Zhiyun Xue - RankMe

89 papers B 18Misc 3Journal 35Unranked 31

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	—	`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
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	—	`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`	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`	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`	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	—	`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
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	—	`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`	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	—	`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`	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
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`	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
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	—	`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`	Selective Synthetic Augmentation with Quality Assurance. CoRR Yuan Xue, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Xiaolei Huang
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
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	—	`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`	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
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	B	`conf`	Novel Method for Storyboarding Biomedical Videos for Medical Informatics. CBMS Sema Candemir, Sameer K. Antani, Zhiyun Xue, 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	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	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
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	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	—	`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`	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`	NLM at imageCLEF2015: Biomedical Multipanel Figure Separation. CLEF (Working Notes) KC Santosh, Zhiyun Xue, Sameer K. Antani, 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	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	—	`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	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
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	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
2012	J	`jnl`	Objective Assessment of Multiresolution Image Fusion Algorithms for Context Enhancement in Night Vision: A Comparative Study. IEEE Trans. Pattern Anal. Mach. Intell. Zheng Liu, Erik Blasch, Zhiyun Xue, Jiying Zhao, Robert Laganière, Wei Wu
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	—	`conf`	Pathology-based vertebral image retrieval. ISBI Zhiyun Xue, L. Rodney Long, 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
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	J	`jnl`	Concealed Weapon Detection: A Data Fusion Perspective. J. Aerosp. Comput. Inf. Commun. Zheng Liu, Todd Macuda, Zhiyun Xue, David S. Forsyth, Robert Laganière
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 system for searching uterine cervix images by visual attributes. CBMS Zhiyun Xue, Sameer K. Antani, L. Rodney Long, George R. Thoma
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	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
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	J	`jnl`	Theoretical analysis of an information-based quality measure for image fusion. Inf. Fusion Yin Chen, Zhiyun Xue, Rick S. Blum
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	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	Misc	`conf`	Investigating CBIR Techniques for Cervicographic Images. AMIA Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Jose Jeronimo, George R. Thoma
2006	J	`jnl`	Concealed weapon detection and visualization in a synthesized image. Pattern Anal. Appl. Zheng Liu, Zhiyun Xue, Rick S. Blum, Robert Laganière
2006	B	`conf`	Lesion margin analysis for automated classification of cervical cancer lesions. Image Processing Viara Van Raad, Zhiyun Xue, Holger Lange