Sameer Kiran Antani

发表

Zhi-Hua Zhou, Goetz Graefe, Sameer Antani, 2002, Encyclopedia of Database Systems.

Malaria Screening: Research into Image Analysis and Deep Learning A Report to the Board of Scientific Counselors 2018

M. Poostchi, Stefan Jaeger, S. Rajaraman, 2018 .

An Observational Study of Deep Learning and Automated Evaluation of Cervical Images for Cancer Screening.

Mayoore S. Jaiswal, L. R. Long, Kai Yu, 2019, Journal of the National Cancer Institute.

Segmenting anatomy in chest x-rays for tuberculosis screening

Alexandros Karargyris, George R. Thoma, Sameer K. Antani, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Digital Tools for Collecting Data from Cervigrams for Research and Training in Colposcopy

Sameer Antani, Leif Neve, L. R. Long, 2006, Journal of lower genital tract disease.

nnotation and retrieval of clinically relevant images

Matthew S. Simpson, G. Thoma, Sameer Kiran Antani, 2009 .

Training deep learning algorithms with weakly labeled pneumonia chest X-ray data for COVID-19 detection

S. Rajaraman, Sameer Kiran Antani, 2020, medRxiv.

Evaluation of Methods for Detection and Localization of Text in Video

David J. Crandall, R. Kasturi, S. Antani, 2015 .

A system for automatic text detection in video

David J. Crandall, R. Kasturi, U. Gargi, 1999, Proceedings of the Fifth International Conference on Document Analysis and Recognition. ICDAR '99 (Cat. No.PR00318).

Reliable Extraction of Text from Video

Sameer Antani, Sameer Kiran Antani, 2001 .

Imaging, Informatics, Natural Language Processing, and Multi-modal Information Retrieval – Research and Development

Suchet K. Chachra, Dina Demner-Fushman, M. Kushnir, 2016 .

Advanced imaging tools for childhood tuberculosis: potential applications and research needs.

C. Delacourt, P. Goussard, S. Andronikou, 2020, The Lancet. Infectious diseases.

Histology image analysis for carcinoma detection and grading

L. Rodney Long, George R. Thoma, Lei He, 2012, Comput. Methods Programs Biomed..

Evaluating performance of biomedical image retrieval systems - An overview of the medical image retrieval task at ImageCLEF 2004-2013

Henning Müller, Alba Garcia Seco de Herrera, Dina Demner-Fushman, 2015, Comput. Medical Imaging Graph..

Multimodal biomedical image indexing and retrieval using descriptive text and global feature mapping

George R. Thoma, Dina Demner-Fushman, Sameer K. Antani, 2013, Information Retrieval.

Ontology of Gaps in Content-Based Image Retrieval

Thomas Martin Deserno, L. Rodney Long, Sameer K. Antani, 2009, Journal of Digital Imaging.

Selective synthetic augmentation with HistoGAN for improved histopathology image classification

Sameer Antani, Yuan Xue, Xiaolei Huang, 2020, Medical Image Anal..

Preparing a collection of radiology examinations for distribution and retrieval

Clement J. McDonald, George R. Thoma, Dina Demner-Fushman, 2015, J. Am. Medical Informatics Assoc..

Cross-Dataset Evaluation of Deep Learning Networks for Uterine Cervix Segmentation

Sameer Antani, Zhiyun Xue, Peng Guo, 2020, Diagnostics.

Exploring use of images in clinical articles for decision support in evidence-based medicine

Balaji Vasan Srinivasan, George R. Thoma, Dina Demner-Fushman, 2008, Electronic Imaging.

Two public chest X-ray datasets for computer-aided screening of pulmonary diseases.

Stefan Jaeger, S. Antani, G. Thoma, 2014, Quantitative imaging in medicine and surgery.

Design and feasibility of a novel program of cervical screening in Nigeria: self-sampled HPV testing paired with visual triage

L. R. Long, Kanan T. Desai, M. Schiffman, 2020, Infectious agents and cancer.

Annotation of Chest Radiology Reports for Indexing and Retrieval

George R. Thoma, Dina Demner-Fushman, Sameer K. Antani, 2015, MRDM@ECIR.

A review on lung boundary detection in chest X-rays

Sema Candemir, Sameer K. Antani, S. Candemir, 2019, International Journal of Computer Assisted Radiology and Surgery.

Right kidney Left kidney Liver Spleen Nucleus Cytoplasm Nucleus Stroma

L. R. Long, S. Antani, G. Thoma, 2011 .

Understanding the learned behavior of customized convolutional neural networks toward malaria parasite detection in thin blood smear images

George R Thoma, Sivaramakrishnan Rajaraman, Kamolrat Silamut, 2018, Journal of medical imaging.

Spatiotemporal feature extraction and classification of Alzheimer’s disease using deep learning 3D-CNN for fMRI data

Sameer Antani, Brian Nutter, Rodney Long, 2020, Journal of medical imaging.

A survey on the use of pattern recognition methods for abstraction, indexing and retrieval of images and video

Ramesh C. Jain, Rangachar Kasturi, Sameer K. Antani, 2002, Pattern Recognit..

Lung boundary detection in pediatric chest x-rays

Sameer Antani, George R. Thoma, Sema Candemir, 2015, Medical Imaging.

Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration

Clement J. McDonald, Kannappan Palaniappan, Alexandros Karargyris, 2014, IEEE Transactions on Medical Imaging.

Graph Cut Based Automatic Lung Boundary Detection in Chest Radiographs

Sameer Antani, Kannappan Palaniappan, George R. Thoma, 2012 .

Bridging the Gap: Enabling CBIR in Medical Applications

L. Rodney Long, George R. Thoma, Sameer K. Antani, 2008, 2008 21st IEEE International Symposium on Computer-Based Medical Systems.

Pre-trained convolutional neural networks as feature extractors toward improved malaria parasite detection in thin blood smear images

George R. Thoma, Richard J. Maude, Sameer K. Antani, 2018, PeerJ.

Automatic Tuberculosis Screening Using Chest Radiographs

Clement J. McDonald, Kannappan Palaniappan, Alexandros Karargyris, 2014, IEEE Transactions on Medical Imaging.

Anatomical Shape Representation in Spine X-ray Images

Sameer Antani, L. Rodney Long, George R. Thoma, 2003 .

Deep learning of volumetric 3D CNN for fMRI in Alzheimer's disease classification

L. Rodney Long, Brian Nutter, Sameer K. Antani, 2020, Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging.

Biomedical Image Retrieval Using Multimodal Context and Concept Feature Spaces

George R. Thoma, Dina Demner-Fushman, Sameer K. Antani, 2011, MCBR-CDS.

SPIRS: A Web-based image retrieval system for large biomedical databases

L. Rodney Long, George R. Thoma, Sameer K. Antani, 2009, Int. J. Medical Informatics.

Visualization and Interpretation of Convolutional Neural Network Predictions in Detecting Pneumonia in Pediatric Chest Radiographs

Sameer Antani, In Cheol Kim, George R. Thoma, 2018, Applied sciences.

Visualizing and explaining deep learning predictions for pneumonia detection in pediatric chest radiographs

George R. Thoma, Sema Candemir, Sameer K. Antani, 2019, Medical Imaging.

Automatic screening for tuberculosis in chest radiographs: a survey.

A. Karargyris, L. Folio, Stefan Jaeger, 2013, Quantitative imaging in medicine and surgery.

Network Visualization and Pyramidal Feature Comparison for Ablative Treatability Classification Using Digitized Cervix Images

L. R. Long, Kanan T. Desai, M. Schiffman, 2021, Journal of clinical medicine.

Analyzing inter-reader variability affecting deep ensemble learning for COVID-19 detection in chest radiographs

Sivaramakrishnan Rajaraman, Sudhir Sornapudi, Sameer K Antani, 2020, PloS one.

A unified set of analysis tools for uterine cervix image segmentation

L. Rodney Long, George R. Thoma, Zhiyun Xue, 2010, Comput. Medical Imaging Graph..

Evaluation of uterine cervix segmentations using ground truth from multiple experts

Shelly Lotenberg, Shiri Gordon, Hayit Greenspan, 2009, Comput. Medical Imaging Graph..

Automatic evaluation of uterine cervix segmentations

Shelly Lotenberg, Shiri Gordon, Rodney Long, 2007, SPIE Medical Imaging.

Weakly Labeled Data Augmentation for Deep Learning: A Study on COVID-19 Detection in Chest X-Rays

S. Rajaraman, Sameer Kiran Antani, 2020, Diagnostics.

Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-Rays

Sameer K. Antani, Sivaramakrishnan Rajaraman, Philip O. Alderson, 2020, IEEE Access.

Modality-Specific Deep Learning Model Ensembles Toward Improving TB Detection in Chest Radiographs

Sameer K. Antani, Sivaramakrishnan Rajaraman, S. Rajaraman, 2020, IEEE Access.

Multimodal Recurrent Model with Attention for Automated Radiology Report Generation

Tao Xu, Yuan Xue, L. Rodney Long, 2018, MICCAI.

Edge map analysis in chest X-rays for automatic pulmonary abnormality screening

George R. Thoma, Sameer K. Antani, Szilárd Vajda, 2016, International Journal of Computer Assisted Radiology and Surgery.

Design and Development of a Multimodal Biomedical Information Retrieval System

George R. Thoma, Dina Demner-Fushman, Sameer K. Antani, 2012, J. Comput. Sci. Eng..

Harnessing Machine Intelligence in Automatic Echocardiogram Analysis: Current Status, Limitations, and Future Directions

Sameer Antani, Wen Li, Ghada Zamzmi, 2020, IEEE Reviews in Biomedical Engineering.

Automatic medical image annotation and retrieval

Zhongfei Zhang, Jian Yao, L. Rodney Long, 2008, Neurocomputing.

Multi-feature based benchmark for cervical dysplasia classification evaluation

Tao Xu, Han Zhang, L. Rodney Long, 2017, Pattern Recognit..

Synthetic Augmentation and Feature-based Filtering for Improved Cervical Histopathology Image Classification pdf

Sameer Antani, L. Rodney Long, Xiaolei Huang, 2019, MICCAI.

Tissue classification using cluster features for lesion detection in digital cervigrams

Jose Jeronimo, L. Rodney Long, Xiaolei Huang, 2008, SPIE Medical Imaging.

Comparative performance analysis of cervix ROI extraction and specular reflection removal algorithms for uterine cervix image analysis

Jose Jeronimo, L. Rodney Long, George R. Thoma, 2007, SPIE Medical Imaging.

A fusion-based approach for uterine cervical cancer histology image classification

R. Joe Stanley, L. Rodney Long, Cheng Lu, 2013, Comput. Medical Imaging Graph..

Synthetic Sample Selection via Reinforcement Learning

Sameer Antani, L. Rodney Long, Xiaolei Huang, 2020, MICCAI.

Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays

Alexandros Karargyris, George R. Thoma, Zhiyun Xue, 2015, International Journal of Computer Assisted Radiology and Surgery.

Ensemble Deep Learning for Cervix Image Selection toward Improving Reliability in Automated Cervical Precancer Screening

Sameer Antani, Zhiyun Xue, Karen Yeates, 2020, Diagnostics.

Interactive cross and multimodal biomedical image retrieval based on automatic region-of-interest (ROI) identification and classification

Daekeun You, George R. Thoma, Dina Demner-Fushman, 2014, International Journal of Multimedia Information Retrieval.

Towards the Creation of a Visual Ontology of Biomedical Imaging Entities

Daekeun You, George R. Thoma, Dina Demner-Fushman, 2012, AMIA.

Optic Disc and Cup Segmentation for Glaucoma Characterization Using Deep Learning

Sameer Antani, Emily Y. Chew, Jongwoo Kim, 2019, 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS).

Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears

Sameer Antani, Yasmin M. Kassim, Kannappan Palaniappan, 2020, IEEE Journal of Biomedical and Health Informatics.

Detection and visualization of abnormality in chest radiographs using modality-specific convolutional neural network ensembles

Incheol Kim, Sameer K. Antani, Sivaramakrishnan Rajaraman, 2020, PeerJ.

Assessment of an ensemble of machine learning models toward abnormality detection in chest radiographs

S. Antani, S. Rajaraman, S. Sornapudi, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Visual Interpretation of Convolutional Neural Network Predictions in Classifying Medical Image Modalities

Sameer Antani, Incheol Kim, Sivaramakrishnan Rajaraman, 2019, Diagnostics.

Visualizing Salient Network Activations in Convolutional Neural Networks for Medical Image Modality Classification

Sameer Antani, Sivaramakrishnan Rajaraman, S. Rajaraman, 2018, RTIP2R.

A novel stacked generalization of models for improved TB detection in chest radiographs

George R. Thoma, Zhiyun Xue, Sema Candemir, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Window Classification of Brain CT Images in Biomedical Articles

L. Rodney Long, George R. Thoma, Dina Demner-Fushman, 2012, AMIA.

CBIR of Spine X-Ray Images on Inter-Vertebral Disc Space and Shape Profiles

Yuchou Chang, Dah-Jye Lee, L. Rodney Long, 2008, 2008 21st IEEE International Symposium on Computer-Based Medical Systems.

A Spine X-Ray Image Retrieval System Using Partial Shape Matching

Dah-Jye Lee, L. Rodney Long, Sameer K. Antani, 2008, IEEE Transactions on Information Technology in Biomedicine.

Evaluation of shape similarity measurement methods for spine X-ray images

L. Rodney Long, George R. Thoma, Sameer K. Antani, 2004, J. Vis. Commun. Image Represent..

Dah-Jye Lee, L. Rodney Long, Sameer K. Antani, 2003, SPIE Medical Imaging.

Evaluation of shape indexing methods for content-based retrieval of x-ray images

Dah-Jye Lee, L. Rodney Long, George R. Thoma, 2003, IS&T/SPIE Electronic Imaging.

CBIR of spine X-ray images on inter-vertebral disc space and shape proﬁles using feature ranking and voting consensus

L. R. Long, Yuchou Chang, Dah-Jye Lee, 2022 .

Image analysis techniques for characterizing disc space narrowing in cervical vertebrae interfaces.

Rodney Long, Sameer Antani, George Thoma, 2004, Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society.

A Learning-Based Similarity Fusion and Filtering Approach for Biomedical Image Retrieval Using SVM Classification and Relevance Feedback

George R. Thoma, Sameer K. Antani, Md. Mahmudur Rahman, 2011, IEEE Transactions on Information Technology in Biomedicine.

Content-Based Image Retrieval in Medicine: Retrospective Assessment, State of the Art, and Future Directions

Thomas Martin Deserno, L. Rodney Long, George R. Thoma, 2009, Int. J. Heal. Inf. Syst. Informatics.

Optimal embedding for shape indexing in medical image databases

Hemant D. Tagare, Xiaoning Qian, L. Rodney Long, 2010, Medical Image Anal..

Comparative study of spine vertebra shape retrieval using learning-based feature selection

L. Rodney Long, George R. Thoma, Haiying Guan, 2009, 2009 22nd IEEE International Symposium on Computer-Based Medical Systems.

Size-invariant descriptors for detecting regions of abnormal growth in cervical vertebrae

R. Joe Stanley, L. Rodney Long, George R. Thoma, 2008, Comput. Medical Imaging Graph..

Anterior osteophyte discrimination in lumbar vertebrae using size-invariant features.

Rodney Long, Sameer Antani, George Thoma, 2004, Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society.

Evaluating Partial Shape Queries for Pathology-based Retrieval of Vertebra

Sameer Antani, L. Rodney Long, George R. Thoma, 2004 .

Multimodal Entity Coreference for Cervical Dysplasia Diagnosis

Jeff Heflin, Hector Muñoz-Avila, L. Rodney Long, 2015, IEEE Transactions on Medical Imaging.

Deep Learning for Smartphone-Based Malaria Parasite Detection in Thick Blood Smears

Sameer Antani, Jian Yu, Hang Yu, 2020, IEEE Journal of Biomedical and Health Informatics.

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, L. Rodney Long, Sameer K. Antani, 2004, Proceedings. 17th IEEE Symposium on Computer-Based Medical Systems.

Balancing the Role of Priors in Multi-Observer Segmentation Evaluation

Daniel P. Lopresti, L. Rodney Long, George R. Thoma, 2009, J. Signal Process. Syst..

A query expansion framework in image retrieval domain based on local and global analysis

George R. Thoma, Sameer K. Antani, Md. Mahmudur Rahman, 2011, Inf. Process. Manag..

Multi-modal Query Expansion Based on Local Analysis for Medical Image Retrieval

L. Rodney Long, George R. Thoma, Dina Demner-Fushman, 2009, MCBR-CDS.

Overview of the ImageCLEF 2012 Medical Image Retrieval and Classification Tasks

Henning Müller, Alba Garcia Seco de Herrera, Dina Demner-Fushman, 2012, CLEF.

Deep Learning Nuclei Detection in Digitized Histology Images by Superpixels

Sameer Antani, William V. Stoecker, Rodney Long, 2018, Journal of pathology informatics.

Automated Chest X-Ray Screening: Can Lung Region Symmetry Help Detect Pulmonary Abnormalities?

Sameer Antani, K. C. Santosh, K. Santosh, 2018, IEEE Transactions on Medical Imaging.

Performance evaluation of deep neural ensembles toward malaria parasite detection in thin-blood smear images

Sameer K. Antani, Sivaramakrishnan Rajaraman, Stefan Jaeger, 2019, PeerJ.

A decade of community-wide efforts in advancing medical image understanding and retrieval

Henning Müller, Dina Demner-Fushman, Sameer K. Antani, 2015, Comput. Medical Imaging Graph..

Comparing Deep Learning Models for Multi-cell Classification in Liquid-based Cervical Cytology Images

L. R. Long, Z. Xue, G. T. Brown, 2019, AMIA.

Biomedical image representation approach using visualness and spatial information in a concept feature space for interactive region-of-interest-based retrieval

Dina Demner-Fushman, George R Thoma, Md Mahmudur Rahman, 2015, Journal of medical imaging.

Detecting tuberculosis in radiographs using combined lung masks

Alexandros Karargyris, George R. Thoma, Sameer K. Antani, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Automated Detection of Lung Diseases in Chest X-Rays

Sameer Antani, S. Antani, M. Kohli, 2015 .

Biomedical Image Retrieval in a Fuzzy Feature Space with Affine Region Detection and Vector Quantization of a Scale-Invariant Descriptor

George R. Thoma, Sameer K. Antani, Md. Mahmudur Rahman, 2010, ISVC.

Extraction of special effects caption text events from digital video

David J. Crandall, Rangachar Kasturi, Sameer K. Antani, 2003, International Journal on Document Analysis and Recognition.

Robust extraction of text in video

David J. Crandall, Rangachar Kasturi, Sameer K. Antani, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

A Framework for Reliable Text Based Indexing of Video

David J. Crandall, R. Kasturi, S. Antani, 2015 .

Nuclei-Based Features for Uterine Cervical Cancer Histology Image Analysis With Fusion-Based Classification

R. Joe Stanley, Randy H. Moss, L. Rodney Long, 2016, IEEE Journal of Biomedical and Health Informatics.

Automatically Finding Images for Clinical Decision Support

Farshad Fotouhi, Sameer K. Antani, Mohammad-Reza Siadat, 2007, Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007).

Interactive publications: creation and usage

Sameer Antani, George R. Thoma, Glenn Ford, 2006, Electronic Imaging.

Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs

Alexandros Karargyris, George R. Thoma, Zhiyun Xue, 2018, Journal of Medical Systems.

Lessons learned in developing a low-cost high performance medical imaging cluster

Dah-Jye Lee, L. Rodney Long, Sameer K. Antani, 2009, 2009 22nd IEEE International Symposium on Computer-Based Medical Systems.

Automatic heart localization and radiographic index computation in chest x-rays

George R. Thoma, Zhiyun Xue, Sema Candemir, 2016, SPIE Medical Imaging.

Content-based Image Retrieval for Scientific Literature Access

L. R. Long, T M Deserno, S Antani, 2009, Methods of Information in Medicine.

Visualizing temporal brain-state changes for fMRI using t-distributed stochastic neighbor embedding

Rodney Long, Sameer Antani, Brian Nutter, 2021, Journal of medical imaging.

Assessment of Data Augmentation Strategies Toward Performance Improvement of Abnormality Classification in Chest Radiographs

L. Rodney Long, Prasanth Ganesan, Sameer K. Antani, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A demonstration of automated visual evaluation of cervical images taken with a smartphone camera

L. R. Long, M. Schiffman, M. Einstein, 2020, International journal of cancer.

Local-global classifier fusion for screening chest radiographs

Sameer Antani, George R. Thoma, Zhiyun Xue, 2017, Medical Imaging.

Extraction of endoscopic images for biomedical figure classification

Sameer Antani, Daekeun You, George R. Thoma, 2015, Medical Imaging.

Echo Doppler Flow Classification and Goodness Assessment with Convolutional Neural Networks

Sameer Antani, Ghada Zamzmi, Li-Yueh Hsu, 2019, 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA).

Visualization and Detection of Changes in Brain States Using t-SNE

L. Rodney Long, Brian Nutter, Sameer K. Antani, 2020, 2020 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI).

CNN-based image analysis for malaria diagnosis

Xiangji Huang, Kannappan Palaniappan, Peng Guo, 2016, 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Malaria Screener: a smartphone application for automated malaria screening

Sameer Antani, Kannappan Palaniappan, Richard J. Maude, 2020, BMC Infectious Diseases.

Smartphone Application

Richard J. Maude, Kamolrat Silamut, Stefan Jaeger, 2020, Definitions.

Selective Synthetic Augmentation with Quality Assurance pdf

L. Rodney Long, Xiaolei Huang, Yuan Xue, 2019, ArXiv.

Multimodal biomedical image indexing and retrieval using descriptive text and global feature mapping

Matthew S. Simpson, Dina Demner-Fushman, G. Thoma, 2014, Information Retrieval.

Line Segment-Based Stitched Multipanel Figure Separation for Effective Biomedical CBIR

George R. Thoma, Sameer K. Antani, K. C. Santosh, 2017, Int. J. Pattern Recognit. Artif. Intell..

Stitched Multipanel Biomedical Figure Separation

George R. Thoma, Sameer K. Antani, K. C. Santosh, 2015, 2015 IEEE 28th International Symposium on Computer-Based Medical Systems.

Open-iSM: imaging, informatics, natural language processing, and multi-modal information retrieval – research and development

Suchet K. Chachra, Dina Demner-Fushman, Sameer Kiran Antani, 2016 .

NLM at imageCLEF2015: Biomedical Multipanel Figure Separation

George R. Thoma, Zhiyun Xue, Sameer K. Antani, 2015, CLEF.

Literature-based biomedical image classification and retrieval

Daekeun You, George R. Thoma, Dina Demner-Fushman, 2015, Comput. Medical Imaging Graph..

Annotation and retrieval of clinically relevant images

George R. Thoma, Dina Demner-Fushman, Sameer K. Antani, 2009, Int. J. Medical Informatics.

A medical image retrieval framework in correlation enhanced visual concept feature space

George R. Thoma, Sameer K. Antani, Md. Mahmudur Rahman, 2009, 2009 22nd IEEE International Symposium on Computer-Based Medical Systems.

ITI's Participation in the ImageCLEF 2012 Medical Retrieval and Classification Tasks

Daekeun You, George R. Thoma, Dina Demner-Fushman, 2012, CLEF.

Text and Content-based Approaches to Image Modality Classification and Retrieval for the ImageCLEF 2011 Medical Retrieval Track

George R. Thoma, Dina Demner-Fushman, Sameer K. Antani, 2011, CLEF.

Text- and Content-based Approaches to Image Modality Detection and Retrieval for the ImageCLEF 2010 Medical Retrieval Track

George R. Thoma, Dina Demner-Fushman, Sameer K. Antani, 2010, CLEF.

Text- and Content-based Approaches to Image Retrieval for the ImageCLEF 2009 Medical Retrieval Track

Matthew S. Simpson, Dina Demner-Fushman, G. Thoma, 2009, CLEF.

Combining Medical Domain Ontological Knowledge and Low-level Image Features for Multimedia Indexing

George R. Thoma, Sameer K. Antani, Matthew S. Simpson, 2008 .

Detecting drug-resistant tuberculosis in chest radiographs

George R. Thoma, Feng Yang, Sema Candemir, 2018, International Journal of Computer Assisted Radiology and Surgery.

NLM at ImageCLEF 2017 Caption Task

Asma Ben Abacha, Alba Garcia Seco de Herrera, Dina Demner-Fushman, 2017, CLEF.

Text- and content-based biomedical image modality classification

Sameer Antani, Daekeun You, George R. Thoma, 2013, Medical Imaging.

Deep Learning for Assessing Image Focus for Automated Cervical Cancer Screening

L. Rodney Long, Peng Guo, Zhiyun Xue, 2019, 2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI).

Pattern Recognition Methods in Image and Video Databases: Past, Present and Future

Ramesh C. Jain, Rangachar Kasturi, Sameer K. Antani, 1998, SSPR/SPR.

Performance characterization and comparison of video indexing algorithms

Ullas Gargi, Rangachar Kasturi, Sameer K. Antani, 1998, Proceedings. 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.98CB36231).

Detecting and Segmenting White Blood Cells in Microscopy Images of Thin Blood Smears

George R. Thoma, Sameer K. Antani, Hang Yu, 2017, 2017 IEEE Applied Imagery Pattern Recognition Workshop (AIPR).

Customized hybrid level sets for automatic lung segmentation in chest x-ray images

L. Rodney Long, George R. Thoma, Sameer K. Antani, 2013, Medical Imaging.

Multiphase Level Set Model with Local K-means Energy for Histology Image Segmentation

Sameer Antani, L. Rodney Long, Lei He, 2011, 2011 IEEE First International Conference on Healthcare Informatics, Imaging and Systems Biology.

Distribution fitting-based pixel labeling for histology image segmentation

L. Rodney Long, George R. Thoma, Lei He, 2011, Medical Imaging.

Local and global Gaussian mixture models for hematoxylin and eosin stained histology image segmentation

L. Rodney Long, George R. Thoma, Lei He, 2010, 2010 10th International Conference on Hybrid Intelligent Systems.

Automated Text Detection and Recognition in Annotated Biomedical Publication Images

R. Joe Stanley, L. Rodney Long, George R. Thoma, 2014, Int. J. Heal. Inf. Syst. Informatics.

Content-Based Image Retrieval for Large Biomedical Image Archives

L. Rodney Long, George R. Thoma, Sameer K. Antani, 2004, MedInfo.

Parasite Detection in Thick Blood Smears Based on Customized Faster-RCNN on Smartphones

Sameer Antani, Kamolrat Silamut, Richard J Maude, 2019, 2019 IEEE Applied Imagery Pattern Recognition Workshop (AIPR).

RSILC: Rotation- and Scale-Invariant, Line-based Color-aware descriptor

George R. Thoma, Sema Candemir, Sameer K. Antani, 2015, Image Vis. Comput..

Biomedical article retrieval using multimodal features and image annotations in region-based CBIR

Venu Govindaraju, Daekeun You, George R. Thoma, 2010, Electronic Imaging.

Unified deep neural network for segmentation and labeling of multipanel biomedical figures

Sameer Antani, Jie Zou, George R. Thoma, 2020, J. Assoc. Inf. Sci. Technol..

Localizing and Recognizing Labels for Multi-Panel Figures in Biomedical Journals

Jie Zou, George R. Thoma, Sameer K. Antani, 2017, 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR).

Image retrieval from scientific publications: Text and image content processing to separate multipanel figures

Daekeun You, George R. Thoma, Dina Demner-Fushman, 2013, J. Assoc. Inf. Sci. Technol..

Automatic segmentation of subfigure image panels for multimodal biomedical document retrieval

R. Joe Stanley, George R. Thoma, Beibei Cheng, 2011, Electronic Imaging.

Automatic extraction of mosaic patterns in uterine cervix images

L. Rodney Long, George R. Thoma, Zhiyun Xue, 2010, 2010 IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS).

Using Crowdsourcing for Multi-label Biomedical Compound Figure Annotation

Henning Müller, Alba Garcia Seco de Herrera, Roger Schaer, 2016, LABELS/DLMIA@MICCAI.

Deep learning for nuclei segmentation and cell classification in cervical liquid based cytology

Sameer Antani, Zhiyun Xue, Rodney Long, 2020, Medical Imaging.

Gujarati character recognition

Sameer Antani, Lalitha Agnihotri, L. Agnihotri, 1999, Proceedings of the Fifth International Conference on Document Analysis and Recognition. ICDAR '99 (Cat. No.PR00318).

Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps pdf

Ketan Mayer-Patel, Ramesh C. Jain, Klara Nahrstedt, 2019, ArXiv.

Named entity recognition in functional neuroimaging literature

Ke Wang, L. Rodney Long, Asma Ben Abacha, 2017, 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Convolutional Neural Network Based Localized Classification of Uterine Cervical Cancer Digital Histology Images.

Sameer Antani, R. Joe Stanley, George R. Thoma, 2017, Procedia Computer Science.

A hybrid watershed method for cell image segmentation

Sunanda Mitra, L. Rodney Long, Brian Nutter, 2012, 2012 IEEE Southwest Symposium on Image Analysis and Interpretation.

Comparing deep learning models for population screening using chest radiography

George R. Thoma, Zhiyun Xue, Sema Candemir, 2018, Medical Imaging.

Automatic Detection of Anatomical Landmarks in Uterine Cervix Images

Shelly Lotenberg, Shiri Gordon, Hayit Greenspan, 2009, IEEE Transactions on Medical Imaging.

e-HealtH tecHnologies

G. Thoma, Leif Neve, Sameer Kiran Antani, 2012 .

Local concept-based medical image retrieval with correlation-enhanced similarity matching based on global analysis

George R. Thoma, Sameer K. Antani, Md. Mahmudur Rahman, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops.

People Locator: A System for Family Reunification

George R. Thoma, Sameer K. Antani, Leif Neve, 2012, IT Professional.

Accelerating Super-Resolution and Visual Task Analysis in Medical Images

Sameer Antani, Ghada Zamzmi, Sivaramakrishnan Rajaraman, 2020 .

A hierarchical SVG image abstraction layer for medical imaging

Sameer Antani, L. Rodney Long, Xiaolei Huang, 2010, Medical Imaging.

Minimizing the semantic gap in biomedical content-based image retrieval

Sameer Antani, L. Rodney Long, George R. Thoma, 2010, Medical Imaging.

Bridging the semantic gap using Ranking SVM for image retrieval

L. Rodney Long, George R. Thoma, Haiying Guan, 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Atlas-based rib-bone detection in chest X-rays

Ulas Bagci, George R. Thoma, Sema Candemir, 2016, Comput. Medical Imaging Graph..

Indexing text events in digital video databases

Ullas Gargi, Rangachar Kasturi, Sameer K. Antani, 1998, Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).

Large image modality labeling initiative using semi-supervised and optimized clustering

G. Thoma, D. You, Sameer Kiran Antani, 2015, International Journal of Multimedia Information Retrieval.

National Library of Medicine (NLM) at ImageCLEF2015: Medical Clustering Task

George R. Thoma, Sameer K. Antani, Szilárd Vajda, 2015, CLEF.

Multimodal biomedical image retrieval using hierarchical classification and modality fusion

Daekeun You, George R. Thoma, Dina Demner-Fushman, 2013, International Journal of Multimedia Information Retrieval.

Creating a classification of image types in the medical literature for visual categorization

Sameer Antani, Henning Müller, Dina Demner-Fushman, 2012, Other Conferences.

Detecting and segmenting overlapping red blood cells in microscopic images of thin blood smears

Hamed Sari-Sarraf, George R. Thoma, Sameer K. Antani, 2018, Medical Imaging.

U.S. National Library of Medicine 72nd Meeting of the LHNCBC Board of Scientific Counselors September 6-7, 2018 Malaria Screening: Research into Image Analysis and Deep Learning

M. Poostchi, Feng Yang, Stefan Jaeger, 2018 .

Unified Representation Learning for Efficient Medical Image Analysis

Ghada Zamzmi, S. Rajaraman, Sameer Kiran Antani, 2020, ArXiv.

Deep Learning for Grading Cardiomegaly Severity in Chest X-Rays: An Investigation

Sameer Antani, Sivaramakrishnan Rajaraman, Sema Candemir, 2018, 2018 IEEE Life Sciences Conference (LSC).

Training custom modality-specific U-Net models with weak localizations for improved Tuberculosis segmentation and localization pdf

Sameer Antani, Sivaramakrishnan Rajaraman, Les Folio, 2021, ArXiv.

Interpreting Deep Ensemble Learning through Radiologist Annotations for COVID-19 Detection in Chest Radiographs

S. Sornapudi, S. Rajaraman, P. O. Alderson, 2020, medRxiv.

Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-Rays

Lucas S. Folio, L. Folio, P. Alderson, 2020, IEEE Access.

Automatic Tuberculosis Screening Using Chest Radiographs

Fiona M. Callaghan, C. McDonald, A. Karargyris, 2014, IEEE Transactions on Medical Imaging.

How far have we come? Artificial intelligence for chest radiograph interpretation.

K. Kallianos, J. Mongan, S. Antani, 2019, Clinical radiology.

Visualizing abnormalities in chest radiographs through salient network activations in Deep Learning

R. Sivaramakrishnan, S. Antani, Z. Xue, 2017, 2017 IEEE Life Sciences Conference (LSC).

Chest X-ray Image View Classification

Daekeun You, L. Rodney Long, George R. Thoma, 2015, 2015 IEEE 28th International Symposium on Computer-Based Medical Systems.

Assessment of Data Augmentation Strategies Toward Performance Improvement of Abnormality Classification in Chest Radiographs

B. Ghoraani, S. Rajaraman, Prasanth Ganesan, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Multimodal Entity Coreference for Cervical Dysplasia Diagnosis

Xiaolei Huang, J. Heflin, Hector Muñoz-Avila, 2015, IEEE Transactions on Medical Imaging.

DiiS: A Biomedical Data Access Framework for Aiding Data Driven Research Supporting FAIR Principles

Jacob D. Furst, Sameer Antani, Alexander Rasin, 2019, Data.

f-Sim: A quasi-realistic fMRI simulation toolbox using digital brain phantom and modeled noise

Xiangyu Liu, Sunanda Mitra, L. Rodney Long, 2018, 2018 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI).

The role of location for family reunification during disasters

George R. Thoma, Sameer K. Antani, Leif Neve, 2012, HealthGIS '12.

Automated Detection of Lung Diseases in Chest X-Rays A Report to the Board of Scientific Counselors

S. Antani, Sameer Kiran Antani, 2015 .

Image informatics at a national research center.

George R Thoma, Sameer K Antani, L Rodney Long, 2005, Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society.

Face Matching for Post-Disaster Family Reunification

George R. Thoma, Sameer K. Antani, Szilárd Vajda, 2013, 2013 IEEE International Conference on Healthcare Informatics.

Improving face image extraction by using deep learning technique

Sameer Antani, George R. Thoma, Dina Demner-Fushman, 2016, SPIE Medical Imaging.

Geographically Distributed Complementary Content-Based Image Retrieval Systems for Biomedical Image Informatics

Thomas Martin Deserno, L. Rodney Long, George R. Thoma, 2007, MedInfo.

Text- and Content-based Approaches to Image Retrieval for the ImageCLEF 2009 Medical Retrieval Track

Matthew S. Simpson, Dina Demner-Fushman, G. Thoma, 2009, Conference and Labs of the Evaluation Forum.

Using relevant regions in image search and query refinement for medical CBIR

Sameer Antani, L. Rodney Long, Dina Demner-Fushman, 2011, Medical Imaging.

Automatic identification of ROI in figure images toward improving hybrid (text and image) biomedical document retrieval

Venu Govindaraju, Daekeun You, George R. Thoma, 2011, Electronic Imaging.

A Report to the Board of Scientific Counselors September 2010; Combining Text and Visual Features for Biomedical Information Retrieval

Dina Demner-Fushman, Mahmudur Rahman, Sameer Kiran Antani, 2010 .

Assessment of an ensemble of machine learning models toward abnormality detection in chest radiographs

M. Kohli, S. Rajaraman, Sameer Kiran Antani, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Overview of the ImageCLEF 2013 Medical Tasks

Henning Müller, Alba Garcia Seco de Herrera, Dina Demner-Fushman, 2013, CLEF.