Zhiyun Xue

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 49

Top Topics

Chest Radiographs

Cancer Detection

Image Classification

Top Venues

Publications

Zhaohui Liang, Zhiyun Xue, Sivaramakrishnan Rajaraman, Sameer K. Antani
Covid-19 Pneumonia Chest X-Ray Pattern Synthesis by Stable Diffusion. SSIAI (2024)
Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer K. Antani
Semantically redundant training data removal and deep model classification performance: A study with chest X-rays. Comput. Medical Imaging Graph. 115 (2024)
Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer K. Antani
Semantically Redundant Training Data Removal and Deep Model Classification Performance: A Study with Chest X-rays. CoRR (2023)
Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer K. Antani
Can deep adult lung segmentation models generalize to the pediatric population? Expert Syst. Appl. 229 (Part A) (2023)
Tochi Oguguo, Ghada Zamzmi, Sivaramakrishnan Rajaraman, Feng Yang, Zhiyun Xue, Sameer K. Antani
A Comparative Study of Fairness in Medical Machine Learning. ISBI (2023)
Feng Yang, Ghada Zamzmi, Sandeep Angara, Sivaramakrishnan Rajaraman, André Aquilina, Zhiyun Xue, Stefan Jäger, Emmanouil Papagiannakis, Sameer K. Antani
Assessing Inter-Annotator Agreement for Medical Image Segmentation. IEEE Access 11 (2023)
Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer K. Antani
Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric Chest X-ray images. CoRR (2023)
Zhaohui Liang, Zhiyun Xue, Sivaramakrishnan Rajaraman, Yang Feng, Sameer K. Antani
Automatic Quantification of COVID-19 Pulmonary Edema by Self-supervised Contrastive Learning. MILLanD@MICCAI (2023)
Evanjelin Mahmoodi, Zhiyun Xue, Sivaramakrishnan Rajaraman, Sameer K. Antani
A Study on Reducing Big Data Image Annotation Burden Through Iterative Expert-In-The-Loop Strategy. BIBM (2023)
Zhaohui Liang, Zhiyun Xue, Yang Feng, Sivaramakrishnan Rajaraman, Jimmy Xiangji Huang, Sameer K. Antani
Emergency Department Wait Time Forecast based on Semantic and Time Series Patterns in COVID-19 Pandemic. BIBM (2023)
Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer Antani
Does image resolution impact chest X-ray based fine-grained Tuberculosis-consistent lesion segmentation? CoRR (2023)
Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhiyun Xue, Sameer K. Antani
Data Characterization for Reliable AI in Medicine. RTIP2R (2022)
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
Image Quality Classification for Automated Visual Evaluation of Cervical Precancer. MILLanD@MICCAI (2022)
Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Peng Guo, Zhiyun Xue, Sameer K. Antani
Deep ensemble learning for segmenting tuberculosis-consistent manifestations in chest radiographs. CoRR (2022)
Feng Yang, Pu Xuan Lu, Min Deng, Yi-Xiang J. Wang, Sivaramakrishnan Rajaraman, Zhiyun Xue, Les R. Folio, Sameer K. Antani, Stefan Jäger
Annotations of Lung Abnormalities in the Shenzhen Chest X-ray Dataset for Computer-Aided Screening of Pulmonary Diseases. Data 7 (7) (2022)
Anabik Pal, Zhiyun Xue, Sameer K. Antani
Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets. CoRR (2022)
Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer K. Antani
Generalizability of Deep Adult Lung Segmentation Models to the Pediatric Population: A Retrospective Study. CoRR (2022)
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 Antani
Extraction of Ruler Markings For Estimating Physical Size of Oral Lesions. ICPR (2022)
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
Automatic Detection of Oral Lesion Measurement Ruler Toward Computer-Aided Image-Based Oral Cancer Screening. EMBC (2022)
Peng Guo, Zhiyun Xue, Jose Jeronimo, Julia C. Gage, Kanan T. Desai, Brian Befano, Francisco García, Mark Schiffman, Sameer K. Antani
Image Augmentation for Improving Automated Eligibility-Classification for Cervical Precancer Ablation Treatment. RTIP2R (2021)
Anabik Pal, Zhiyun Xue, Brian Befano, Ana Cecilia Rodriguez, L. Rodney Long, Mark Schiffman, Sameer K. Antani
Deep Metric Learning for Cervical Image Classification. IEEE Access 9 (2021)
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
Cleaning Highly Unbalanced Multisource Image Dataset for Quality Control in Cervical Precancer Screening. RTIP2R (2021)
Zhiyun Xue, Peng Guo, Kanan T. Desai, Anabik Pal, Kayode O. Ajenifuja, Clement Akinfolarin Adepiti, L. Rodney Long, Mark Schiffman, Sameer K. Antani
A Deep Clustering Method For Analyzing Uterine Cervix Images Across Imaging Devices. CBMS (2021)
Yuan Xue, Jiarong Ye, Qianying Zhou, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Carl Cornwell, Richard Zaino, Keith C. Cheng, Xiaolei Huang
Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification. CoRR (2021)
Yuan Xue, Jiarong Ye, Qianying Zhou, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Carl Cornwell, Richard Zaino, Keith C. Cheng, Xiaolei Huang
Selective synthetic augmentation with HistoGAN for improved histopathology image classification. Medical Image Anal. 67 (2021)
Sandeep Angara, Peng Guo, Zhiyun Xue, Sameer K. Antani
An Empirical Study of Vision Transformers for Cervical Precancer Detection. RTIP2R (2021)
Sandeep Angara, Peng Guo, Zhiyun Xue, Sameer K. Antani
Semi-Supervised Learning for Cervical Precancer Detection. CBMS (2021)
Anabik Pal, Zhiyun Xue, Kanan T. Desai, Adekunbiola Aina F. Banjo, Clement Akinfolarin Adepiti, L. Rodney Long, Mark Schiffman, Sameer K. Antani
Deep multiple-instance learning for abnormal cell detection in cervical histopathology images. Comput. Biol. Medicine 138 (2021)
Jiarong Ye, Yuan Xue, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Keith C. Cheng, Xiaolei Huang
Synthetic Sample Selection via Reinforcement Learning. MICCAI (1) (2020)
Sudhir Sornapudi, R. Joe Stanley, William V. Stoecker, L. Rodney Long, Zhiyun Xue, Rosemary Zuna, Shelliane R. Frazier, Sameer K. Antani
Feature based Sequential Classifier with Attention Mechanism. CoRR (2020)
Jiarong Ye, Yuan Xue, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Keith C. Cheng, Xiaolei Huang
Synthetic Sample Selection via Reinforcement Learning. CoRR (2020)
Prasanth Ganesan, Zhiyun Xue, Sanjana Singh, L. Rodney Long, Behnaz Ghoraani, Sameer K. Antani
Performance Evaluation of a Generative Adversarial Network for Deblurring Mobile-phone Cervical Images. EMBC (2019)
Peng Guo, Sanjana Singh, Zhiyun Xue, L. Rodney Long, Sameer K. Antani
Deep Learning for Assessing Image Focus for Automated Cervical Cancer Screening. BHI (2019)
Sudhir Sornapudi, Gregory T. Brown, Zhiyun Xue, L. Rodney Long, Lisa Allen, Sameer K. Antani
Comparing Deep Learning Models for Multi-cell Classification in Liquid-based Cervical Cytology Images. AMIA (2019)
Yuan Xue, Qianying Zhou, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Carl Cornwell, Zhiyun Xue, Xiaolei Huang
Synthetic Augmentation and Feature-based Filtering for Improved Cervical Histopathology Image Classification. CoRR (2019)
Yuan Xue, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Xiaolei Huang
Selective Synthetic Augmentation with Quality Assurance. CoRR (2019)
Sudhir Sornapudi, Gregory T. Brown, Zhiyun Xue, L. Rodney Long, Lisa Allen, Sameer K. Antani
Comparing Deep Learning Models for Multi-cell Classification in Liquid-based Cervical Cytology Images. CoRR (2019)
Yuan Xue, Qianying Zhou, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Carl Cornwell, Zhiyun Xue, Xiaolei Huang
Synthetic Augmentation and Feature-Based Filtering for Improved Cervical Histopathology Image Classification. MICCAI (1) (2019)
Zhiyun Xue, L. Rodney Long, Stefan Jaeger, Les R. Folio, George R. Thoma, Sameer K. Antani
Extraction of Aortic Knuckle Contour in Chest Radiographs Using Deep Learning. EMBC (2018)
Zhiyun Xue, Sivaramakrishnan Rajaraman, L. Rodney Long, Sameer K. Antani, George R. Thoma
Gender Detection from Spine X-Ray Images Using Deep Learning. CBMS (2018)
Szilárd Vajda, Alexandros Karargyris, Stefan Jäger, K. C. Santosh, Sema Candemir, Zhiyun Xue, Sameer K. Antani, George R. Thoma
Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs. J. Medical Syst. 42 (8) (2018)
Sivaramakrishnan Rajaraman, Sameer K. Antani, Sema Candemir, Zhiyun Xue, Joseph Abuya, Marc D. Kohli, Philip O. Alderson, George R. Thoma
Comparing deep learning models for population screening using chest radiography. Medical Imaging: Computer-Aided Diagnosis (2018)
Sivaramakrishnan Rajaraman, Sema Candemir, Zhiyun Xue, Philip O. Alderson, Marc D. Kohli, Joseph Abuya, George R. Thoma, Sameer K. Antani
A novel stacked generalization of models for improved TB detection in chest radiographs. EMBC (2018)
Yuan Xue, Tao Xu, L. Rodney Long, Zhiyun Xue, Sameer K. Antani, George R. Thoma, Xiaolei Huang
Multimodal Recurrent Model with Attention for Automated Radiology Report Generation. MICCAI (1) (2018)
Sema Candemir, Sameer K. Antani, Zhiyun Xue, George R. Thoma
Novel Method for Storyboarding Biomedical Videos for Medical Informatics. CBMS (2017)
Tao Xu, Han Zhang, Cheng Xin, Edward Kim, L. Rodney Long, Zhiyun Xue, Sameer K. Antani, Xiaolei Huang
Multi-feature based benchmark for cervical dysplasia classification evaluation. Pattern Recognit. 63 (2017)
Sema Candemir, Stefan Jaeger, Wilson Lin, Zhiyun Xue, Sameer K. Antani, George R. Thoma
Automatic heart localization and radiographic index computation in chest x-rays. Medical Imaging: Computer-Aided Diagnosis (2016)
Zhiyun Xue, Md. Mahmudur Rahman, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma
Modality Classification for Searching Figures in Biomedical Literature. CBMS (2016)
Alexandros Karargyris, Jenifer Siegelman, Dimitris Tzortzis, Stefan Jaeger, Sema Candemir, Zhiyun Xue, K. C. Santosh, Szilárd Vajda, Sameer K. Antani, Les R. Folio, George R. Thoma
Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays. Int. J. Comput. Assist. Radiol. Surg. 11 (1) (2016)
Zhiyun Xue, Sema Candemir, Sameer K. Antani, L. Rodney Long, Stefan Jaeger, Dina Demner-Fushman, George R. Thoma
Foreign object detection in chest X-rays. BIBM (2015)
Zhiyun Xue, Daekeun You, Sema Candemir, Stefan Jaeger, Sameer K. Antani, L. Rodney Long, George R. Thoma
Chest X-ray Image View Classification. CBMS (2015)
Tao Xu, Cheng Xin, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Edward Kim, Xiaolei Huang
A New Image Data Set and Benchmark for Cervical Dysplasia Classification Evaluation. MLMI (2015)
Matthew S. Simpson, Daekeun You, Md. Mahmudur Rahman, Zhiyun Xue, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma
Literature-based biomedical image classification and retrieval. Comput. Medical Imaging Graph. 39 (2015)
K. C. Santosh, Zhiyun Xue, Sameer K. Antani, George R. Thoma
NLM at imageCLEF2015: Biomedical Multipanel Figure Separation. CLEF (Working Notes) (2015)
Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma
Body Segment Classification for Visible Human Cross Section Slices. CBMS (2014)
Sema Candemir, Stefan Jaeger, Kannappan Palaniappan, Jonathan P. Musco, Rahul K. Singh, Zhiyun Xue, Alexandros Karargyris, Sameer K. Antani, George R. Thoma, Clement J. McDonald
Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration. IEEE Trans. Medical Imaging 33 (2) (2014)
Suchet K. Chachra, Zhiyun Xue, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
Extraction and labeling high-resolution images from PDF documents. DRR (2014)
Stefan Jaeger, Alexandros Karargyris, Sema Candemir, Les R. Folio, Jenifer Siegelman, Fiona M. Callaghan, Zhiyun Xue, Kannappan Palaniappan, Rahul K. Singh, Sameer K. Antani, George R. Thoma, Yi-Xiang Wang, Pu-Xuan Lu, Clement J. McDonald
Automatic Tuberculosis Screening Using Chest Radiographs. IEEE Trans. Medical Imaging 33 (2) (2014)
Emilia Apostolova, Daekeun You, Zhiyun Xue, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma
Image retrieval from scientific publications: Text and image content processing to separate multipanel figures. J. Assoc. Inf. Sci. Technol. 64 (5) (2013)
Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma
Classification of CT Figures in Biomedical Articles Based on Body Segments. ICHI (2013)
Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma
Window Classification of Brain CT Images in Biomedical Articles. AMIA (2012)
Zheng Liu, Erik Blasch, Zhiyun Xue, Jiying Zhao, Robert Laganière, Wei Wu
Objective Assessment of Multiresolution Image Fusion Algorithms for Context Enhancement in Night Vision: A Comparative Study. IEEE Trans. Pattern Anal. Mach. Intell. 34 (1) (2012)
Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma
Pathology-based vertebral image retrieval. ISBI (2011)
Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma
Spine X-ray image retrieval using partial vertebral boundaries. CBMS (2011)
Zhiyun Xue, L. Rodney Long, Sameer K. Antani, Leif Neve, Yaoyao Zhu, George R. Thoma
A unified set of analysis tools for uterine cervix image segmentation. Comput. Medical Imaging Graph. 34 (8) (2010)
Zheng Liu, Todd Macuda, Zhiyun Xue, David S. Forsyth, Robert Laganière
Concealed Weapon Detection: A Data Fusion Perspective. J. Aerosp. Comput. Inf. Commun. 7 (7) (2010)
Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma
Automatic extraction of mosaic patterns in uterine cervix images. CBMS (2010)
Zhiyun Xue, Sameer K. Antani, L. Rodney Long, George R. Thoma
An online segmentation tool for cervicographic image analysis. IHI (2010)
Yaoyao Zhu, Xiaolei Huang, Wei Wang, Daniel P. Lopresti, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, George R. Thoma
Balancing the Role of Priors in Multi-Observer Segmentation Evaluation. J. Signal Process. Syst. 55 (1-3) (2009)
Zhiyun Xue, Sameer K. Antani, L. Rodney Long, George R. Thoma
A system for searching uterine cervix images by visual attributes. CBMS (2009)
Wei Wang, Yaoyao Zhu, Xiaolei Huang, Daniel P. Lopresti, Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma
A Classifier Ensemble Based on Performance Level Estimation. ISBI (2009)
Zhiyun Xue, L. Rodney Long, Sameer K. Antani, Jose Jeronimo, George R. Thoma
Segmentation of mosaicism in cervicographic images using support vector machines. Medical Imaging: Image Processing (2009)
Xiaolei Huang, Wei Wang, Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Jose Jeronimo
Tissue classification using cluster features for lesion detection in digital cervigrams. Medical Imaging: Image Processing (2008)
Yin Chen, Zhiyun Xue, Rick S. Blum
Theoretical analysis of an information-based quality measure for image fusion. Inf. Fusion 9 (2) (2008)
Yaoyao Zhu, Xiaolei Huang, Daniel P. Lopresti, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, George R. Thoma
Web-Based Multi-Observer Segmentation Evaluation Tool. CBMS (2008)
Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma, Jose Jeronimo
Cervicographic image retrieval by spatial similarity of lesions. ICPR (2008)
Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Jose Jeronimo, George R. Thoma
Comparative performance analysis of cervix ROI extraction and specular reflection removal algorithms for uterine cervix image analysis. Medical Imaging: Image Processing (2007)
Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Jose Jeronimo, George R. Thoma
Investigating CBIR Techniques for Cervicographic Images. AMIA (2007)
Viara Van Raad, Zhiyun Xue, Holger Lange
Lesion margin analysis for automated classification of cervical cancer lesions. Medical Imaging: Image Processing (2006)
Zheng Liu, Zhiyun Xue, Rick S. Blum, Robert Laganière
Concealed weapon detection and visualization in a synthesized image. Pattern Anal. Appl. 8 (4) (2006)