Sameer K. Antani

293 papers A* 3A 8B 57C 4Misc 4Journal 103Unranked 109

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-task Cross-modal Learning for Chest X-ray Image Retrieval. CoRR Zhaohui Liang, Sivaramakrishnan Rajaraman, Niccolò Marini, Zhiyun Xue, Sameer K. Antani
2025	—	`conf`	Detecting Oral Cancer Using Tabular Deep Learning. COINS Zhiyun Xue, Zhaohui Liang, Sivaramakrishnan Rajaraman, Niccolò Marini, Sameer K. Antani
2025	J	`jnl`	Evaluating Strategies for Synthesizing Clinical Notes for Medical Multimodal AI. CoRR Niccolò Marini, Zhaohui Liang, Sivaramakrishnan Rajaraman, Zhiyun Xue, Sameer K. Antani
2025	—	`conf`	Oral Cancer Detection by Using Tabular Data Synthesis and Classification. ICDM (Workshops) Zhiyun Xue, Sivaramakrishnan Rajaraman, Zhaohui Liang, Niccolò Marini, Sameer K. Antani
2025	B	`conf`	The Hidden Threat of Hallucinations in Binary Chest X-Ray Pneumonia Classification. CBMS Sivaramakrishnan Rajaraman, Zhaohui Liang, Niccolò Marini, Zhiyun Xue, Sameer K. Antani
2024	—	`conf`	Addressing Class Imbalance with Latent Diffusion-based Data Augmentation for Improving Disease Classification in Pediatric Chest X-rays. BIBM Sivaramakrishnan Rajaraman, Zhaohui Liang, Zhiyun Xue, Sameer K. Antani
2024	J	`jnl`	Biomedical heterogeneous data categorization and schema mapping toward data integration. Frontiers Big Data Priya Deshpande, Alexander Rasin, Roselyne Tchoua, Jacob D. Furst, Daniela Raicu, Michiel Schinkel, Hari Trivedi, Sameer K. Antani
2024	—	`conf`	Covid-19 Pneumonia Chest X-Ray Pattern Synthesis by Stable Diffusion. SSIAI Zhaohui Liang, Zhiyun Xue, Sivaramakrishnan Rajaraman, Sameer K. Antani
2024	J	`jnl`	Noise-induced modality-specific pretext learning for pediatric chest X-ray image classification. Frontiers Artif. Intell. Sivaramakrishnan Rajaraman, Zhaohui Liang, Zhiyun Xue, Sameer K. Antani
2024	J	`jnl`	Semantically redundant training data removal and deep model classification performance: A study with chest X-rays. Comput. Medical Imaging Graph. Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer K. Antani
2024	—	`conf`	Spatio-Functional Parcellation of Resting State fMRI. SSIAI Harshit Parmar, Brian Nutter, Sunanda Mitra, L. Rodney Long, Sameer K. Antani
2023	—	`conf`	A Comparative Study of Fairness in Medical Machine Learning. ISBI Tochi Oguguo, Ghada Zamzmi, Sivaramakrishnan Rajaraman, Feng Yang, Zhiyun Xue, Sameer K. Antani
2023	—	`conf`	A Study on Reducing Big Data Image Annotation Burden Through Iterative Expert-In-The-Loop Strategy. BIBM Evanjelin Mahmoodi, Zhiyun Xue, Sivaramakrishnan Rajaraman, Sameer K. Antani
2023	J	`jnl`	Assessing Inter-Annotator Agreement for Medical Image Segmentation. IEEE Access Feng Yang, Ghada Zamzmi, Sandeep Angara, Sivaramakrishnan Rajaraman, André Aquilina, Zhiyun Xue, Stefan Jäger, Emmanouil Papagiannakis, Sameer K. Antani
2023	—	`conf`	Automatic Quantification of COVID-19 Pulmonary Edema by Self-supervised Contrastive Learning. MILLanD@MICCAI Zhaohui Liang, Zhiyun Xue, Sivaramakrishnan Rajaraman, Feng Yang, Sameer K. Antani
2023	J	`jnl`	Can deep adult lung segmentation models generalize to the pediatric population? Expert Syst. Appl. Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer K. Antani
2023	J	`jnl`	Does image resolution impact chest X-ray based fine-grained Tuberculosis-consistent lesion segmentation? CoRR Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer K. Antani
2023	—	`conf`	Emergency Department Wait Time Forecast based on Semantic and Time Series Patterns in COVID-19 Pandemic. BIBM Zhaohui Liang, Zhiyun Xue, Yang Feng, Sivaramakrishnan Rajaraman, Jimmy Xiangji Huang, Sameer K. Antani
2023	J	`jnl`	Guest Editorial Multimodal Learning in Medical Imaging Informatics. IEEE J. Biomed. Health Informatics KC Santosh, Sameer K. Antani
2023	—	`ed.`	Medical Image Learning with Limited and Noisy Data - Second International Workshop, MILLanD 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings MILLanD@MICCAI Zhiyun Xue, Sameer K. Antani, Ghada Zamzmi, Feng Yang, Sivaramakrishnan Rajaraman, Sharon Xiaolei Huang, Marius George Linguraru, Zhaohui Liang
2023	J	`jnl`	Semantically Redundant Training Data Removal and Deep Model Classification Performance: A Study with Chest X-rays. CoRR Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer K. Antani
2023	J	`jnl`	Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric Chest X-ray images. CoRR Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer K. Antani
2022	J	`jnl`	Advances in Deep Learning for Tuberculosis Screening using Chest X-rays: The Last 5 Years Review. J. Medical Syst. KC Santosh, Siva Allu, Sivaramakrishnan Rajaraman, Sameer K. Antani
2022	J	`jnl`	Annotations of Lung Abnormalities in the Shenzhen Chest X-ray Dataset for Computer-Aided Screening of Pulmonary Diseases. Data Feng Yang, Pu Xuan Lu, Min Deng, Yi-Xiang J. Wang, Sivaramakrishnan Rajaraman, Zhiyun Xue, Les R. Folio, Sameer K. Antani, Stefan Jäger
2022	—	`conf`	Attention Residual Capsule Network for Dermoscopy Image Classification. CVIP (2) Anabik Pal, Sounak Ray, Sameer K. Antani, Utpal Garain
2022	—	`conf`	Automatic Detection of Oral Lesion Measurement Ruler Toward Computer-Aided Image-Based Oral Cancer Screening. EMBC 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
2022	—	`conf`	Data Characterization for Reliable AI in Medicine. RTIP2R Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhiyun Xue, Sameer K. Antani
2022	J	`jnl`	Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets. CoRR Anabik Pal, Zhiyun Xue, Sameer K. Antani
2022	J	`jnl`	Deep ensemble learning for segmenting tuberculosis-consistent manifestations in chest radiographs. CoRR Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Peng Guo, Zhiyun Xue, Sameer K. Antani
2022	B	`conf`	Extraction of Ruler Markings For Estimating Physical Size of Oral Lesions. ICPR 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
2022	J	`jnl`	Functional Parcellation of fMRI data using multistage k-means clustering. CoRR Harshit S. Parmar, Brian Nutter, L. Rodney Long, Sameer K. Antani, Sunanda Mitra
2022	J	`jnl`	Generalizability of Deep Adult Lung Segmentation Models to the Pediatric Population: A Retrospective Study. CoRR Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer K. Antani
2022	—	`conf`	Image Quality Classification for Automated Visual Evaluation of Cervical Precancer. MILLanD@MICCAI 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, Olusegun Kayode Ajenifuja, Elisabeth Wikstrom, Brian Befano, Silvia De Sanjosé, Mark Schiffman, Sameer K. Antani
2022	J	`jnl`	Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN. Sensors Zhaohui Liang, Jimmy Xiangji Huang, Sameer K. Antani
2022	—	`ed.`	Medical Image Learning with Limited and Noisy Data - First International Workshop, MILLanD 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings MILLanD@MICCAI Ghada Zamzmi, Sameer K. Antani, Ulas Bagci, Marius George Linguraru, Sivaramakrishnan Rajaraman, Zhiyun Xue
2022	—	`conf`	Open-world active learning for echocardiography view classification. Computer-Aided Diagnosis Ghada Zamzmi, Tochi Oguguo, Sivaramakrishnan Rajaraman, Sameer K. Antani
2022	J	`jnl`	Real-time echocardiography image analysis and quantification of cardiac indices. Medical Image Anal. Ghada Zamzmi, Sivaramakrishnan Rajaraman, Li-Yueh Hsu, Vandana Sachdev, Sameer K. Antani
2021	B	`conf`	A Deep Clustering Method For Analyzing Uterine Cervix Images Across Imaging Devices. CBMS Zhiyun Xue, Peng Guo, Kanan T. Desai, Anabik Pal, Kayode O. Ajenifuja, Clement Akinfolarin Adepiti, L. Rodney Long, Mark Schiffman, Sameer K. Antani
2021	J	`jnl`	A bone suppression model ensemble to improve COVID-19 detection in chest X-rays. CoRR Sivaramakrishnan Rajaraman, Gregg Cohen, Les R. Folio, Sameer K. Antani
2021	—	`conf`	An Empirical Study of Vision Transformers for Cervical Precancer Detection. RTIP2R Sandeep Angara, Peng Guo, Zhiyun Xue, Sameer K. Antani
2021	—	`conf`	Cleaning Highly Unbalanced Multisource Image Dataset for Quality Control in Cervical Precancer Screening. RTIP2R 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
2021	J	`jnl`	Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears. IEEE J. Biomed. Health Informatics Yasmin M. Kassim, Kannappan Palaniappan, Feng Yang, Mahdieh Poostchi, Nila Palaniappan, Richard James Maude, Sameer K. Antani, Stefan Jäger
2021	J	`jnl`	Deep Metric Learning for Cervical Image Classification. IEEE Access Anabik Pal, Zhiyun Xue, Brian Befano, Ana Cecilia Rodriguez, L. Rodney Long, Mark Schiffman, Sameer K. Antani
2021	J	`jnl`	Deep multiple-instance learning for abnormal cell detection in cervical histopathology images. Comput. Biol. Medicine Anabik Pal, Zhiyun Xue, Kanan T. Desai, Adekunbiola Aina F. Banjo, Clement Akinfolarin Adepiti, L. Rodney Long, Mark Schiffman, Sameer K. Antani
2021	J	`jnl`	Does deep learning model calibration improve performance in class-imbalanced medical image classification? CoRR Sivaramakrishnan Rajaraman, Prasanth Ganesan, Sameer K. Antani
2021	—	`conf`	Image Augmentation for Improving Automated Eligibility-Classification for Cervical Precancer Ablation Treatment. RTIP2R Peng Guo, Zhiyun Xue, Jose Jeronimo, Julia C. Gage, Kanan T. Desai, Brian Befano, Francisco García, Mark Schiffman, Sameer K. Antani
2021	J	`jnl`	Improved TB classification using bone-suppressed chest radiographs. CoRR Sivaramakrishnan Rajaraman, Ghada Zamzmi, Les R. Folio, Philip O. Alderson, Sameer K. Antani
2021	C	`conf`	Life science and its implications for society - (in addition to COVID-19). ISTAS Sameer K. Antani, Luis Kun, Carole Carey, Thenusha Satsoruban, Nahum Gershon, Mohamad Sawan
2021	J	`jnl`	Multi-loss ensemble deep learning for chest X-ray classification. CoRR Sivaramakrishnan Rajaraman, Ghada Zamzmi, Sameer K. Antani
2021	J	`jnl`	Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification. CoRR Yuan Xue, Jiarong Ye, Qianying Zhou, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Carl Cornwell, Richard Zaino, Keith C. Cheng, Xiaolei Huang
2021	J	`jnl`	Selective synthetic augmentation with HistoGAN for improved histopathology image classification. Medical Image Anal. Yuan Xue, Jiarong Ye, Qianying Zhou, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Carl Cornwell, Richard Zaino, Keith C. Cheng, Xiaolei Huang
2021	B	`conf`	Semi-Supervised Learning for Cervical Precancer Detection. CBMS Sandeep Angara, Peng Guo, Zhiyun Xue, Sameer K. Antani
2021	J	`jnl`	Training custom modality-specific U-Net models with weak localizations for improved Tuberculosis segmentation and localization. CoRR Sivaramakrishnan Rajaraman, Les R. Folio, Jane Dimperio, Philip O. Alderson, Sameer K. Antani
2021	J	`jnl`	Trilateral Attention Network for Real-Time Cardiac Region Segmentation. IEEE Access Ghada Zamzmi, Sivaramakrishnan Rajaraman, Vandana Sachdev, Sameer K. Antani
2021	J	`jnl`	Trilateral Attention Network for Real-time Medical Image Segmentation. CoRR Ghada Zamzmi, Vandana Sachdev, Sameer K. Antani
2020	—	`conf`	Cascading YOLO: automated malaria parasite detection for Plasmodium vivax in thin blood smears. Computer-Aided Diagnosis Feng Yang, Nicolas Quizon, Hang Yu, Kamolrat Silamut, Richard James Maude, Stefan Jaeger, Sameer K. Antani
2020	J	`jnl`	Deep Learning for Smartphone-Based Malaria Parasite Detection in Thick Blood Smears. IEEE J. Biomed. Health Informatics Feng Yang, Mahdieh Poostchi, Hang Yu, Zhou Zhou, Kamolrat Silamut, Jian Yu, Richard James Maude, Stefan Jäger, Sameer K. Antani
2020	—	`conf`	Deep learning of volumetric 3D CNN for fMRI in Alzheimer's disease classification. Biomedical Applications in Molecular, Structural, and Functional Imaging Harshit S. Parmar, Brian Nutter, L. Rodney Long, Sameer K. Antani, Sunanda Mitra
2020	B	`conf`	Enhancing Recall Using Data Cleaning for Biomedical Big Data. CBMS Priya Deshpande, Alexander Rasin, Roselyne Tchoua, Jacob Furst, Daniela Raicu, Sameer K. Antani
2020	J	`jnl`	Feature based Sequential Classifier with Attention Mechanism. CoRR Sudhir Sornapudi, Ronald Joe Stanley, William V. Stoecker, L. Rodney Long, Zhiyun Xue, Rosemary Zuna, Shelliane R. Frazier, Sameer K. Antani
2020	—	`conf`	Fully automated spectral envelope and peak velocity detection from Doppler echocardiography images. Computer-Aided Diagnosis Ghada Zamzmi, Li-Yueh Hsu, Wen Li, Vandana Sachdev, Sameer K. Antani
2020	J	`jnl`	Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-Rays. IEEE Access Sivaramakrishnan Rajaraman, Jenifer Siegelman, Philip O. Alderson, Lucas S. Folio, Les R. Folio, Sameer K. Antani
2020	J	`jnl`	Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-rays. CoRR Sivaramakrishnan Rajaraman, Jenifer Siegelman, Philip O. Alderson, Lucas S. Folio, Les R. Folio, Sameer K. Antani
2020	—	`conf`	Malocclusion Classification on 3D Cone-Beam CT Craniofacial Images Using Multi-Channel Deep Learning Models EMBC Incheol Kim, Dharitri Misra, Laritza Rodriguez, Michael Gill, Denise K. Liberton, Konstantinia Almpani, Janice S. Lee, Sameer K. Antani
2020	J	`jnl`	Modality-Specific Deep Learning Model Ensembles Toward Improving TB Detection in Chest Radiographs. IEEE Access Sivaramakrishnan Rajaraman, Sameer K. Antani
2020	J	`jnl`	Recent trends in image processing and pattern recognition. Multim. Tools Appl. KC Santosh, Sameer K. Antani
2020	B	`conf`	Segmentation of Anterior Tissues in Craniofacial Cone-Beam CT Images. CBMS Dharitri Misra, Michael Gill, Janice S. Lee, Sameer K. Antani
2020	—	`conf`	Synthetic Sample Selection via Reinforcement Learning. MICCAI (1) Jiarong Ye, Yuan Xue, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Keith C. Cheng, Xiaolei Huang
2020	J	`jnl`	Synthetic Sample Selection via Reinforcement Learning. CoRR Jiarong Ye, Yuan Xue, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Keith C. Cheng, Xiaolei Huang
2020	J	`jnl`	Unified Representation Learning for Efficient Medical Image Analysis. CoRR Ghada Zamzmi, Sivaramakrishnan Rajaraman, Sameer K. Antani
2020	J	`jnl`	Unified deep neural network for segmentation and labeling of multipanel biomedical figures. J. Assoc. Inf. Sci. Technol. Jie Zou, George R. Thoma, Sameer K. Antani
2020	—	`conf`	Visualization and Detection of Changes in Brain States Using t-SNE. SSIAI Harshit S. Parmar, Sunanda Mitra, Brian Nutter, L. Rodney Long, Sameer K. Antani
2019	J	`jnl`	A Hybrid Deep Learning and Handcrafted Feature Approach for Cervical Cancer Digital Histology Image Classification. Int. J. Heal. Inf. Syst. Informatics 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
2019	J	`jnl`	A review on lung boundary detection in chest X-rays. Int. J. Comput. Assist. Radiol. Surg. Sema Candemir, Sameer K. Antani
2019	—	`conf`	Assessment of Data Augmentation Strategies Toward Performance Improvement of Abnormality Classification in Chest Radiographs. EMBC Prasanth Ganesan, Sivaramakrishnan Rajaraman, L. Rodney Long, Behnaz Ghoraani, Sameer K. Antani
2019	—	`conf`	Assessment of an ensemble of machine learning models toward abnormality detection in chest radiographs. EMBC Sivaramakrishnan Rajaraman, Sudhir Sornapudi, Marc D. Kohli, Sameer K. Antani
2019	—	`conf`	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. Biomedical Applications in Molecular, Structural, and Functional Imaging Harshit S. Parmar, Brian Nutter, L. Rodney Long, Sameer K. Antani, Sunanda Mitra
2019	Misc	`conf`	Comparing Deep Learning Models for Multi-cell Classification in Liquid-based Cervical Cytology Images. AMIA Sudhir Sornapudi, Gregory T. Brown, Zhiyun Xue, L. Rodney Long, Lisa Allen, Sameer K. Antani
2019	J	`jnl`	Comparing Deep Learning Models for Multi-cell Classification in Liquid-based Cervical Cytology Images. CoRR Sudhir Sornapudi, Gregory T. Brown, Zhiyun Xue, L. Rodney Long, Lisa Allen, Sameer K. Antani
2019	—	`conf`	Deep Learning for Assessing Image Focus for Automated Cervical Cancer Screening. BHI Peng Guo, Sanjana Singh, Zhiyun Xue, L. Rodney Long, Sameer K. Antani
2019	J	`jnl`	DiiS: A Biomedical Data Access Framework for Aiding Data Driven Research Supporting FAIR Principles. Data Priya Deshpande, Alexander Rasin, Jacob Furst, Daniela Raicu, Sameer K. Antani
2019	C	`conf`	Echo Doppler Flow Classification and Goodness Assessment with Convolutional Neural Networks. ICMLA Ghada Zamzmi, Li-Yueh Hsu, Wen Li, Vandana Sachdev, Sameer K. Antani
2019	J	`jnl`	Guest Editorial Small Things and Big Data: Controversies and Challenges in Digital Healthcare. IEEE J. Biomed. Health Informatics Panagiotis D. Bamidis, Stathis Th. Konstantinidis, Pedro Pereira Rodrigues, Sameer K. Antani, Daniela Giordano
2019	B	`conf`	Optic Disc and Cup Segmentation for Glaucoma Characterization Using Deep Learning. CBMS Jongwoo Kim, Loc Q. Tran, Emily Y. Chew, Sameer K. Antani
2019	—	`conf`	Parasite Detection in Thick Blood Smears Based on Customized Faster-RCNN on Smartphones. AIPR Feng Yang, Hang Yu, Kamolrat Silamut, Richard James Maude, Stefan Jäger, Sameer K. Antani
2019	—	`conf`	Performance Evaluation of a Generative Adversarial Network for Deblurring Mobile-phone Cervical Images. EMBC Prasanth Ganesan, Zhiyun Xue, Sanjana Singh, L. Rodney Long, Behnaz Ghoraani, Sameer K. Antani
2019	J	`jnl`	Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps. CoRR 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, Klara Nahrstedt, Shrikanth S. Narayanan, Prem Natarajan, Sharon L. Oviatt, Balakrishnan Prabhakaran, Arnold W. M. Smeulders, Hari Sundaram, Zhengyou Zhang, Michelle X. Zhou
2019	J	`jnl`	Selective Synthetic Augmentation with Quality Assurance. CoRR Yuan Xue, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Xiaolei Huang
2019	—	`conf`	Smartphone-Supported Malaria Diagnosis Based on Deep Learning. MLMI@MICCAI Feng Yang, Hang Yu, Kamolrat Silamut, Richard James Maude, Stefan Jaeger, Sameer K. Antani
2019	—	`conf`	Synthetic Augmentation and Feature-Based Filtering for Improved Cervical Histopathology Image Classification. MICCAI (1) Yuan Xue, Qianying Zhou, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Carl Cornwell, Zhiyun Xue, Xiaolei Huang
2019	J	`jnl`	Synthetic Augmentation and Feature-based Filtering for Improved Cervical Histopathology Image Classification. CoRR Yuan Xue, Qianying Zhou, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Carl Cornwell, Zhiyun Xue, Xiaolei Huang
2019	—	`conf`	Visualizing and explaining deep learning predictions for pneumonia detection in pediatric chest radiographs. Computer-Aided Diagnosis Sivaramakrishnan Rajaraman, Sema Candemir, George R. Thoma, Sameer K. Antani
2018	—	`conf`	A novel stacked generalization of models for improved TB detection in chest radiographs. EMBC Sivaramakrishnan Rajaraman, Sema Candemir, Zhiyun Xue, Philip O. Alderson, Marc D. Kohli, Joseph Abuya, George R. Thoma, Sameer K. Antani
2018	J	`jnl`	Automated Chest X-Ray Screening: Can Lung Region Symmetry Help Detect Pulmonary Abnormalities? IEEE Trans. Medical Imaging KC Santosh, Sameer K. Antani
2018	—	`ch.`	Biomedical Image Data Types and Processing. Encyclopedia of Database Systems (2nd ed.) Sameer K. Antani
2018	B	`conf`	Circle-like foreign element detection in chest x-rays using normalized cross-correlation and unsupervised clustering. Image Processing Fatema Tuz Zohora, Sameer K. Antani, KC Santosh
2018	—	`conf`	Comparing deep learning models for population screening using chest radiography. Computer-Aided Diagnosis Sivaramakrishnan Rajaraman, Sameer K. Antani, Sema Candemir, Zhiyun Xue, Joseph Abuya, Marc D. Kohli, Philip O. Alderson, George R. Thoma
2018	—	`conf`	Detecting and segmenting overlapping red blood cells in microscopic images of thin blood smears. Digital Pathology Golnaz Moallem, Hamed Sari-Sarraf, Mahdieh Poostchi, Richard James Maude, Kamolrat Silamut, Md Amir Hossain, Sameer K. Antani, Stefan Jaeger, George R. Thoma
2018	J	`jnl`	Detecting drug-resistant tuberculosis in chest radiographs. Int. J. Comput. Assist. Radiol. Surg. 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
2018	—	`conf`	Extraction of Aortic Knuckle Contour in Chest Radiographs Using Deep Learning. EMBC Zhiyun Xue, L. Rodney Long, Stefan Jaeger, Les R. Folio, George R. Thoma, Sameer K. Antani
2018	J	`jnl`	Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs. J. Medical Syst. Szilárd Vajda, Alexandros Karargyris, Stefan Jäger, KC Santosh, Sema Candemir, Zhiyun Xue, Sameer K. Antani, George R. Thoma
2018	B	`conf`	Gender Detection from Spine X-Ray Images Using Deep Learning. CBMS Zhiyun Xue, Sivaramakrishnan Rajaraman, L. Rodney Long, Sameer K. Antani, George R. Thoma
2018	—	`conf`	Multimodal Recurrent Model with Attention for Automated Radiology Report Generation. MICCAI (1) Yuan Xue, Tao Xu, L. Rodney Long, Zhiyun Xue, Sameer K. Antani, George R. Thoma, Xiaolei Huang
2018	—	`conf`	Visualizing Salient Network Activations in Convolutional Neural Networks for Medical Image Modality Classification. RTIP2R (2) Sivaramakrishnan Rajaraman, Sameer K. Antani
2018	—	`conf`	f-Sim: A quasi-realistic fMRI simulation toolbox using digital brain phantom and modeled noise. SSIAI Harshit S. Parmar, Xiangyu Liu, Hua Xie, Brian Nutter, Sunanda Mitra, L. Rodney Long, Sameer K. Antani
2017	C	`conf`	A Kernel Support Vector Machine Trained Using Approximate Global and Exhaustive Local Sampling. BDCAT Benjamin Bryant, Hamed Sari-Sarraf, L. Rodney Long, Sameer K. Antani
2017	—	`conf`	Detecting and Segmenting White Blood Cells in Microscopy Images of Thin Blood Smears. AIPR Golnaz Moallem, Mahdieh Poostchi, Hang Yu, Kamolrat Silamut, Nila Palaniappan, Sameer K. Antani, Md Amir Hossain, Richard James Maude, Stefan Jaeger, George R. Thoma
2017	J	`jnl`	Line Segment-Based Stitched Multipanel Figure Separation for Effective Biomedical CBIR. Int. J. Pattern Recognit. Artif. Intell. KC Santosh, Aafaque Aafaque, Sameer K. Antani, George R. Thoma
2017	A	`conf`	Localizing and Recognizing Labels for Multi-Panel Figures in Biomedical Journals. ICDAR Jie Zou, Sameer K. Antani, George R. Thoma
2017	J	`jnl`	Multi-feature based benchmark for cervical dysplasia classification evaluation. Pattern Recognit. Tao Xu, Han Zhang, Cheng Xin, Edward Kim, L. Rodney Long, Zhiyun Xue, Sameer K. Antani, Xiaolei Huang
2017	—	`conf`	NLM at ImageCLEF 2017 Caption Task. CLEF (Working Notes) Asma Ben Abacha, Alba Garcia Seco de Herrera, Soumya Gayen, Dina Demner-Fushman, Sameer K. Antani
2017	—	`conf`	Named entity recognition in functional neuroimaging literature. BIBM Asma Ben Abacha, Alba Garcia Seco de Herrera, Ke Wang, L. Rodney Long, Sameer K. Antani, Dina Demner-Fushman
2017	B	`conf`	Novel Method for Storyboarding Biomedical Videos for Medical Informatics. CBMS Sema Candemir, Sameer K. Antani, Zhiyun Xue, George R. Thoma
2017	—	`conf`	Nuclei Segmentation using a Level Set Active Contour Method and Spatial Fuzzy C-means Clustering. VISIGRAPP (4: VISAPP) Ravali Edulapuram, Ronald Joe Stanley, L. Rodney Long, Sameer K. Antani, George R. Thoma, Rosemary Zuna, William V. Stoecker, Jason R. Hagerty
2017	—	`conf`	Visualizing Deep Learning Activations for Improved Malaria Cell Classification. MIH@KDD Sivarama Krishnan Rajaraman, Sameer K. Antani, Stefan Jaeger
2016	J	`jnl`	A Simple and Efficient Arrowhead Detection Technique in Biomedical Images. Int. J. Pattern Recognit. Artif. Intell. KC Santosh, Naved Alam, Partha Pratim Roy, Laurent Wendling, Sameer K. Antani, George R. Thoma
2016	—	`conf`	Arrowhead detection in biomedical images. Document Recognition and Retrieval KC Santosh, Naved Alam, Partha Pratim Roy, Laurent Wendling, Sameer K. Antani, George R. Thoma
2016	J	`jnl`	Atlas-based rib-bone detection in chest X-rays. Comput. Medical Imaging Graph. Sema Candemir, Stefan Jaeger, Sameer K. Antani, Ulas Bagci, Les R. Folio, Ziyue Xu, George R. Thoma
2016	—	`conf`	Automatic heart localization and radiographic index computation in chest x-rays. Computer-Aided Diagnosis Sema Candemir, Stefan Jaeger, Wilson Lin, Zhiyun Xue, Sameer K. Antani, George R. Thoma
2016	—	`conf`	CNN-based image analysis for malaria diagnosis. BIBM 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
2016	J	`jnl`	Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays. Int. J. Comput. Assist. Radiol. Surg. Alexandros Karargyris, Jenifer Siegelman, Dimitris Tzortzis, Stefan Jaeger, Sema Candemir, Zhiyun Xue, KC Santosh, Szilárd Vajda, Sameer K. Antani, Les R. Folio, George R. Thoma
2016	—	`conf`	Content-Based fMRI Brain Maps Retrieval. BIH Alba Garcia Seco de Herrera, L. Rodney Long, Sameer K. Antani
2016	—	`ed.`	Document Recognition and Retrieval XXIII, San Francisco, California, USA, February 14-18, 2016 Document Recognition and Retrieval Sameer K. Antani, Bart Lamiroy
2016	J	`jnl`	Edge map analysis in chest X-rays for automatic pulmonary abnormality screening. Int. J. Comput. Assist. Radiol. Surg. KC Santosh, Szilárd Vajda, Sameer K. Antani, George R. Thoma
2016	—	`conf`	Image similarity ranking of focal computed tomography liver lesions using a 2AFC technique. Image Perception, Observer Performance, and Technology Assessment Jessica Faruque, Sameer K. Antani, L. Rodney Long, Lauren Kim, George R. Thoma
2016	B	`conf`	Modality Classification for Searching Figures in Biomedical Literature. CBMS Zhiyun Xue, Md. Mahmudur Rahman, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma
2016	J	`jnl`	Nuclei-Based Features for Uterine Cervical Cancer Histology Image Analysis With Fusion-Based Classification. IEEE J. Biomed. Health Informatics 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
2016	J	`jnl`	Overlaid Arrow Detection for Labeling Regions of Interest in Biomedical Images. IEEE Intell. Syst. KC Santosh, Laurent Wendling, Sameer K. Antani, George R. Thoma
2016	J	`jnl`	Preparing a collection of radiology examinations for distribution and retrieval. J. Am. Medical Informatics Assoc. Dina Demner-Fushman, Marc D. Kohli, Marc B. Rosenman, Sonya E. Shooshan, Laritza Rodriguez, Sameer K. Antani, George R. Thoma, Clement J. McDonald
2016	—	`conf`	Using Crowdsourcing for Multi-label Biomedical Compound Figure Annotation. LABELS/DLMIA@MICCAI Alba Garcia Seco de Herrera, Roger Schaer, Sameer K. Antani, Henning Müller
2015	—	`conf`	A New Image Data Set and Benchmark for Cervical Dysplasia Classification Evaluation. MLMI Tao Xu, Cheng Xin, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Edward Kim, Xiaolei Huang
2015	J	`jnl`	A decade of community-wide efforts in advancing medical image understanding and retrieval. Comput. Medical Imaging Graph. Dina Demner-Fushman, Sameer K. Antani, Jayashree Kalpathy-Cramer, Henning Müller
2015	—	`conf`	Annotation of Chest Radiology Reports for Indexing and Retrieval. MRDM@ECIR Dina Demner-Fushman, Sonya E. Shooshan, Laritza Rodriguez, Sameer K. Antani, George R. Thoma
2015	B	`conf`	Automatic Pulmonary Abnormality Screening Using Thoracic Edge Map. CBMS KC Santosh, Szilárd Vajda, Sameer K. Antani, George R. Thoma
2015	J	`jnl`	Automatically Detecting Rotation in Chest Radiographs Using Principal Rib-Orientation Measure for Quality Control. Int. J. Pattern Recognit. Artif. Intell. KC Santosh, Sema Candemir, Stefan Jäger, Alexandros Karargyris, Sameer K. Antani, George R. Thoma, Les R. Folio
2015	B	`conf`	Chest X-ray Image View Classification. CBMS Zhiyun Xue, Daekeun You, Sema Candemir, Stefan Jaeger, Sameer K. Antani, L. Rodney Long, George R. Thoma
2015	J	`jnl`	Evaluating performance of biomedical image retrieval systems - An overview of the medical image retrieval task at ImageCLEF 2004-2013. Comput. Medical Imaging Graph. Jayashree Kalpathy-Cramer, Alba Garcia Seco de Herrera, Dina Demner-Fushman, Sameer K. Antani, Steven Bedrick, Henning Müller
2015	—	`conf`	Foreign object detection in chest X-rays. BIBM Zhiyun Xue, Sema Candemir, Sameer K. Antani, L. Rodney Long, Stefan Jaeger, Dina Demner-Fushman, George R. Thoma
2015	J	`jnl`	Large image modality labeling initiative using semi-supervised and optimized clustering. Int. J. Multim. Inf. Retr. Szilárd Vajda, Daekeun You, Sameer K. Antani, George R. Thoma
2015	J	`jnl`	Literature-based biomedical image classification and retrieval. Comput. Medical Imaging Graph. Matthew S. Simpson, Daekeun You, Md. Mahmudur Rahman, Zhiyun Xue, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma
2015	—	`conf`	Multi-test cervical cancer diagnosis with missing data estimation. Computer-Aided Diagnosis Tao Xu, Xiaolei Huang, Edward Kim, L. Rodney Long, Sameer K. Antani
2015	J	`jnl`	Multimodal Entity Coreference for Cervical Dysplasia Diagnosis. IEEE Trans. Medical Imaging Dezhao Song, Edward Kim, Xiaolei Huang, Joseph Patruno, Héctor Muñoz-Avila, Jeff Heflin, L. Rodney Long, Sameer K. Antani
2015	—	`conf`	NLM at imageCLEF2015: Biomedical Multipanel Figure Separation. CLEF (Working Notes) KC Santosh, Zhiyun Xue, Sameer K. Antani, George R. Thoma
2015	—	`conf`	National Library of Medicine (NLM) at ImageCLEF2015: Medical Clustering Task. CLEF (Working Notes) Szilárd Vajda, Sameer K. Antani, George R. Thoma
2015	J	`jnl`	RSILC: Rotation- and Scale-Invariant, Line-based Color-aware descriptor. Image Vis. Comput. Sema Candemir, Eugene Borovikov, KC Santosh, Sameer K. Antani, George R. Thoma
2015	B	`conf`	Stitched Multipanel Biomedical Figure Separation. CBMS KC Santosh, Sameer K. Antani, George R. Thoma
2014	—	`conf`	A contour-based shape descriptor for biomedical image classification and retrieval. DRR Daekeun You, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
2014	B	`conf`	An MRF Model for Biomedical Image Segmentation. CBMS Daekeun You, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
2014	J	`jnl`	Automated Text Detection and Recognition in Annotated Biomedical Publication Images. Int. J. Heal. Inf. Syst. Informatics Soumya De, Ronald Joe Stanley, Beibei Cheng, Sameer K. Antani, L. Rodney Long, George R. Thoma
2014	J	`jnl`	Automatic Tuberculosis Screening Using Chest Radiographs. IEEE Trans. Medical Imaging 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 J. Wang, Pu-Xuan Lu, Clement J. McDonald
2014	—	`conf`	Biomedical image segmentation for semantic visual feature extraction. BIBM Daekeun You, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
2014	B	`conf`	Body Segment Classification for Visible Human Cross Section Slices. CBMS Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma
2014	B	`conf`	Does Figure-Text Improve Biomedical Article Retrieval? A Pilot Study. CBMS Daekeun You, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
2014	—	`conf`	Extraction and labeling high-resolution images from PDF documents. DRR Suchet K. Chachra, Zhiyun Xue, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
2014	A	`conf`	Integrating visual words as bunch of n-grams for effective biomedical image classification. WACV Glauco Vitor Pedrosa, Md. Mahmudur Rahman, Sameer K. Antani, Dina Demner-Fushman, L. Rodney Long, Agma J. M. Traina
2014	J	`jnl`	Interactive cross and multimodal biomedical image retrieval based on automatic region-of-interest (ROI) identification and classification. Int. J. Multim. Inf. Retr. Md. Mahmudur Rahman, Daekeun You, Matthew S. Simpson, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
2014	—	`conf`	Label the many with a few: Semi-automatic medical image modality discovery in a large image collection. CICARE Szilárd Vajda, Daekeun You, Sameer K. Antani, George R. Thoma
2014	J	`jnl`	Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration. IEEE Trans. Medical Imaging 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
2014	J	`jnl`	Multimodal biomedical image indexing and retrieval using descriptive text and global feature mapping. Inf. Retr. Matthew S. Simpson, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma
2014	B	`conf`	Rotation Detection in Chest Radiographs Based on Generalized Line Histogram of Rib-Orientations. CBMS KC Santosh, Sema Candemir, Stefan Jäger, Les R. Folio, Alexandros Karargyris, Sameer K. Antani, George R. Thoma
2014	B	`conf`	Scalable Arrow Detection in Biomedical Images. ICPR KC Santosh, Laurent Wendling, Sameer K. Antani, George R. Thoma
2013	J	`jnl`	A fusion-based approach for uterine cervical cancer histology image classification. Comput. Medical Imaging Graph. Soumya De, Ronald Joe Stanley, Cheng Lu, L. Rodney Long, Sameer K. Antani, George R. Thoma, Rosemary Zuna
2013	—	`conf`	A robust pointer segmentation in biomedical images toward building a visual ontology for biomedical article retrieval. DRR Daekeun You, Matthew S. Simpson, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
2013	—	`conf`	Annotating image ROIs with text descriptions for multimodal biomedical document retrieval. DRR Daekeun You, Matthew S. Simpson, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
2013	—	`conf`	Classification of CT Figures in Biomedical Articles Based on Body Segments. ICHI Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma
2013	B	`conf`	Customized hybrid level sets for automatic lung segmentation in chest x-ray images. Image Processing Sridharan Kamalakannan, Sameer K. Antani, L. Rodney Long, George R. Thoma
2013	—	`conf`	Face Matching for Post-Disaster Family Reunification. ICHI Eugene Borovikov, Szilárd Vajda, Girish Lingappa, Sameer K. Antani, George R. Thoma
2013	—	`conf`	Fast GPU-based segmentation of H&E stained squamous epithelium from multi-gigapixel tiled virtual slides. Digital Pathology Benjamin Bryant, Hamed Sari-Sarraf, Mitchell Wachtel, L. Rodney Long, Sameer K. Antani
2013	A	`conf`	Graphical Figure Classification Using Data Fusion for Integrating Text and Image Features. ICDAR Beibei Cheng, Ronald Joe Stanley, Sameer K. Antani, George R. Thoma
2013	—	`conf`	ITI's Participation in the 2013 Medical Track of ImageCLEF. CLEF (Working Notes) Matthew S. Simpson, Daekeun You, Md. Mahmudur Rahman, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma
2013	J	`jnl`	Image retrieval from scientific publications: Text and image content processing to separate multipanel figures. J. Assoc. Inf. Sci. Technol. Emilia Apostolova, Daekeun You, Zhiyun Xue, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
2013	—	`conf`	Integrating shape into an interactive segmentation framework. Computer-Aided Diagnosis Sridharan Kamalakannan, Benjamin Bryant, Hamed Sari-Sarraf, L. Rodney Long, Sameer K. Antani, George R. Thoma
2013	J	`jnl`	Multimodal biomedical image retrieval using hierarchical classification and modality fusion. Int. J. Multim. Inf. Retr. Md. Mahmudur Rahman, Daekeun You, Matthew S. Simpson, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
2013	—	`conf`	Overview of the ImageCLEF 2013 Medical Tasks. CLEF (Working Notes) Alba Garcia Seco de Herrera, Jayashree Kalpathy-Cramer, Dina Demner-Fushman, Sameer K. Antani, Henning Müller
2012	—	`conf`	A hybrid watershed method for cell image segmentation. SSIAI Jingqi Ao, Sunanda Mitra, L. Rodney Long, Brian Nutter, Sameer K. Antani
2012	—	`conf`	An Interactive Image Retrieval Framework for Biomedical Articles Based on Visual Region-of- Interest (ROI) Identification and Classification. HISB Md. Mahmudur Rahman, Daekeun You, Matthew S. Simpson, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
2012	J	`jnl`	Design and Development of a Multimodal Biomedical Information Retrieval System. J. Comput. Sci. Eng. Dina Demner-Fushman, Sameer K. Antani, Matthew S. Simpson, George R. Thoma
2012	—	`conf`	Detecting tuberculosis in radiographs using combined lung masks. EMBC Stefan Jaeger, Alexandros Karargyris, Sameer K. Antani, George R. Thoma
2012	—	`conf`	Graphical image classification combining an evolutionary algorithm and binary particle swarm optimization. DRR Beibei Cheng, Renzhong Wang, Sameer K. Antani, Ronald Joe Stanley, George R. Thoma
2012	J	`jnl`	Histology image analysis for carcinoma detection and grading. Comput. Methods Programs Biomed. Lei He, L. Rodney Long, Sameer K. Antani, George R. Thoma
2012	—	`conf`	ITI's Participation in the ImageCLEF 2012 Medical Retrieval and Classification Tasks. CLEF (Online Working Notes/Labs/Workshop) Matthew S. Simpson, Daekeun You, Md. Mahmudur Rahman, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma
2012	—	`conf`	Overview of the ImageCLEF 2012 Medical Image Retrieval and Classification Tasks. CLEF (Online Working Notes/Labs/Workshop) Henning Müller, Alba Garcia Seco de Herrera, Jayashree Kalpathy-Cramer, Dina Demner-Fushman, Sameer K. Antani, Ivan Eggel
2012	J	`jnl`	People Locator: A System for Family Reunification. IT Prof. George R. Thoma, Sameer K. Antani, Michael J. Gill, Glenn Pearson, Leif Neve
2012	B	`ed.`	Proceedings of CBMS 2012, The 25th IEEE International Symposium on Computer-Based Medical Systems, June 20-22, 2012, Rome, Italy CBMS Paolo Soda, Francesco Tortorella, Sameer K. Antani, Mykola Pechenizkiy, Mario Cannataro, Alexey Tsymbal
2012	—	`conf`	The role of location for family reunification during disasters. HealthGIS Glenn Pearson, Michael J. Gill, Sameer K. Antani, Leif Neve, Gregory Miernicki, Krittach Phichaphop, Ajay Kanduru, Stefan Jaeger, George R. Thoma
2012	Misc	`conf`	Towards the Creation of a Visual Ontology of Biomedical Imaging Entities. AMIA Matthew S. Simpson, Daekeun You, Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma, Dina Demner-Fushman
2012	J	`jnl`	Trends in computer-based medical systems. SIGHIT Rec. Paolo Soda, Sameer K. Antani, Francesco Tortorella, Mario Cannataro, Mykola Pechenizkiy, Alexey Tsymbal
2012	—	`conf`	Unsupervised segmentation of lungs from chest radiographs. Computer-Aided Diagnosis Payel Ghosh, Sameer K. Antani, L. Rodney Long, George R. Thoma
2012	Misc	`conf`	Window Classification of Brain CT Images in Biomedical Articles. AMIA Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma
2011	J	`jnl`	A Learning-Based Similarity Fusion and Filtering Approach for Biomedical Image Retrieval Using SVM Classification and Relevance Feedback. IEEE Trans. Inf. Technol. Biomed. Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma
2011	—	`conf`	A biomedical image retrieval framework based on classification-driven image filtering and similarity fusion. ISBI Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma
2011	J	`jnl`	A query expansion framework in image retrieval domain based on local and global analysis. Inf. Process. Manag. Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma
2011	J	`jnl`	An image feature-based approach to automatically find images for application to clinical decision support. Comput. Medical Imaging Graph. Ronald Joe Stanley, Soumya De, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma
2011	J	`jnl`	Automatic Detection of Arrow Annotation Overlays in Biomedical Images. Int. J. Heal. Inf. Syst. Informatics Beibei Cheng, Ronald Joe Stanley, Soumya De, Sameer K. Antani, George R. Thoma
2011	—	`conf`	Automatic identification of ROI in figure images toward improving hybrid (text and image) biomedical document retrieval. DRR Daekeun You, Sameer K. Antani, Dina Demner-Fushman, Md. Mahmudur Rahman, Venu Govindaraju, George R. Thoma
2011	—	`conf`	Automatic segmentation of subfigure image panels for multimodal biomedical document retrieval. DRR Beibei Cheng, Sameer K. Antani, Ronald Joe Stanley, George R. Thoma
2011	B	`conf`	Biomedical CBIR using "bag of keypoints" in a modified inverted index. CBMS Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma
2011	—	`conf`	Biomedical Image Retrieval Using Multimodal Context and Concept Feature Spaces. MCBR-CDS Md. Mahmudur Rahman, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
2011	A	`conf`	Detecting Figure-Panel Labels in Medical Journal Articles Using MRF. ICDAR Daekeun You, Sameer K. Antani, Dina Demner-Fushman, Venu Govindaraju, George R. Thoma
2011	—	`conf`	Distribution fitting-based pixel labeling for histology image segmentation. Computer-Aided Diagnosis Lei He, L. Rodney Long, Sameer K. Antani, George R. Thoma
2011	—	`conf`	Multiphase Level Set Model with Local K-means Energy for Histology Image Segmentation. HISB Lei He, L. Rodney Long, Sameer K. Antani, George R. Thoma
2011	J	`jnl`	On the creation of a segmentation library for digitized cervical and lumbar spine radiographs. Comput. Medical Imaging Graph. Arunkumar Gururajan, Sridharan Kamalakannan, Hamed Sari-Sarraf, Muneem Shahriar, L. Rodney Long, Sameer K. Antani
2011	—	`conf`	Pathology-based vertebral image retrieval. ISBI Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma
2011	B	`conf`	Review of medical image retrieval systems and future directions. CBMS Payel Ghosh, Sameer K. Antani, L. Rodney Long, George R. Thoma
2011	—	`conf`	Segmenting anatomy in chest x-rays for tuberculosis screening. EMBC Alexandros Karargyris, Sameer K. Antani, George R. Thoma
2011	B	`conf`	Spine X-ray image retrieval using partial vertebral boundaries. CBMS Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma
2011	—	`conf`	Text and Content-based Approaches to Image Modality Classification and Retrieval for the ImageCLEF 2011 Medical Retrieval Track. CLEF (Notebook Papers/Labs/Workshop) Matthew S. Simpson, Md. Mahmudur Rahman, Srinivas Phadnis, Emilia Apostolova, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma
2011	—	`conf`	Unsupervised Grow-Cut: Cellular Automata-Based Medical Image Segmentation. HISB Payel Ghosh, Sameer K. Antani, L. Rodney Long, George R. Thoma
2010	B	`conf`	"Bag of keypoints"-based biomedical image search with affine covariant region detection and correlation-enhanced similarity matching. CBMS Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma
2010	—	`conf`	A classification-driven similarity matching framework for retrieval of biomedical images. Multimedia Information Retrieval Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma
2010	J	`jnl`	A unified set of analysis tools for uterine cervix image segmentation. Comput. Medical Imaging Graph. Zhiyun Xue, L. Rodney Long, Sameer K. Antani, Leif Neve, Yaoyao Zhu, George R. Thoma
2010	—	`conf`	An online segmentation tool for cervicographic image analysis. IHI Zhiyun Xue, Sameer K. Antani, L. Rodney Long, George R. Thoma
2010	B	`conf`	Automatic extraction of mosaic patterns in uterine cervix images. CBMS Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma
2010	—	`conf`	Biomedical Image Retrieval in a Fuzzy Feature Space with Affine Region Detection and Vector Quantization of a Scale-Invariant Descriptor. ISVC (3) Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma
2010	—	`conf`	Biomedical article retrieval using multimodal features and image annotations in region-based CBIR. DRR Daekeun You, Sameer K. Antani, Dina Demner-Fushman, Md. Mahmudur Rahman, Venu Govindaraju, George R. Thoma
2010	B	`conf`	Comparative study of shape retrieval using feature fusion approaches. CBMS Haiying Guan, Sameer K. Antani, L. Rodney Long, George R. Thoma
2010	J	`jnl`	Double-Edge Detection of Radiographic Lumbar Vertebrae Images Using Pressurized Open DGVF Snakes. IEEE Trans. Biomed. Eng. Sridharan Kamalakannan, Arunkumar Gururajan, Hamed Sari-Sarraf, L. Rodney Long, Sameer K. Antani
2010	B	`conf`	Integrating image and text information for biomedical information retrieval. CBMS Sameer K. Antani
2010	J	`jnl`	Interactive publication: The document as a research tool. J. Web Semant. George R. Thoma, Glenn Ford, Sameer K. Antani, Dina Demner-Fushman, Michael Chung, Matthew S. Simpson
2010	C	`conf`	Local and global Gaussian mixture models for hematoxylin and eosin stained histology image segmentation. HIS Lei He, L. Rodney Long, Sameer K. Antani, George R. Thoma
2010	—	`conf`	Local concept-based medical image retrieval with correlation-enhanced similarity matching based on global analysis. CVPR Workshops Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma
2010	J	`jnl`	Optimal embedding for shape indexing in medical image databases. Medical Image Anal. Xiaoning Qian, Hemant D. Tagare, Robert K. Fulbright, L. Rodney Long, Sameer K. Antani
2010	—	`conf`	Text- and Content-based Approaches to Image Modality Detection and Retrieval for the ImageCLEF 2010 Medical Retrieval Track. CLEF (Notebook Papers/LABs/Workshops) Matthew S. Simpson, Md. Mahmudur Rahman, Sachin Singhal, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma
2009	—	`conf`	A Classifier Ensemble Based on Performance Level Estimation. ISBI Wei Wang, Yaoyao Zhu, Xiaolei Huang, Daniel P. Lopresti, Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma
2009	B	`conf`	A medical image retrieval framework in correlation enhanced visual concept feature space. CBMS Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma
2009	B	`conf`	A system for searching uterine cervix images by visual attributes. CBMS Zhiyun Xue, Sameer K. Antani, L. Rodney Long, George R. Thoma
2009	J	`jnl`	Annotation and retrieval of clinically relevant images. Int. J. Medical Informatics Dina Demner-Fushman, Sameer K. Antani, Matthew S. Simpson, George R. Thoma
2009	J	`jnl`	Automatic Detection of Anatomical Landmarks in Uterine Cervix Images. IEEE Trans. Medical Imaging Hayit Greenspan, Shiri Gordon, Gali Zimmerman, Shelly Lotenberg, Jose Jeronimo, Sameer K. Antani, L. Rodney Long
2009	J	`jnl`	Balancing the Role of Priors in Multi-Observer Segmentation Evaluation. J. Signal Process. Syst. Yaoyao Zhu, Xiaolei Huang, Wei Wang, Daniel P. Lopresti, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, George R. Thoma
2009	—	`ch.`	Biomedical Image Data Types and Processing. Encyclopedia of Database Systems Sameer K. Antani
2009	—	`conf`	Bridging the Semantic Gap Using Ranking Svm for Image Retrieval. ISBI Haiying Guan, Sameer K. Antani, L. Rodney Long, George R. Thoma
2009	J	`jnl`	CBIR of spine X-ray images on inter-vertebral disc space and shape profiles using feature ranking and voting consensus. Data Knowl. Eng. Dah-Jye Lee, Sameer K. Antani, Yuchou Chang, Kent Gledhill, L. Rodney Long, Paul Christensen
2009	B	`conf`	Comparative study of spine vertebra shape retrieval using learning-based feature selection. CBMS Haiying Guan, Sameer K. Antani, L. Rodney Long, George R. Thoma
2009	J	`jnl`	Content-Based Image Retrieval in Medicine: Retrospective Assessment, State of the Art, and Future Directions. Int. J. Heal. Inf. Syst. Informatics L. Rodney Long, Sameer K. Antani, Thomas Martin Deserno, George R. Thoma
2009	J	`jnl`	Evaluation of uterine cervix segmentations using ground truth from multiple experts. Comput. Medical Imaging Graph. Shiri Gordon, Shelly Lotenberg, L. Rodney Long, Sameer K. Antani, Jose Jeronimo, Hayit Greenspan
2009	—	`conf`	Figure content analysis for improved biomedical article retrieval. DRR Daekeun You, Emilia Apostolova, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
2009	B	`conf`	Lessons learned in developing a low-cost high performance medical imaging cluster. CBMS Kirt D. Lillywhite, Dah-Jye Lee, Sameer K. Antani, Dong Zhang, L. Rodney Long
2009	B	`conf`	Linear array image analysis for automated detection of human papillomavirus. CBMS Matthew Wilhelm, Brian Nutter, L. Rodney Long, Sameer K. Antani
2009	—	`conf`	Multi-modal Query Expansion Based on Local Analysis for Medical Image Retrieval. MCBR-CDS Md. Mahmudur Rahman, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma
2009	J	`jnl`	Ontology of Gaps in Content-Based Image Retrieval. J. Digit. Imaging Thomas Martin Deserno, Sameer K. Antani, L. Rodney Long
2009	J	`jnl`	SPIRS: A Web-based image retrieval system for large biomedical databases. Int. J. Medical Informatics William Hsu, Sameer K. Antani, L. Rodney Long, Leif Neve, George R. Thoma
2009	B	`conf`	Segmentation of mosaicism in cervicographic images using support vector machines. Image Processing Zhiyun Xue, L. Rodney Long, Sameer K. Antani, Jose Jeronimo, George R. Thoma
2009	—	`conf`	Text- and Content-based Approaches to Image Retrieval for the ImageCLEF 2009 Medical Retrieval Track. CLEF (Working Notes) Matthew S. Simpson, Md. Mahmudur Rahman, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma
2009	A	`conf`	Using Non-Lexical Features to Identify Effective Indexing Terms for Biomedical Illustrations. EACL Matthew S. Simpson, Dina Demner-Fushman, Charles Sneiderman, Sameer K. Antani, George R. Thoma
2009	J	`jnl`	Using relevance feedback with short-term memory for content-based spine X-ray image retrieval. Neurocomputing Xiaoqian Xu, Dah-Jye Lee, Sameer K. Antani, L. Rodney Long, James K. Archibald
2008	J	`jnl`	A Spine X-Ray Image Retrieval System Using Partial Shape Matching. IEEE Trans. Inf. Technol. Biomed. Xiaoqian Xu, Dah-Jye Lee, Sameer K. Antani, L. Rodney Long
2008	J	`jnl`	Automatic medical image annotation and retrieval. Neurocomputing Jian Yao, Zhongfei (Mark) Zhang, Sameer K. Antani, L. Rodney Long, George R. Thoma
2008	B	`conf`	Bridging the Gap: Enabling CBIR in Medical Applications. CBMS Sameer K. Antani, L. Rodney Long, George R. Thoma
2008	B	`conf`	CBIR of Spine X-Ray Images on Inter-Vertebral Disc Space and Shape Profiles. CBMS Yuchou Chang, Sameer K. Antani, Dah-Jye Lee, Kent Gledhill, L. Rodney Long, Paul Christensen
2008	B	`conf`	Cervicographic image retrieval by spatial similarity of lesions. ICPR Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma, Jose Jeronimo
2008	—	`conf`	Exploring use of images in clinical articles for decision support in evidence-based medicine. DRR Sameer K. Antani, Dina Demner-Fushman, Jiang Li, Balaji Vasan Srinivasan, George R. Thoma
2008	—	`conf`	Live Wire Segmentation Tool for Osteophyte Detection in Lumbar Spine X-Ray Images. ICETET Santosh Seetharaman, Ronald Joe Stanley, Soumya De, Sameer K. Antani, L. Rodney Long, George R. Thoma
2008	J	`jnl`	Size-invariant descriptors for detecting regions of abnormal growth in cervical vertebrae. Comput. Medical Imaging Graph. Ronald Joe Stanley, Sameer K. Antani, L. Rodney Long, George R. Thoma, Kapil Gupta, Mohammed Das
2008	B	`conf`	Tissue classification using cluster features for lesion detection in digital cervigrams. Image Processing Xiaolei Huang, Wei Wang, Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Jose Jeronimo
2008	B	`conf`	Web-Based Multi-Observer Segmentation Evaluation Tool. CBMS Yaoyao Zhu, Xiaolei Huang, Daniel P. Lopresti, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, George R. Thoma
2007	—	`conf`	Automatically Finding Images for Clinical Decision Support. ICDM Workshops Dina Demner-Fushman, Sameer K. Antani, Mohammad-Reza Siadat, Hamid Soltanian-Zadeh, Farshad Fotouhi, Kost V. Elisevich
2007	B	`conf`	Comparative performance analysis of cervix ROI extraction and specular reflection removal algorithms for uterine cervix image analysis. Image Processing Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Jose Jeronimo, George R. Thoma
2007	—	`conf`	Geographically Distributed Complementary Content-Based Image Retrieval Systems for Biomedical Image Informatics. MedInfo Sameer K. Antani, Thomas Martin Deserno, L. Rodney Long, George R. Thoma
2007	—	`conf`	Interfacing Global and Local CBIR Systems for Medical Image Retrieval. Bildverarbeitung für die Medizin Sameer K. Antani, Thomas Martin Deserno, L. Rodney Long, Mark Oliver Güld, Leif Neve, George R. Thoma
2007	Misc	`conf`	Investigating CBIR Techniques for Cervicographic Images. AMIA Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Jose Jeronimo, George R. Thoma
2007	—	`conf`	SPIRS: A Framework for Content-based Image Retrieval from Large Biomedical Databases. MedInfo William Hsu, L. Rodney Long, Sameer K. Antani
2006	B	`conf`	Automatic Medical Image Annotation and Retrieval Using SECC. CBMS Jian Yao, Sameer K. Antani, L. Rodney Long, George R. Thoma, Zhongfei Zhang
2006	A	`conf`	Automatic Medical Image Annotation and Retrieval using SEMI-SECC. ICME Jian Yao, Zhongfei (Mark) Zhang, Sameer K. Antani, L. Rodney Long, George R. Thoma
2006	B	`conf`	Content analysis of uterine cervix images: initial steps toward content based indexing and retrieval of cervigrams. Image Processing Shiri Gordon, Gali Zimmerman, L. Rodney Long, Sameer K. Antani, Jose Jeronimo, Hayit Greenspan
2006	B	`conf`	Pre-Indexing for Fast Partial Shape Matching of Vertebrae Images. CBMS Xiaoqian Xu, Dah-Jye Lee, Sameer K. Antani, L. Rodney Long
2006	B	`conf`	Technology for Medical Education, Research, and Disease Screening by Exploitation of Biomarkers in a Large Collection of Uterine Cervix Images. CBMS L. Rodney Long, Sameer K. Antani, Jose Jeronimo, Mark Schiffman, Mike Bopf, Leif Neve, Carl Cornwell, Scott R. Budihas, George R. Thoma
2005	—	`conf`	Applying vertebral boundary semantics to CBIR of digitized spine x-ray images. Storage and Retrieval Methods and Applications for Multimedia Sameer K. Antani, L. Rodney Long, George R. Thoma
2005	B	`conf`	Relevance Feedback for Spine X-ray Retrieval. CBMS Xiaoqian Xu, Dah-Jye Lee, Sameer K. Antani, L. Rodney Long
2004	B	`conf`	A Tool for Collection of Region Based Data from Uterine Cervix Images for Correlation of Visual and Clinical Variables Related to Cervical Neoplasia. CBMS Jose Jeronimo, Mark Schiffman, L. Rodney Long, Leif Neve, Sameer K. Antani
2004	B	`conf`	An Architecture for Streamlining the Implementation of Biomedical Text/Image Databases on the Web. CBMS Mike Bopf, Tina Coleman, L. Rodney Long, Sameer K. Antani, George R. Thoma, Jose Jeronimo, Mark Schiffman
2004	—	`conf`	Content-Based Image Retrieval for Large Biomedical Image Archives. MedInfo Sameer K. Antani, L. Rodney Long, George R. Thoma
2004	J	`jnl`	Evaluation of shape similarity measurement methods for spine X-ray images. J. Vis. Commun. Image Represent. Sameer K. Antani, Dah-Jye Lee, L. Rodney Long, George R. Thoma
2004	B	`conf`	Image Analysis Techniques for the Automated Evaluation of Subaxial Subluxation in Cervical Spine X-ray Images. CBMS Ronald Joe Stanley, Santhosh Seetharaman, L. Rodney Long, Sameer K. Antani, George R. Thoma, Edward Downey
2004	B	`conf`	Partial Shape Matching of Spine X-Ray Shapes Using Dynamic Programming. CBMS Xiaoqian Xu, Dah-Jye Lee, Sameer K. Antani, L. Rodney Long
2004	—	`conf`	Partial shape matching for CBIR of spine x-ray images. Storage and Retrieval Methods and Applications for Multimedia Sameer K. Antani, Xiaoqian Xu, L. Rodney Long, George R. Thoma
2004	A*	`conf`	Shape based retrieval in NHANES II. ACM Multimedia Hemant D. Tagare, Xiaoning Qian, Robert K. Fulbright, L. Rodney Long, Sameer K. Antani
2003	B	`conf`	A Prototype Content-Based Image Retrieval System for Spine X-Rays. CBMS L. Rodney Long, Sameer K. Antani, George R. Thoma
2003	B	`conf`	An Imaging System Correlating Lip Shapes with Tongue Contact Patterns for Speech Pathology Research. CBMS Dah-Jye Lee, Daniel Bates, Christopher Dromey, Xiaoqian Xu, Sameer K. Antani
2003	—	`conf`	Evaluation of shape indexing methods for content-based retrieval of x-ray images. Storage and Retrieval for Media Databases Sameer K. Antani, L. Rodney Long, George R. Thoma, Dah-Jye Lee
2003	J	`jnl`	Extraction of special effects caption text events from digital video. Int. J. Document Anal. Recognit. David J. Crandall, Sameer K. Antani, Rangachar Kasturi
2003	B	`conf`	Localizing Contour Points for Indexing an X-Ray Image Retrieval System. CBMS Xiaoqian Xu, Dah-Jye Lee, Sameer K. Antani, L. Rodney Long
2003	B	`conf`	Similarity measurement using polygon curve representation and Fourier descriptors for shape-based vertebral image retrieval. Image Processing Dah-Jye Lee, Sameer K. Antani, L. Rodney Long
2003	B	`conf`	Vertebra shape classification using MLP for content-based image retrieval. IJCNN Sameer K. Antani, L. Rodney Long, George R. Thoma, Ronald Joe Stanley
2002	—	`conf`	A Biomedical Information System for Combined Content-Based Retrieval of Spine X-Ray Images, Associated Text Information. ICVGIP Sameer K. Antani, L. Rodney Long, George R. Thoma
2002	J	`jnl`	A survey on the use of pattern recognition methods for abstraction, indexing and retrieval of images and video. Pattern Recognit. Sameer K. Antani, Rangachar Kasturi, Ramesh C. Jain
2000	B	`conf`	Application of Planar Motion Segmentation for Scene Text Extraction. ICPR Tarak Gandhi, Rangachar Kasturi, Sameer K. Antani
2000	B	`conf`	Robust Extraction of Text in Video. ICPR Sameer K. Antani, David J. Crandall, Rangachar Kasturi
1999	A	`conf`	A System for Automatic Text Detection in Video. ICDAR Ullas Gargi, David J. Crandall, Sameer K. Antani, Tarak Gandhi, Ryan Keener, Rangachar Kasturi
1999	A	`conf`	Gujarati Character Recognition. ICDAR Sameer K. Antani, Lalitha Agnihotri
1998	B	`conf`	Indexing text events in digital video databases. ICPR Ullas Gargi, Sameer K. Antani, Rangachar Kasturi
1998	—	`conf`	Pattern Recognition Methods in Image and Video Databases: Past, Present and Future. SSPR/SPR Sameer K. Antani, Rangachar Kasturi, Ramesh C. Jain
1998	A*	`conf`	Performance Characterization and Comparison of Video Indexing Algorithms. CVPR Ullas Gargi, Rangachar Kasturi, Sameer K. Antani
1998	A*	`conf`	VADIS: A Video Analysis, Display and Indexing System. CVPR Ullas Gargi, Sameer K. Antani, Rangachar Kasturi