Shape Matching. - Xiaoqian Xu; Dah-Jye Lee; Sameer K. Antani; L. Rodney Long (IEEE Trans. Inf. Technol. Biomed., 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)

Lessons learned in developing a low-cost high performance medical imaging cluster. - Kirt D. Lillywhite; Dah-Jye Lee; Sameer K. Antani; Dong Zhang 002; L. Rodney Long (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)

Linear array image analysis for automated detection of human papillomavirus. - Matthew Wilhelm; Brian Nutter; L. Rodney Long; Sameer K. Antani (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)

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)

Evaluation of uterine cervix segmentations using ground truth from multiple experts. - Shiri Gordon; Shelly Lotenberg; L. Rodney Long; Sameer K. Antani; Jose Jeronimo; Hayit Greenspan (Comput. Medical Imaging Graph., 2009)

CBIR of spine X-ray images on inter-vertebral disc space and shape profiles using feature ranking and voting consensus. - Dah-Jye Lee; Sameer K. Antani; Yuchou Chang; Kent Gledhill; L. Rodney Long; Paul Christensen (Data Knowl. Eng., 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)

Using relevance feedback with short-term memory for content-based spine X-ray image retrieval. - Xiaoqian Xu; Dah-Jye Lee; Sameer K. Antani; L. Rodney Long; James K. Archibald (Neurocomputing, 2009)

Ontology of Gaps in Content-Based Image Retrieval. - Thomas Martin Deserno; Sameer K. Antani; L. Rodney Long (J. Digit. Imaging, 2009)

Automatic Detection of Anatomical Landmarks in Uterine Cervix Images. - Hayit Greenspan; Shiri Gordon; Gali Zimmerman; Shelly Lotenberg; Jose Jeronimo; Sameer K. Antani; L. Rodney Long (IEEE Trans. Medical Imaging, 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)

Biomedical Image Data Types and Processing. - Sameer K. Antani (Encyclopedia of Database Systems, 2009)

Integrating image and text information for biomedical information retrieval. - Sameer K. Antani (CBMS, 2010)

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)

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)

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)

Optimal embedding for shape indexing in medical image databases. - Xiaoning Qian; Hemant D. Tagare; Robert K. Fulbright; L. Rodney Long; Sameer K. Antani (Medical Image Anal., 2010)

Double-Edge Detection of Radiographic Lumbar Vertebrae Images Using Pressurized Open DGVF Snakes. - Sridharan Kamalakannan; Arunkumar Gururajan; Hamed Sari-Sarraf; L. Rodney Long; Sameer K. Antani (IEEE Trans. Biomed. Eng., 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)

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)

On the creation of a segmentation library for digitized cervical and lumbar spine radiographs. - Arunkumar Gururajan; Sridharan Kamalakannan; Hamed Sari-Sarraf; Muneem Shahriar; L. Rodney Long; Sameer K. Antani (Comput. Medical Imaging Graph., 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)

Overview of the ImageCLEF 2012 Medical Image Retrieval and Classification Tasks. - Henning Müller; Alba Garcia Seco de Herrera; Jayashree Kalpathy-Cramer; Dina Demner-Fushman; Sameer K. Antani; Ivan Eggel (CLEF (Online Working Notes/Labs/Workshop), 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)

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)

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

A hybrid watershed method for cell image segmentation. - Jingqi Ao; Sunanda Mitra; L. Rodney Long; Brian Nutter; Sameer K. Antani (SSIAI, 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)

Trends in computer-based medical systems. - Paolo Soda; Sameer K. Antani; Francesco Tortorella; Mario Cannataro; Mykola Pechenizkiy; Alexey Tsymbal (SIGHIT Rec., 2012)

Overview of the ImageCLEF 2013 Medical Tasks. - Alba Garcia Seco de Herrera; Jayashree Kalpathy-Cramer; Dina Demner-Fushman; Sameer K. Antani; Henning Müller (CLEF (Working Notes), 2013)

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)

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)

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)

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)

Fast GPU-based segmentation of H&E stained squamous epithelium from multi-gigapixel tiled virtual slides. - Benjamin Bryant; Hamed Sari-Sarraf; Mitchell Wachtel; L. Rodney Long; Sameer K. Antani (Digital Pathology, 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)

Integrating visual words as bunch of n-grams for effective biomedical image classification. - Glauco Vitor Pedrosa; Md. Mahmudur Rahman; Sameer K. Antani; Dina Demner-Fushman; L. Rodney Long; Agma J. M. Traina (WACV, 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)

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)

Multi-test cervical cancer diagnosis with missing data estimation. - Tao Xu; Xiaolei Huang 001; Edward Kim; L. Rodney Long; Sameer K. Antani (Computer-Aided Diagnosis, 2015)

A New Image Data Set and Benchmark for Cervical Dysplasia Classification Evaluation. - Tao Xu; Cheng Xin; L. Rodney Long; Sameer K. Antani; Zhiyun Xue; Edward Kim; Xiaolei Huang 001 (MLMI, 2015)

A decade of community-wide efforts in advancing medical image understanding and retrieval. - Dina Demner-Fushman; Sameer K. Antani; Jayashree Kalpathy-Cramer; Henning Müller (Comput. Medical Imaging Graph., 2015)

Evaluating performance of biomedical image retrieval systems - An overview of the medical image retrieval task at ImageCLEF 2004-2013. - Jayashree Kalpathy-Cramer; Alba Garcia Seco de Herrera; Dina Demner-Fushman; Sameer K. Antani; Steven Bedrick; Henning Müller (Comput. Medical Imaging Graph., 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)

Multimodal Entity Coreference for Cervical Dysplasia Diagnosis. - Dezhao Song; Edward Kim; Xiaolei Huang 001; Joseph Patruno; Héctor Muñoz-Avila; Jeff Heflin; L. Rodney Long; Sameer K. Antani (IEEE Trans. Medical Imaging, 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)

Content-Based fMRI Brain Maps Retrieval. - Alba Garcia Seco de Herrera; L. Rodney Long; Sameer K. Antani (BIH, 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)

Using Crowdsourcing for Multi-label Biomedical Compound Figure Annotation. - Alba Garcia Seco de Herrera; Roger Schaer; Sameer K. Antani; Henning Müller (LABELS/DLMIA@MICCAI, 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)

A Kernel Support Vector Machine Trained Using Approximate Global and Exhaustive Local Sampling. - Benjamin Bryant; Hamed Sari-Sarraf; L. Rodney Long; Sameer K. Antani (BDCAT, 2017)

Named entity recognition in functional neuroimaging literature. - Asma Ben Abacha; Alba Garcia Seco de Herrera; Ke Wang; L. Rodney Long; Sameer K. Antani; Dina Demner-Fushman (BIBM, 2017)

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

NLM at ImageCLEF 2017 Caption Task. - Asma Ben Abacha; Alba Garcia Seco de Herrera; Soumya Gayen; Dina Demner-Fushman; Sameer K. Antani (CLEF (Working Notes), 2017)

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

Visualizing Deep Learning Activations for Improved Malaria Cell Classification. - Sivarama Krishnan Rajaraman; Sameer K. Antani; Stefan Jaeger 001 (MIH@KDD, 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)

Multi-feature based benchmark for cervical dysplasia classification evaluation. - Tao Xu; Han Zhang 010; Cheng Xin; Edward Kim; L. Rodney Long; Zhiyun Xue; Sameer K. Antani; Xiaolei Huang 001 (Pattern Recognit., 2017)

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)

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)

Circle-like foreign element detection in chest x-rays using normalized cross-correlation and unsupervised clustering. - Fatema Tuz Zohora; Sameer K. Antani; KC Santosh (Image Processing, 2018)

Visualizing Salient Network Activations in Convolutional Neural Networks for Medical Image Modality Classification. - Sivaramakrishnan Rajaraman; Sameer K. Antani (RTIP2R (2), 2018)

f-Sim: A quasi-realistic fMRI simulation toolbox using digital brain phantom and modeled noise. - Harshit S. Parmar; Xiangyu Liu; Hua Xie; Brian Nutter; Sunanda Mitra; L. Rodney Long; Sameer K. Antani (SSIAI, 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)

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)

Automated Chest X-Ray Screening: Can Lung Region Symmetry Help Detect Pulmonary Abnormalities? - KC Santosh; Sameer K. Antani (IEEE Trans. Medical Imaging, 2018)

Biomedical Image Data Types and Processing. - Sameer K. Antani (Encyclopedia of Database Systems (2nd ed.), 2018)

Parasite Detection in Thick Blood Smears Based on Customized Faster-RCNN on Smartphones. - Feng Yang 010; Hang Yu; Kamolrat Silamut; Richard James Maude; Stefan Jäger 001; Sameer K. Antani (AIPR, 2019)

Comparing Deep Learning Models for Multi-cell Classification in Liquid-based Cervical Cytology Images. - Sudhir Sornapudi; Gregory T. Brown; Zhiyun Xue; L. Rodney Long; Lisa Allen; Sameer K. Antani (AMIA, 2019)

Deep Learning for Assessing Image Focus for Automated Cervical Cancer Screening. - Peng Guo; Sanjana Singh; Zhiyun Xue; L. Rodney Long; Sameer K. Antani (BHI, 2019)

Optic Disc and Cup Segmentation for Glaucoma Characterization Using Deep Learning. - Jongwoo Kim; Loc Q. Tran; Emily Y. Chew; Sameer K. Antani (CBMS, 2019)

Assessment of Data Augmentation Strategies Toward Performance Improvement of Abnormality Classification in Chest Radiographs. - Prasanth Ganesan; Sivaramakrishnan Rajaraman; L. Rodney Long; Behnaz Ghoraani; Sameer K. Antani (EMBC, 2019)

Performance Evaluation of a Generative Adversarial Network for Deblurring Mobile-phone Cervical Images. - Prasanth Ganesan; Zhiyun Xue; Sanjana Singh; L. Rodney Long; Behnaz Ghoraani; Sameer K. Antani (EMBC, 2019)

Assessment of an ensemble of machine learning models toward abnormality detection in chest radiographs. - Sivaramakrishnan Rajaraman; Sudhir Sornapudi; Marc D. Kohli; Sameer K. Antani (EMBC, 2019)

Echo Doppler Flow Classification and Goodness Assessment with Convolutional Neural Networks. - Ghada Zamzmi; Li-Yueh Hsu; Wen Li; Vandana Sachdev; Sameer K. Antani (ICMLA, 2019)

Automated signal drift and global fluctuation removal from 4D fMRI data based on principal component analysis as a major preprocessing step for fMRI data analysis. - Harshit S. Parmar; Brian Nutter; L. Rodney Long; Sameer K. Antani; Sunanda Mitra (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2019)

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)

Synthetic Augmentation and Feature-Based Filtering for Improved Cervical Histopathology Image Classification. - Yuan Xue 002; Qianying Zhou; Jiarong Ye; L. Rodney Long; Sameer K. Antani; Carl Cornwell; Zhiyun Xue; Xiaolei Huang 001 (MICCAI (1), 2019)

Smartphone-Supported Malaria Diagnosis Based on Deep Learning. - Feng Yang 010; Hang Yu; Kamolrat Silamut; Richard James Maude; Stefan Jaeger 001; Sameer K. Antani (MLMI@MICCAI, 2019)

A review on lung boundary detection in chest X-rays. - Sema Candemir; Sameer K. Antani (Int. J. Comput. Assist. Radiol. Surg., 2019)

Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps. - Shih-Fu Chang; Alexander G. Hauptmann; Louis-Philippe Morency; Sameer K. Antani; Dick C. A. Bulterman; Carlos Busso; Joyce Yue Chai; Julia Hirschberg; Ramesh C. Jain; Ketan Mayer-Patel; Reuven Meth; Raymond J. Mooney; et al. (CoRR, 2019)

Selective Synthetic Augmentation with Quality Assurance. - Yuan Xue 002; Jiarong Ye; L. Rodney Long; Sameer K. Antani; Zhiyun Xue; Xiaolei Huang 001 (CoRR, 2019)

DiiS: A Biomedical Data Access Framework for Aiding Data Driven Research Supporting FAIR Principles. - Priya Deshpande; Alexander Rasin; Jacob Furst 001; Daniela Raicu; Sameer K. Antani (Data, 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)

Guest Editorial Small Things and Big Data: Controversies and Challenges in Digital Healthcare. - Panagiotis D. Bamidis; Stathis Th. Konstantinidis; Pedro Pereira Rodrigues; Sameer K. Antani; Daniela Giordano (IEEE J. Biomed. Health Informatics, 2019)

Enhancing Recall Using Data Cleaning for Biomedical Big Data. - Priya Deshpande; Alexander Rasin; Roselyne Tchoua; Jacob Furst 001; Daniela Raicu; Sameer K. Antani (CBMS, 2020)

Segmentation of Anterior Tissues in Craniofacial Cone-Beam CT Images. - Dharitri Misra; Michael Gill; Janice S. Lee; Sameer K. Antani (CBMS, 2020)

Malocclusion Classification on 3D Cone-Beam CT Craniofacial Images Using Multi-Channel Deep Learning Models*. - Incheol Kim; Dharitri Misra; Laritza Rodriguez; Michael Gill; Denise K. Liberton; Konstantinia Almpani; Janice S. Lee; Sameer K. Antani (EMBC, 2020)

Deep learning of volumetric 3D CNN for fMRI in Alzheimer's disease classification. - Harshit S. Parmar; Brian Nutter; L. Rodney Long; Sameer K. Antani; Sunanda Mitra (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2020)

Cascading YOLO: automated malaria parasite detection for Plasmodium vivax in thin blood smears. - Feng Yang 010; Nicolas Quizon; Hang Yu; Kamolrat Silamut; Richard James Maude; Stefan Jaeger 001; Sameer K. Antani (Computer-Aided Diagnosis, 2020)

Fully automated spectral envelope and peak velocity detection from Doppler echocardiography images. - Ghada Zamzmi; Li-Yueh Hsu; Wen Li; Vandana Sachdev; Sameer K. Antani (Computer-Aided Diagnosis, 2020)

Synthetic Sample Selection via Reinforcement Learning. - Jiarong Ye; Yuan Xue 002; L. Rodney Long; Sameer K. Antani; Zhiyun Xue; Keith C. Cheng; Xiaolei Huang 001 (MICCAI (1), 2020)

Visualization and Detection of Changes in Brain States Using t-SNE. - Harshit S. Parmar; Sunanda Mitra; Brian Nutter; L. Rodney Long; Sameer K. Antani (SSIAI, 2020)

Modality-Specific Deep Learning Model Ensembles Toward Improving TB Detection in Chest Radiographs. - Sivaramakrishnan Rajaraman; Sameer K. Antani (IEEE Access, 2020)

Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-Rays. - Sivaramakrishnan Rajaraman; Jenifer Siegelman; Philip O. Alderson; Lucas S. Folio; Les R. Folio; Sameer K. Antani (IEEE Access, 2020)

Unified Representation Learning for Efficient Medical Image Analysis. - Ghada Zamzmi; Sivaramakrishnan Rajaraman; Sameer K. Antani (CoRR, 2020)

Feature based Sequential Classifier with Attention Mechanism. - Sudhir Sornapudi; Ronald Joe Stanley; William V. Stoecker; L. Rodney Long; Zhiyun Xue; Rosemary Zuna; Shelliane R. Frazier; Sameer K. Antani (CoRR, 2020)

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)

Recent trends in image processing and pattern recognition. - KC Santosh; Sameer K. Antani (Multim. Tools Appl., 2020)

Deep Learning for Smartphone-Based Malaria Parasite Detection in Thick Blood Smears. - Feng Yang 010; Mahdieh Poostchi; Hang Yu; Zhou Zhou 014; Kamolrat Silamut; Jian Yu 001; Richard James Maude; Stefan Jäger 001; Sameer K. Antani (IEEE J. Biomed. Health Informatics, 2020)

Semi-Supervised Learning for Cervical Precancer Detection. - Sandeep Angara; Peng Guo; Zhiyun Xue; Sameer K. Antani (CBMS, 2021)

A Deep Clustering Method For Analyzing Uterine Cervix Images Across Imaging Devices. - Zhiyun Xue; Peng Guo; Kanan T. Desai; Anabik Pal; Kayode O. Ajenifuja; Clement Akinfolarin Adepiti; L. Rodney Long; Mark Schiffman; Sameer K. Antani (CBMS, 2021)

Life science and its implications for society - (in addition to COVID-19). - Sameer K. Antani; Luis Kun; Carole Carey; Thenusha Satsoruban; Nahum Gershon; Mohamad Sawan (ISTAS, 2021)

An Empirical Study of Vision Transformers for Cervical Precancer Detection. - Sandeep Angara; Peng Guo; Zhiyun Xue; Sameer K. Antani (RTIP2R, 2021)

Image Augmentation for Improving Automated Eligibility-Classification for Cervical Precancer Ablation Treatment. - Peng Guo; Zhiyun Xue; Jose Jeronimo; Julia C. Gage; Kanan T. Desai; Brian Befano; Francisco García; Mark Schiffman; Sameer K. Antani (RTIP2R, 2021)

Cleaning Highly Unbalanced Multisource Image Dataset for Quality Control in Cervical Precancer Screening. - Zhiyun Xue; Peng Guo; Sandeep Angara; Anabik Pal; Jose Jeronimo; Kanan T. Desai; Olusegun Kayode Ajenifuja; Clement Akinfolarin Adepiti; Silvia De Sanjosé; Mark Schiffman; Sameer K. Antani (RTIP2R, 2021)

Deep Metric Learning for Cervical Image Classification. - Anabik Pal; Zhiyun Xue; Brian Befano; Ana Cecilia Rodriguez; L. Rodney Long; Mark Schiffman; Sameer K. Antani (IEEE Access, 2021)

Trilateral Attention Network for Real-Time Cardiac Region Segmentation. - Ghada Zamzmi; Sivaramakrishnan Rajaraman; Vandana Sachdev; Sameer K. Antani (IEEE Access, 2021)

Deep multiple-instance learning for abnormal cell detection in cervical histopathology images. - Anabik Pal; Zhiyun Xue; Kanan T. Desai; Adekunbiola Aina F. Banjo; Clement Akinfolarin Adepiti; L. Rodney Long; Mark Schiffman; Sameer K. Antani (Comput. Biol. Medicine, 2021)

Training custom modality-specific U-Net models with weak localizations for improved Tuberculosis segmentation and localization. - Sivaramakrishnan Rajaraman; Les R. Folio; Jane Dimperio; Philip O. Alderson; Sameer K. Antani (CoRR, 2021)

Improved TB classification using bone-suppressed chest radiographs. - Sivaramakrishnan Rajaraman; Ghada Zamzmi; Les R. Folio; Philip O. Alderson; Sameer K. Antani (CoRR, 2021)

Trilateral Attention Network for Real-time Medical Image Segmentation. - Ghada Zamzmi; Vandana Sachdev; Sameer K. Antani (CoRR, 2021)

Multi-loss ensemble deep learning for chest X-ray classification. - Sivaramakrishnan Rajaraman; Ghada Zamzmi; Sameer K. Antani (CoRR, 2021)

Does deep learning model calibration improve performance in class-imbalanced medical image classification? - Sivaramakrishnan Rajaraman; Prasanth Ganesan; Sameer K. Antani (CoRR, 2021)

A bone suppression model ensemble to improve COVID-19 detection in chest X-rays. - Sivaramakrishnan Rajaraman; Gregg Cohen; Les R. Folio; Sameer K. Antani (CoRR, 2021)

Selective synthetic augmentation with HistoGAN for improved histopathology image classification. - Yuan Xue 002; Jiarong Ye; Qianying Zhou; L. Rodney Long; Sameer K. Antani; Zhiyun Xue; Carl Cornwell; Richard Zaino; Keith C. Cheng; Xiaolei Huang 001 (Medical Image Anal., 2021)

Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears. - Yasmin M. Kassim; Kannappan Palaniappan; Feng Yang 010; Mahdieh Poostchi; Nila Palaniappan; Richard James Maude; Sameer K. Antani; Stefan Jäger 001 (IEEE J. Biomed. Health Informatics, 2021)

Malaria Thick Blood Smears. - Feng Yang 010; Mahdieh Poostchi; Hang Yu; Zhou Zhou 014; Kamolrat Silamut; Jian Yu 001; Richard James Maude; Stefan Jaeger 001; Sameer K. Antani (IEEE DataPort, 2021)

Attention Residual Capsule Network for Dermoscopy Image Classification. - Anabik Pal; Sounak Ray; Sameer K. Antani; Utpal Garain (CVIP (2), 2022)

Automatic Detection of Oral Lesion Measurement Ruler Toward Computer-Aided Image-Based Oral Cancer Screening. - Zhiyun Xue; Kelly Yu; Paul C. Pearlman; Anabik Pal; Tseng-Cheng Chen; Chun-Hung Hua; Chung Jan Kang; Chih-Yen Chien; Ming-Hsui Tsai; Cheng-Ping Wang; Anil K. Chaturvedi; Sameer K. Antani (EMBC, 2022)

Extraction of Ruler Markings For Estimating Physical Size of Oral Lesions. - Zhiyun Xue; Kelly Yu; Paul C. Pearlman; Tseng-Cheng Chen; Chun-Hung Hua; Chung Jan Kang; Chih-Yen Chien; Ming-Hsui Tsai; Cheng-Ping Wang; Anil K. Chaturvedi; Sameer K. Antani (ICPR, 2022)

Open-world active learning for echocardiography view classification. - Ghada Zamzmi; Tochi Oguguo; Sivaramakrishnan Rajaraman; Sameer K. Antani (Computer-Aided Diagnosis, 2022)

Image Quality Classification for Automated Visual Evaluation of Cervical Precancer. - Zhiyun Xue; Sandeep Angara; Peng Guo; Sivaramakrishnan Rajaraman; Jose Jeronimo; Ana Cecilia Rodriguez; Karla Alfaro; Kittipat Charoenkwan; Chemtai Mungo; Joel Fokom Domgue; Nicolas Wentzensen; Kanan T. Desai; et al. (MILLanD@MICCAI, 2022)

Data Characterization for Reliable AI in Medicine. - Sivaramakrishnan Rajaraman; Ghada Zamzmi; Feng Yang 010; Zhiyun Xue; Sameer K. Antani (RTIP2R, 2022)

Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets. - Anabik Pal; Zhiyun Xue; Sameer K. Antani (CoRR, 2022)

Functional Parcellation of fMRI data using multistage k-means clustering. - Harshit S. Parmar; Brian Nutter; L. Rodney Long; Sameer K. Antani; Sunanda Mitra (CoRR, 2022)

Deep ensemble learning for segmenting tuberculosis-consistent manifestations in chest radiographs. - Sivaramakrishnan Rajaraman; Feng Yang 010; Ghada Zamzmi; Peng Guo; Zhiyun Xue; Sameer K. Antani (CoRR, 2022)

Generalizability of Deep Adult Lung Segmentation Models to the Pediatric Population: A Retrospective Study. - Sivaramakrishnan Rajaraman; Feng Yang 010; Ghada Zamzmi; Zhiyun Xue; Sameer K. Antani (CoRR, 2022)

Annotations of Lung Abnormalities in the Shenzhen Chest X-ray Dataset for Computer-Aided Screening of Pulmonary Diseases. - Feng Yang 010; Pu Xuan Lu; Min Deng; Yi-Xiang J. Wang; Sivaramakrishnan Rajaraman; Zhiyun Xue; Les R. Folio; Sameer K. Antani; Stefan Jäger 001 (Data, 2022)

Advances in Deep Learning for Tuberculosis Screening using Chest X-rays: The Last 5 Years Review. - KC Santosh; Siva Allu; Sivaramakrishnan Rajaraman; Sameer K. Antani (J. Medical Syst., 2022)

Real-time echocardiography image analysis and quantification of cardiac indices. - Ghada Zamzmi; Sivaramakrishnan Rajaraman; Li-Yueh Hsu; Vandana Sachdev; Sameer K. Antani (Medical Image Anal., 2022)

Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN. - Zhaohui Liang; Jimmy Xiangji Huang; Sameer K. Antani (Sensors, 2022)

Emergency Department Wait Time Forecast based on Semantic and Time Series Patterns in COVID-19 Pandemic. - Zhaohui Liang; Zhiyun Xue; Yang Feng; Sivaramakrishnan Rajaraman; Jimmy Xiangji Huang; Sameer K. Antani (BIBM, 2023)

A Study on Reducing Big Data Image Annotation Burden Through Iterative Expert-In-The-Loop Strategy. - Evanjelin Mahmoodi; Zhiyun Xue; Sivaramakrishnan Rajaraman; Sameer K. Antani (BIBM, 2023)

A Comparative Study of Fairness in Medical Machine Learning. - Tochi Oguguo; Ghada Zamzmi; Sivaramakrishnan Rajaraman; Feng Yang 010; Zhiyun Xue; Sameer K. Antani (ISBI, 2023)

Automatic Quantification of COVID-19 Pulmonary Edema by Self-supervised Contrastive Learning. - Zhaohui Liang; Zhiyun Xue; Sivaramakrishnan Rajaraman; Feng Yang 010; Sameer K. Antani (MILLanD@MICCAI, 2023)

Assessing Inter-Annotator Agreement for Medical Image Segmentation. - Feng Yang 010; Ghada Zamzmi; Sandeep Angara; Sivaramakrishnan Rajaraman; André Aquilina; Zhiyun Xue; Stefan Jäger 001; Emmanouil Papagiannakis; Sameer K. Antani (IEEE Access, 2023)

Does image resolution impact chest X-ray based fine-grained Tuberculosis-consistent lesion segmentation? - Sivaramakrishnan Rajaraman; Feng Yang 010; Ghada Zamzmi; Zhiyun Xue; Sameer K. Antani (CoRR, 2023)

Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric Chest X-ray images. - Sivaramakrishnan Rajaraman; Ghada Zamzmi; Feng Yang 010; Zhaohui Liang; Zhiyun Xue; Sameer K. Antani (CoRR, 2023)

Guest Editorial Multimodal Learning in Medical Imaging Informatics. - KC Santosh; Sameer K. Antani (IEEE J. Biomed. Health Informatics, 2023)

Can deep adult lung segmentation models generalize to the pediatric population? - Sivaramakrishnan Rajaraman; Feng Yang 010; Ghada Zamzmi; Zhiyun Xue; Sameer K. Antani (Expert Syst. Appl., 2023)

Addressing Class Imbalance with Latent Diffusion-based Data Augmentation for Improving Disease Classification in Pediatric Chest X-rays. - Sivaramakrishnan Rajaraman; Zhaohui Liang; Zhiyun Xue; Sameer K. Antani (BIBM, 2024)

Covid-19 Pneumonia Chest X-Ray Pattern Synthesis by Stable Diffusion. - Zhaohui Liang; Zhiyun Xue; Sivaramakrishnan Rajaraman; Sameer K. Antani (SSIAI, 2024)

Spatio-Functional Parcellation of Resting State fMRI. - Harshit Parmar; Brian Nutter; Sunanda Mitra; L. Rodney Long; Sameer K. Antani (SSIAI, 2024)

Semantically redundant training data removal and deep model classification performance: A study with chest X-rays. - Sivaramakrishnan Rajaraman; Ghada Zamzmi; Feng Yang 010; Zhaohui Liang; Zhiyun Xue; Sameer K. Antani (Comput. Medical Imaging Graph., 2024)

Biomedical heterogeneous data categorization and schema mapping toward data integration. - Priya Deshpande; Alexander Rasin; Roselyne Tchoua; Jacob D. Furst; Daniela Raicu; Michiel Schinkel; Hari Trivedi; Sameer K. Antani (Frontiers Big Data, 2024)

Noise-induced modality-specific pretext learning for pediatric chest X-ray image classification. - Sivaramakrishnan Rajaraman; Zhaohui Liang; Zhiyun Xue; Sameer K. Antani (Frontiers Artif. Intell., 2024)

The Hidden Threat of Hallucinations in Binary Chest X-Ray Pneumonia Classification. - Sivaramakrishnan Rajaraman; Zhaohui Liang; Niccolò Marini; Zhiyun Xue; Sameer K. Antani (CBMS, 2025)

Detecting Oral Cancer Using Tabular Deep Learning. - Zhiyun Xue; Zhaohui Liang; Sivaramakrishnan Rajaraman; Niccolò Marini; Sameer K. Antani (COINS, 2025)