Lesion margin analysis for automated classification of cervical cancer lesions. - Viara Van Raad; Zhiyun Xue; Holger Lange (Image Processing, 2006)

Concealed weapon detection and visualization in a synthesized image. - Zheng Liu 002; Zhiyun Xue; Rick S. Blum; Robert Laganière (Pattern Anal. Appl., 2006)

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

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

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

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

Tissue classification using cluster features for lesion detection in digital cervigrams. - Xiaolei Huang 001; Wei Wang 057; Zhiyun Xue; Sameer K. Antani; L. Rodney Long; Jose Jeronimo (Image Processing, 2008)

Theoretical analysis of an information-based quality measure for image fusion. - Yin Chen; Zhiyun Xue; Rick S. Blum (Inf. Fusion, 2008)

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

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

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

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

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

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

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

Concealed Weapon Detection: A Data Fusion Perspective. - Zheng Liu 002; Todd Macuda; Zhiyun Xue; David S. Forsyth; Robert Laganière (J. Aerosp. Comput. Inf. Commun., 2010)

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

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

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

Objective Assessment of Multiresolution Image Fusion Algorithms for Context Enhancement in Night Vision: A Comparative Study. - Zheng Liu 002; Erik Blasch; Zhiyun Xue; Jiying Zhao; Robert Laganière; Wei Wu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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