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Zhiyun Xue
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2020 – today
- 2024
- [j20]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: 102379 (2024) - [c48]Zhaohui Liang, Zhiyun Xue, Sivaramakrishnan Rajaraman, Sameer K. Antani:
Covid-19 Pneumonia Chest X-Ray Pattern Synthesis by Stable Diffusion. SSIAI 2024: 21-24 - 2023
- [j19]Feng Yang
Assessing Inter-Annotator Agreement for Medical Image Segmentation. IEEE Access 11: 21300-21312 (2023) - [j18]Sivaramakrishnan Rajaraman, Feng Yang
Can deep adult lung segmentation models generalize to the pediatric population? Expert Syst. Appl. 229(Part A): 120531 (2023) - [c47]Zhaohui Liang
Emergency Department Wait Time Forecast based on Semantic and Time Series Patterns in COVID-19 Pandemic. BIBM 2023: 3067-3072 - [c46]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: 3097-3102 - [c45]Tochi Oguguo, Ghada Zamzmi, Sivaramakrishnan Rajaraman, Feng Yang, Zhiyun Xue, Sameer K. Antani:
A Comparative Study of Fairness in Medical Machine Learning. ISBI 2023: 1-5 - [c44]Zhaohui Liang
Automatic Quantification of COVID-19 Pulmonary Edema by Self-supervised Contrastive Learning. MILLanD@MICCAI 2023: 128-137 - [e2]Zhiyun Xue
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. Lecture Notes in Computer Science 14307, Springer 2023, ISBN 978-3-031-47196-4 [contents] - [i12]Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer K. Antani:
Does image resolution impact chest X-ray based fine-grained Tuberculosis-consistent lesion segmentation? CoRR abs/2301.04032 (2023) - [i11]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 abs/2309.09773 (2023) - [i10]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 abs/2309.11318 (2023) - 2022
- [j17]Feng Yang
Annotations of Lung Abnormalities in the Shenzhen Chest X-ray Dataset for Computer-Aided Screening of Pulmonary Diseases. Data 7(7): 95 (2022) - [c43]Zhiyun Xue, Kelly Yu, Paul C. Pearlman, Anabik Pal
Automatic Detection of Oral Lesion Measurement Ruler Toward Computer-Aided Image-Based Oral Cancer Screening. EMBC 2022: 3218-3221 - [c42]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:
Extraction of Ruler Markings For Estimating Physical Size of Oral Lesions. ICPR 2022: 4241-4247 - [c41]Zhiyun Xue, Sandeep Angara, Peng Guo, Sivaramakrishnan Rajaraman, Jose Jeronimo, Ana Cecilia Rodriguez
Image Quality Classification for Automated Visual Evaluation of Cervical Precancer. MILLanD@MICCAI 2022: 206-217 - [c40]Sivaramakrishnan Rajaraman
Data Characterization for Reliable AI in Medicine. RTIP2R 2022: 3-11 - [e1]Ghada Zamzmi
Medical Image Learning with Limited and Noisy Data - First International Workshop, MILLanD 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Lecture Notes in Computer Science 13559, Springer 2022, ISBN 978-3-031-16759-1 [contents] - [i9]Anabik Pal, Zhiyun Xue, Sameer K. Antani:
Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets. CoRR abs/2201.07013 (2022) - [i8]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 abs/2206.06065 (2022) - [i7]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 abs/2211.02475 (2022) - 2021
- [j16]Anabik Pal
Deep Metric Learning for Cervical Image Classification. IEEE Access 9: 53266-53275 (2021) - [j15]Anabik Pal
Deep multiple-instance learning for abnormal cell detection in cervical histopathology images. Comput. Biol. Medicine 138: 104890 (2021) - [j14]Yuan Xue
Selective synthetic augmentation with HistoGAN for improved histopathology image classification. Medical Image Anal. 67: 101816 (2021) - [c39]Sandeep Angara, Peng Guo, Zhiyun Xue, Sameer K. Antani:
Semi-Supervised Learning for Cervical Precancer Detection. CBMS 2021: 202-206 - [c38]Zhiyun Xue, Peng Guo, Kanan T. Desai, Anabik Pal
A Deep Clustering Method For Analyzing Uterine Cervix Images Across Imaging Devices. CBMS 2021: 527-532 - [c37]Zhiyun Xue, Peng Guo, Sandeep Angara, Anabik Pal
Cleaning Highly Unbalanced Multisource Image Dataset for Quality Control in Cervical Precancer Screening. RTIP2R 2021: 3-13 - [c36]Sandeep Angara, Peng Guo, Zhiyun Xue, Sameer K. Antani:
An Empirical Study of Vision Transformers for Cervical Precancer Detection. RTIP2R 2021: 26-32 - [c35]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: 76-84 - [i6]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 abs/2111.06399 (2021) - 2020
- [c34]Jiarong Ye
Synthetic Sample Selection via Reinforcement Learning. MICCAI (1) 2020: 53-63 - [i5]Sudhir Sornapudi, Ronald 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 abs/2007.11392 (2020) - [i4]Jiarong Ye, Yuan Xue, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Keith C. Cheng, Xiaolei Huang:
Synthetic Sample Selection via Reinforcement Learning. CoRR abs/2008.11331 (2020)
2010 – 2019
- 2019
- [c33]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 - [c32]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: 1-4 - [c31]Prasanth Ganesan
Performance Evaluation of a Generative Adversarial Network for Deblurring Mobile-phone Cervical Images. EMBC 2019: 4487-4490 - [c30]Yuan Xue
Synthetic Augmentation and Feature-Based Filtering for Improved Cervical Histopathology Image Classification. MICCAI (1) 2019: 387-396 - [i3]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 abs/1907.10655 (2019) - [i2]Sudhir Sornapudi
Comparing Deep Learning Models for Multi-cell Classification in Liquid-based Cervical Cytology Images. CoRR abs/1910.00722 (2019) - [i1]Yuan Xue, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Xiaolei Huang:
Selective Synthetic Augmentation with Quality Assurance. CoRR abs/1912.03837 (2019) - 2018
- [j13]Szilárd Vajda
Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs. J. Medical Syst. 42(8): 146:1-146:11 (2018) - [c29]Zhiyun Xue, Sivaramakrishnan Rajaraman
Gender Detection from Spine X-Ray Images Using Deep Learning. CBMS 2018: 54-58 - [c28]Sivaramakrishnan Rajaraman, Sema Candemir
A novel stacked generalization of models for improved TB detection in chest radiographs. EMBC 2018: 718-721 - [c27]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: 5890-5893 - [c26]Sivaramakrishnan Rajaraman
Comparing deep learning models for population screening using chest radiography. Medical Imaging: Computer-Aided Diagnosis 2018: 105751E - [c25]Yuan Xue
Multimodal Recurrent Model with Attention for Automated Radiology Report Generation. MICCAI (1) 2018: 457-466 - 2017
- [j12]Tao Xu, Han Zhang, Cheng Xin, Edward Kim, L. Rodney Long, Zhiyun Xue, Sameer K. Antani
Multi-feature based benchmark for cervical dysplasia classification evaluation. Pattern Recognit. 63: 468-475 (2017) - [c24]Sema Candemir
Novel Method for Storyboarding Biomedical Videos for Medical Informatics. CBMS 2017: 127-132 - 2016
- [j11]Alexandros Karargyris, Jenifer Siegelman, Dimitris Tzortzis, Stefan Jaeger, Sema Candemir
Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays. Int. J. Comput. Assist. Radiol. Surg. 11(1): 99-106 (2016) - [c23]Zhiyun Xue, Md. Mahmudur Rahman
Modality Classification for Searching Figures in Biomedical Literature. CBMS 2016: 152-157 - [c22]Sema Candemir
Automatic heart localization and radiographic index computation in chest x-rays. Medical Imaging: Computer-Aided Diagnosis 2016: 978517 - 2015
- [j10]Matthew S. Simpson, Daekeun You, Md. Mahmudur Rahman
Literature-based biomedical image classification and retrieval. Comput. Medical Imaging Graph. 39: 3-13 (2015) - [c21]Zhiyun Xue, Sema Candemir
Foreign object detection in chest X-rays. BIBM 2015: 956-961 - [c20]Zhiyun Xue, Daekeun You, Sema Candemir
Chest X-ray Image View Classification. CBMS 2015: 66-71 - [c19]KC Santosh, Zhiyun Xue, Sameer K. Antani, George R. Thoma:
NLM at imageCLEF2015: Biomedical Multipanel Figure Separation. CLEF (Working Notes) 2015 - [c18]Tao Xu, Cheng Xin, L. Rodney Long, Sameer K. Antani
A New Image Data Set and Benchmark for Cervical Dysplasia Classification Evaluation. MLMI 2015: 26-35 - 2014
- [j9]Stefan Jaeger, Alexandros Karargyris, Sema Candemir
Automatic Tuberculosis Screening Using Chest Radiographs. IEEE Trans. Medical Imaging 33(2): 233-245 (2014) - [j8]Sema Candemir
Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration. IEEE Trans. Medical Imaging 33(2): 577-590 (2014) - [c17]Zhiyun Xue, Sameer K. Antani
Body Segment Classification for Visible Human Cross Section Slices. CBMS 2014: 199-204 - [c16]Suchet K. Chachra, Zhiyun Xue, Sameer K. Antani
Extraction and labeling high-resolution images from PDF documents. DRR 2014: 90210Q-90210Q-9 - 2013
- [j7]Emilia Apostolova, Daekeun You, Zhiyun Xue, Sameer K. Antani
Image retrieval from scientific publications: Text and image content processing to separate multipanel figures. J. Assoc. Inf. Sci. Technol. 64(5): 893-908 (2013) - [c15]Zhiyun Xue, Sameer K. Antani
Classification of CT Figures in Biomedical Articles Based on Body Segments. ICHI 2013: 264-268 - 2012
- [j6]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): 94-109 (2012) - [c14]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 - 2011
- [c13]Zhiyun Xue, L. Rodney Long, Sameer K. Antani
Spine X-ray image retrieval using partial vertebral boundaries. CBMS 2011: 1-6 - [c12]Zhiyun Xue, L. Rodney Long, Sameer K. Antani
Pathology-based vertebral image retrieval. ISBI 2011: 1893-1896 - 2010
- [j5]Zhiyun Xue, L. Rodney Long, Sameer K. Antani
A unified set of analysis tools for uterine cervix image segmentation. Comput. Medical Imaging Graph. 34(8): 593-604 (2010) - [j4]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): 196-209 (2010) - [c11]Zhiyun Xue, L. Rodney Long, Sameer K. Antani
Automatic extraction of mosaic patterns in uterine cervix images. CBMS 2010: 273-278 - [c10]Zhiyun Xue, Sameer K. Antani
An online segmentation tool for cervicographic image analysis. IHI 2010: 425-429
2000 – 2009
- 2009
- [j3]Yaoyao Zhu, Xiaolei Huang, Wei Wang, Daniel P. Lopresti, L. Rodney Long, Sameer K. Antani
Balancing the Role of Priors in Multi-Observer Segmentation Evaluation. J. Signal Process. Syst. 55(1-3): 185-207 (2009) - [c9]Zhiyun Xue, Sameer K. Antani
A system for searching uterine cervix images by visual attributes. CBMS 2009: 1-5 - [c8]Wei Wang, Yaoyao Zhu, Xiaolei Huang, Daniel P. Lopresti, Zhiyun Xue, L. Rodney Long, Sameer K. Antani
A Classifier Ensemble Based on Performance Level Estimation. ISBI 2009: 342-345 - [c7]Zhiyun Xue, L. Rodney Long, Sameer K. Antani
Segmentation of mosaicism in cervicographic images using support vector machines. Medical Imaging: Image Processing 2009: 72594X - 2008
- [j2]Yin Chen, Zhiyun Xue, Rick S. Blum
Theoretical analysis of an information-based quality measure for image fusion. Inf. Fusion 9(2): 161-175 (2008) - [c6]Yaoyao Zhu, Xiaolei Huang, Daniel P. Lopresti, L. Rodney Long, Sameer K. Antani
Web-Based Multi-Observer Segmentation Evaluation Tool. CBMS 2008: 167-169 - [c5]Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma, Jose Jeronimo:
Cervicographic image retrieval by spatial similarity of lesions. ICPR 2008: 1-4 - [c4]Xiaolei Huang, Wei Wang, Zhiyun Xue, Sameer K. Antani
Tissue classification using cluster features for lesion detection in digital cervigrams. Medical Imaging: Image Processing 2008: 69141Z - 2007
- [c3]Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Jose Jeronimo, George R. Thoma:
Investigating CBIR Techniques for Cervicographic Images. AMIA 2007 - [c2]Zhiyun Xue, Sameer K. Antani
Comparative performance analysis of cervix ROI extraction and specular reflection removal algorithms for uterine cervix image analysis. Medical Imaging: Image Processing 2007: 65124I - 2006
- [j1]Zheng Liu, Zhiyun Xue, Rick S. Blum, Robert Laganière:
Concealed weapon detection and visualization in a synthesized image. Pattern Anal. Appl. 8(4): 375-389 (2006) - [c1]Viara Van Raad, Zhiyun Xue, Holger Lange:
Lesion margin analysis for automated classification of cervical cancer lesions. Medical Imaging: Image Processing 2006: 614454
Coauthor Index
[j20] [c48] [j19] [j18] [c47] [c46] [c45] [c44] [e2] [i12] [i11] [i10] [j17] [c43] [c42] [c41] [c40] [e1] [i9] [i8] [i7] [j16] [j15] [j14] [c39] [c38] [c37] [c36] [c35] [i6] [c34] [i5] [i4] [c33] [c32] [c31] [c30] [i3] [i2] [i1] [j13] [c29] [c28] [c27] [c26] [c25] [j12] [c24] [j11] [c23] [c22] [j10] [c21] [c20] [c19] [c18] [j9] [j8] [c17] [c16] [j7] [c15] [c14] [c13] [c12] [j5] [c11] [c10] [j3] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2]
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last updated on 2024-10-30 20:29 CET by the dblp team
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