George R. Thoma

Publication Activity (10 Years)

Years Active: 1981-2020
Publications (10 Years): 45

Top Venues

CBMS

DRR

Medical Imaging: Computer-Aided Diagnosis

Int. J. Multim. Inf. Retr.

Publications

Jie Zou, George R. Thoma, Sameer K. Antani
Unified deep neural network for segmentation and labeling of multipanel biomedical figures. J. Assoc. Inf. Sci. Technol. 71 (11) (2020)
Haidar A. Almubarak, R. Joe Stanley, Peng Guo, L. Rodney Long, Sameer K. Antani, George R. Thoma, Rosemary Zuna, Shelliane R. Frazier, William V. Stoecker
A Hybrid Deep Learning and Handcrafted Feature Approach for Cervical Cancer Digital Histology Image Classification. Int. J. Heal. Inf. Syst. Informatics 14 (2) (2019)
Sivaramakrishnan Rajaraman, Sema Candemir, George R. Thoma, Sameer K. Antani
Visualizing and explaining deep learning predictions for pneumonia detection in pediatric chest radiographs. Medical Imaging: Computer-Aided Diagnosis (2019)
Zhiyun Xue, L. Rodney Long, Stefan Jaeger, Les R. Folio, George R. Thoma, Sameer K. Antani
Extraction of Aortic Knuckle Contour in Chest Radiographs Using Deep Learning. EMBC (2018)
Alastair R. Rae, Jongwoo Kim, Daniel X. Le, George R. Thoma
Main Content Detection in HTML Journal Articles. DocEng (2018)
Ahmed Allam, Mate Levente Nagy, George R. Thoma, Michael Krauthammer
Neural networks versus Logistic regression for 30 days all-cause readmission prediction. CoRR (2018)
Zhiyun Xue, Sivaramakrishnan Rajaraman, L. Rodney Long, Sameer K. Antani, George R. Thoma
Gender Detection from Spine X-Ray Images Using Deep Learning. CBMS (2018)
In-Cheol Kim, George R. Thoma
Automated Identification of Potential Conflict-of-Interest in Biomedical Articles Using Hybrid Deep Neural Network. MLDM (1) (2018)
Stefan Jäger, Octavio H. Juarez-Espinosa, Sema Candemir, Mahdieh Poostchi, Feng Yang, Lewis Kim, Meng Ding, Les R. Folio, Sameer K. Antani, Andrei E. Gabrielian, Darrell E. Hurt, Alex Rosenthal, George R. Thoma
Detecting drug-resistant tuberculosis in chest radiographs. Int. J. Comput. Assist. Radiol. Surg. 13 (12) (2018)
Szilárd Vajda, Alexandros Karargyris, Stefan Jäger, K. C. Santosh, Sema Candemir, Zhiyun Xue, Sameer K. Antani, George R. Thoma
Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs. J. Medical Syst. 42 (8) (2018)
Sivaramakrishnan Rajaraman, Sameer K. Antani, Sema Candemir, Zhiyun Xue, Joseph Abuya, Marc D. Kohli, Philip O. Alderson, George R. Thoma
Comparing deep learning models for population screening using chest radiography. Medical Imaging: Computer-Aided Diagnosis (2018)
Sivaramakrishnan Rajaraman, Sema Candemir, Zhiyun Xue, Philip O. Alderson, Marc D. Kohli, Joseph Abuya, George R. Thoma, Sameer K. Antani
A novel stacked generalization of models for improved TB detection in chest radiographs. EMBC (2018)
Yuan Xue, Tao Xu, L. Rodney Long, Zhiyun Xue, Sameer K. Antani, George R. Thoma, Xiaolei Huang
Multimodal Recurrent Model with Attention for Automated Radiology Report Generation. MICCAI (1) (2018)
Jongwoo Kim, Sema Candemir, Emily Y. Chew, George R. Thoma
Region of Interest Detection in Fundus Images Using Deep Learning and Blood Vessel Information. CBMS (2018)
Golnaz Moallem, Hamed Sari-Sarraf, Mahdieh Poostchi, Richard James Maude, Kamolrat Silamut, Md Amir Hossain, Sameer K. Antani, Stefan Jaeger, George R. Thoma
Detecting and segmenting overlapping red blood cells in microscopic images of thin blood smears. Medical Imaging: Digital Pathology (2018)
Sema Candemir, Sameer K. Antani, Zhiyun Xue, George R. Thoma
Novel Method for Storyboarding Biomedical Videos for Medical Informatics. CBMS (2017)
K. C. Santosh, Aafaque Aafaque, Sameer K. Antani, George R. Thoma
Line Segment-Based Stitched Multipanel Figure Separation for Effective Biomedical CBIR. Int. J. Pattern Recognit. Artif. Intell. 31 (6) (2017)
Ravali Edulapuram, R. Joe Stanley, L. Rodney Long, Sameer K. Antani, George R. Thoma, Rosemary Zuna, William V. Stoecker, Jason R. Hagerty
Nuclei Segmentation using a Level Set Active Contour Method and Spatial Fuzzy C-means Clustering. VISIGRAPP (4: VISAPP) (2017)
Golnaz Moallem, Mahdieh Poostchi, Hang Yu, Kamolrat Silamut, Nila Palaniappan, Sameer K. Antani, Md Amir Hossain, Richard James Maude, Stefan Jaeger, George R. Thoma
Detecting and Segmenting White Blood Cells in Microscopy Images of Thin Blood Smears. AIPR (2017)
Jie Zou, Sameer K. Antani, George R. Thoma
Localizing and Recognizing Labels for Multi-Panel Figures in Biomedical Journals. ICDAR (2017)
K. C. Santosh, Szilárd Vajda, Sameer K. Antani, George R. Thoma
Edge map analysis in chest X-rays for automatic pulmonary abnormality screening. Int. J. Comput. Assist. Radiol. Surg. 11 (9) (2016)
Dina Demner-Fushman, Marc D. Kohli, Marc B. Rosenman, Sonya E. Shooshan, Laritza Rodriguez, Sameer K. Antani, George R. Thoma, Clement J. McDonald
Preparing a collection of radiology examinations for distribution and retrieval. J. Am. Medical Informatics Assoc. 23 (2) (2016)
Zhaohui Liang, Andrew Powell, Ilker Ersoy, Mahdieh Poostchi, Kamolrat Silamut, Kannappan Palaniappan, Peng Guo, Md Amir Hossain, Sameer K. Antani, Richard James Maude, Jimmy Xiangji Huang, Stefan Jaeger, George R. Thoma
CNN-based image analysis for malaria diagnosis. BIBM (2016)
K. C. Santosh, Naved Alam, Partha Pratim Roy, Laurent Wendling, Sameer K. Antani, George R. Thoma
A Simple and Efficient Arrowhead Detection Technique in Biomedical Images. Int. J. Pattern Recognit. Artif. Intell. 30 (5) (2016)
Sema Candemir, Stefan Jaeger, Sameer K. Antani, Ulas Bagci, Les R. Folio, Ziyue Xu, George R. Thoma
Atlas-based rib-bone detection in chest X-rays. Comput. Medical Imaging Graph. 51 (2016)
K. C. Santosh, Naved Alam, Partha Pratim Roy, Laurent Wendling, Sameer K. Antani, George R. Thoma
Arrowhead detection in biomedical images. Document Recognition and Retrieval (2016)
Sema Candemir, Stefan Jaeger, Wilson Lin, Zhiyun Xue, Sameer K. Antani, George R. Thoma
Automatic heart localization and radiographic index computation in chest x-rays. Medical Imaging: Computer-Aided Diagnosis (2016)
Zhiyun Xue, Md. Mahmudur Rahman, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma
Modality Classification for Searching Figures in Biomedical Literature. CBMS (2016)
K. C. Santosh, Laurent Wendling, Sameer K. Antani, George R. Thoma
Overlaid Arrow Detection for Labeling Regions of Interest in Biomedical Images. IEEE Intell. Syst. 31 (3) (2016)
Jongwoo Kim, Paul LoBuglio, George R. Thoma
Visualization of Statistics from MEDLINE®. CBMS (2016)
Peng Guo, Koyel Banerjee, R. Joe Stanley, L. Rodney Long, Sameer K. Antani, George R. Thoma, Rosemary Zuna, Shelliane R. Frazier, Randy H. Moss, William V. Stoecker
Nuclei-Based Features for Uterine Cervical Cancer Histology Image Analysis With Fusion-Based Classification. IEEE J. Biomed. Health Informatics 20 (6) (2016)
Alexandros Karargyris, Jenifer Siegelman, Dimitris Tzortzis, Stefan Jaeger, Sema Candemir, Zhiyun Xue, K. C. Santosh, Szilárd Vajda, Sameer K. Antani, Les R. Folio, George R. Thoma
Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays. Int. J. Comput. Assist. Radiol. Surg. 11 (1) (2016)
Jessica Faruque, Sameer K. Antani, L. Rodney Long, Lauren Kim, George R. Thoma
Image similarity ranking of focal computed tomography liver lesions using a 2AFC technique. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2016)
K. C. Santosh, Sema Candemir, Stefan Jäger, Alexandros Karargyris, Sameer K. Antani, George R. Thoma, Les R. Folio
Automatically Detecting Rotation in Chest Radiographs Using Principal Rib-Orientation Measure for Quality Control. Int. J. Pattern Recognit. Artif. Intell. 29 (2) (2015)
K. C. Santosh, Szilárd Vajda, Sameer K. Antani, George R. Thoma
Automatic Pulmonary Abnormality Screening Using Thoracic Edge Map. CBMS (2015)
Dina Demner-Fushman, Sonya E. Shooshan, Laritza Rodriguez, Sameer K. Antani, George R. Thoma
Annotation of Chest Radiology Reports for Indexing and Retrieval. MRDM@ECIR (2015)
Sema Candemir, Eugene Borovikov, K. C. Santosh, Sameer K. Antani, George R. Thoma
RSILC: Rotation- and Scale-Invariant, Line-based Color-aware descriptor. Image Vis. Comput. 42 (2015)
Szilárd Vajda, Sameer K. Antani, George R. Thoma
National Library of Medicine (NLM) at ImageCLEF2015: Medical Clustering Task. CLEF (Working Notes) (2015)
K. C. Santosh, Sameer K. Antani, George R. Thoma
Stitched Multipanel Biomedical Figure Separation. CBMS (2015)
Szilárd Vajda, Daekeun You, Sameer K. Antani, George R. Thoma
Large image modality labeling initiative using semi-supervised and optimized clustering. Int. J. Multim. Inf. Retr. 4 (2) (2015)
Zhiyun Xue, Sema Candemir, Sameer K. Antani, L. Rodney Long, Stefan Jaeger, Dina Demner-Fushman, George R. Thoma
Foreign object detection in chest X-rays. BIBM (2015)
Zhiyun Xue, Daekeun You, Sema Candemir, Stefan Jaeger, Sameer K. Antani, L. Rodney Long, George R. Thoma
Chest X-ray Image View Classification. CBMS (2015)
Matthew S. Simpson, Daekeun You, Md. Mahmudur Rahman, Zhiyun Xue, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma
Literature-based biomedical image classification and retrieval. Comput. Medical Imaging Graph. 39 (2015)
K. C. Santosh, Zhiyun Xue, Sameer K. Antani, George R. Thoma
NLM at imageCLEF2015: Biomedical Multipanel Figure Separation. CLEF (Working Notes) (2015)
In-Cheol Kim, George R. Thoma
Automated classification of author's sentiments in citation using machine learning techniques: A preliminary study. CIBCB (2015)
Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma
Body Segment Classification for Visible Human Cross Section Slices. CBMS (2014)
Matthew S. Simpson, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma
Multimodal biomedical image indexing and retrieval using descriptive text and global feature mapping. Inf. Retr. 17 (3) (2014)
Daekeun You, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
A contour-based shape descriptor for biomedical image classification and retrieval. DRR (2014)
In-Cheol Kim, Daniel X. Le, George R. Thoma
Automated method for extracting "citation sentences" from online biomedical articles using SVM-based text summarization technique. SMC (2014)
Sema Candemir, Stefan Jaeger, Kannappan Palaniappan, Jonathan P. Musco, Rahul K. Singh, Zhiyun Xue, Alexandros Karargyris, Sameer K. Antani, George R. Thoma, Clement J. McDonald
Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration. IEEE Trans. Medical Imaging 33 (2) (2014)
Soumya De, R. Joe Stanley, Beibei Cheng, Sameer K. Antani, L. Rodney Long, George R. Thoma
Automated Text Detection and Recognition in Annotated Biomedical Publication Images. Int. J. Heal. Inf. Syst. Informatics 9 (2) (2014)
Suchet K. Chachra, Zhiyun Xue, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
Extraction and labeling high-resolution images from PDF documents. DRR (2014)
Szilárd Vajda, Daekeun You, Sameer K. Antani, George R. Thoma
Label the many with a few: Semi-automatic medical image modality discovery in a large image collection. CICARE (2014)
Daekeun You, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
Biomedical image segmentation for semantic visual feature extraction. BIBM (2014)
K. C. Santosh, Sema Candemir, Stefan Jäger, Les R. Folio, Alexandros Karargyris, Sameer K. Antani, George R. Thoma
Rotation Detection in Chest Radiographs Based on Generalized Line Histogram of Rib-Orientations. CBMS (2014)
K. C. Santosh, Laurent Wendling, Sameer K. Antani, George R. Thoma
Scalable Arrow Detection in Biomedical Images. ICPR (2014)
Stefan Jaeger, 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 Wang, Pu-Xuan Lu, Clement J. McDonald
Automatic Tuberculosis Screening Using Chest Radiographs. IEEE Trans. Medical Imaging 33 (2) (2014)
Daekeun You, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
An MRF Model for Biomedical Image Segmentation. CBMS (2014)
Daekeun You, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
Does Figure-Text Improve Biomedical Article Retrieval? A Pilot Study. CBMS (2014)
Md. Mahmudur Rahman, Daekeun You, Matthew S. Simpson, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
Interactive cross and multimodal biomedical image retrieval based on automatic region-of-interest (ROI) identification and classification. Int. J. Multim. Inf. Retr. 3 (3) (2014)
Xiaoli Zhang, Jie Zou, Daniel X. Le, George R. Thoma
Combining discriminative SVM models for the improved recognition of investigator names in medical articles. DRR (2013)
Jongwoo Kim, Daniel X. Le, George R. Thoma
Identification of Investigator Name Zones Using SVM Classifiers and Heuristic Rules. ICDAR (2013)
Matthew S. Simpson, Daekeun You, Md. Mahmudur Rahman, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma
ITI's Participation in the 2013 Medical Track of ImageCLEF. CLEF (Working Notes) (2013)
Eugene Borovikov, Szilárd Vajda, Girish Lingappa, Sameer K. Antani, George R. Thoma
Face Matching for Post-Disaster Family Reunification. ICHI (2013)
Sridharan Kamalakannan, Benjamin Bryant, Hamed Sari-Sarraf, L. Rodney Long, Sameer K. Antani, George R. Thoma
Integrating shape into an interactive segmentation framework. Medical Imaging: Computer-Aided Diagnosis (2013)
Beibei Cheng, R. Joe Stanley, Sameer K. Antani, George R. Thoma
Graphical Figure Classification Using Data Fusion for Integrating Text and Image Features. ICDAR (2013)
Emilia Apostolova, Daekeun You, Zhiyun Xue, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
Image retrieval from scientific publications: Text and image content processing to separate multipanel figures. J. Assoc. Inf. Sci. Technol. 64 (5) (2013)
Sridharan Kamalakannan, Sameer K. Antani, L. Rodney Long, George R. Thoma
Customized hybrid level sets for automatic lung segmentation in chest x-ray images. Medical Imaging: Image Processing (2013)
Daekeun You, Matthew S. Simpson, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
A robust pointer segmentation in biomedical images toward building a visual ontology for biomedical article retrieval. DRR (2013)
Md. Mahmudur Rahman, Daekeun You, Matthew S. Simpson, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
Multimodal biomedical image retrieval using hierarchical classification and modality fusion. Int. J. Multim. Inf. Retr. 2 (3) (2013)
Soumya De, R. Joe Stanley, Cheng Lu, L. Rodney Long, Sameer K. Antani, George R. Thoma, Rosemary Zuna
A fusion-based approach for uterine cervical cancer histology image classification. Comput. Medical Imaging Graph. 37 (7-8) (2013)
Daekeun You, Matthew S. Simpson, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
Annotating image ROIs with text descriptions for multimodal biomedical document retrieval. DRR (2013)
Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma
Classification of CT Figures in Biomedical Articles Based on Body Segments. ICHI (2013)
Dina Demner-Fushman, Charlotte A. Seckman, Cheryl Fisher, George R. Thoma
Continual Development of a Personalized Decision Support System. MedInfo (2013)
Stefan Jaeger, Alexandros Karargyris, Sameer K. Antani, George R. Thoma
Detecting tuberculosis in radiographs using combined lung masks. EMBC (2012)
Jongwoo Kim, Daniel X. Le, George R. Thoma
Combining SVM classifiers to identify investigator name zones in biomedical articles. DRR (2012)
Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma
Window Classification of Brain CT Images in Biomedical Articles. AMIA (2012)
Glenn Pearson, Michael J. Gill, Sameer K. Antani, Leif Neve, Gregory Miernicki, Krittach Phichaphop, Ajay Kanduru, Stefan Jaeger, George R. Thoma
The role of location for family reunification during disasters. HealthGIS (2012)
Dina Demner-Fushman, Sameer K. Antani, Matthew S. Simpson, George R. Thoma
Design and Development of a Multimodal Biomedical Information Retrieval System. J. Comput. Sci. Eng. 6 (2) (2012)
Payel Ghosh, Sameer K. Antani, L. Rodney Long, George R. Thoma
Unsupervised segmentation of lungs from chest radiographs. Medical Imaging: Computer-Aided Diagnosis (2012)
Md. Mahmudur Rahman, Daekeun You, Matthew S. Simpson, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
An Interactive Image Retrieval Framework for Biomedical Articles Based on Visual Region-of- Interest (ROI) Identification and Classification. HISB (2012)
Beibei Cheng, Renzhong Wang, Sameer K. Antani, R. Joe Stanley, George R. Thoma
Graphical image classification combining an evolutionary algorithm and binary particle swarm optimization. DRR (2012)
Matthew S. Simpson, Daekeun You, Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma, Dina Demner-Fushman
Towards the Creation of a Visual Ontology of Biomedical Imaging Entities. AMIA (2012)
Dharitri Misra, Robert H. Hall, Susan M. Payne, George R. Thoma
Digital preservation and knowledge discovery based on documents from an international health science program. JCDL (2012)
Lei He, L. Rodney Long, Sameer K. Antani, George R. Thoma
Histology image analysis for carcinoma detection and grading. Comput. Methods Programs Biomed. 107 (3) (2012)
Matthew S. Simpson, Daekeun You, Md. Mahmudur Rahman, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma
ITI's Participation in the ImageCLEF 2012 Medical Retrieval and Classification Tasks. CLEF (Online Working Notes/Labs/Workshop) (2012)
George R. Thoma, Sameer K. Antani, Michael J. Gill, Glenn Pearson, Leif Neve
People Locator: A System for Family Reunification. IT Prof. 14 (3) (2012)
Alexandros Karargyris, Sameer K. Antani, George R. Thoma
Segmenting anatomy in chest x-rays for tuberculosis screening. EMBC (2011)
Lei He, L. Rodney Long, Sameer K. Antani, George R. Thoma
Distribution fitting-based pixel labeling for histology image segmentation. Medical Imaging: Computer-Aided Diagnosis (2011)
Md. Mahmudur Rahman, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
Biomedical Image Retrieval Using Multimodal Context and Concept Feature Spaces. MCBR-CDS (2011)
Payel Ghosh, Sameer K. Antani, L. Rodney Long, George R. Thoma
Unsupervised Grow-Cut: Cellular Automata-Based Medical Image Segmentation. HISB (2011)
In-Cheol Kim, Daniel X. Le, George R. Thoma
Automated identification of biomedical article type using support Vector machines. DRR (2011)
Lei He, L. Rodney Long, Sameer K. Antani, George R. Thoma
Multiphase Level Set Model with Local K-means Energy for Histology Image Segmentation. HISB (2011)
Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma
Pathology-based vertebral image retrieval. ISBI (2011)
Beibei Cheng, Sameer K. Antani, R. Joe Stanley, George R. Thoma
Automatic segmentation of subfigure image panels for multimodal biomedical document retrieval. DRR (2011)
Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma
Spine X-ray image retrieval using partial vertebral boundaries. CBMS (2011)
Daekeun You, Sameer K. Antani, Dina Demner-Fushman, Md. Mahmudur Rahman, Venu Govindaraju, George R. Thoma
Automatic identification of ROI in figure images toward improving hybrid (text and image) biomedical document retrieval. DRR (2011)
R. Joe Stanley, Soumya De, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma
An image feature-based approach to automatically find images for application to clinical decision support. Comput. Medical Imaging Graph. 35 (5) (2011)
Xiaoli Zhang, Jie Zou, Daniel X. Le, George R. Thoma
A structural SVM approach for reference parsing. BMC Bioinform. 12 (S-3) (2011)
Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma
Biomedical CBIR using "bag of keypoints" in a modified inverted index. CBMS (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

George R. Thoma