Hasil Pencarian - Zhiyun Xue

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  1. 1
    Editorial on Special Issue “Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care”

    Editorial on Special Issue “Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care” oleh Sivaramakrishnan Rajaraman, Zhiyun Xue, Sameer Antani

    Diterbitkan 2024-09-01
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  2. 2
    Noise-induced modality-specific pretext learning for pediatric chest X-ray image classification

    Noise-induced modality-specific pretext learning for pediatric chest X-ray image classification oleh Sivaramakrishnan Rajaraman, Zhaohui Liang, Zhiyun Xue, Sameer Antani

    Diterbitkan 2024-09-01
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  3. 3
    Automated quantification of SARS-CoV-2 pneumonia with large vision model knowledge adaptation

    Automated quantification of SARS-CoV-2 pneumonia with large vision model knowledge adaptation oleh Zhaohui Liang, Zhiyun Xue, Sivaramakrishnan Rajaraman, Sameer Antani

    Diterbitkan 2024-12-01
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  4. 4
    A Deep Modality-Specific Ensemble for Improving Pneumonia Detection in Chest X-rays

    A Deep Modality-Specific Ensemble for Improving Pneumonia Detection in Chest X-rays oleh Sivaramakrishnan Rajaraman, Peng Guo, Zhiyun Xue, Sameer K. Antani

    Diterbitkan 2022-06-01
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  5. 5
    Cross-Dataset Evaluation of Deep Learning Networks for Uterine Cervix Segmentation

    Cross-Dataset Evaluation of Deep Learning Networks for Uterine Cervix Segmentation oleh Peng Guo, Zhiyun Xue, L. Rodney Long, Sameer Antani

    Diterbitkan 2020-01-01
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  6. 6
    Assessing the Impact of Image Resolution on Deep Learning for TB Lesion Segmentation on Frontal Chest X-rays

    Assessing the Impact of Image Resolution on Deep Learning for TB Lesion Segmentation on Frontal Chest X-rays oleh Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer Antani

    Diterbitkan 2023-02-01
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  7. 7
    Cross Dataset Analysis of Domain Shift in CXR Lung Region Detection

    Cross Dataset Analysis of Domain Shift in CXR Lung Region Detection oleh Zhiyun Xue, Feng Yang, Sivaramakrishnan Rajaraman, Ghada Zamzmi, Sameer Antani

    Diterbitkan 2023-03-01
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  8. 8
    A Systematic Evaluation of Ensemble Learning Methods for Fine-Grained Semantic Segmentation of Tuberculosis-Consistent Lesions in Chest Radiographs

    A Systematic Evaluation of Ensemble Learning Methods for Fine-Grained Semantic Segmentation of Tuberculosis-Consistent Lesions in Chest Radiographs oleh Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer K. Antani

    Diterbitkan 2022-08-01
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  9. 9
    Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric chest X-ray images

    Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric chest X-ray images oleh Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer Antani

    Diterbitkan 2024-01-01
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  10. 10
    Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric chest X-ray images.

    Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric chest X-ray images. oleh Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer Antani

    Diterbitkan 2024-01-01
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  11. 11
    Uncertainty Quantification in Segmenting Tuberculosis-Consistent Findings in Frontal Chest X-rays

    Uncertainty Quantification in Segmenting Tuberculosis-Consistent Findings in Frontal Chest X-rays oleh Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhiyun Xue, Stefan Jaeger, Sameer K. Antani

    Diterbitkan 2022-06-01
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  12. 12
    Deep Metric Learning for Cervical Image Classification

    Deep Metric Learning for Cervical Image Classification oleh Anabik Pal, Zhiyun Xue, Brian Befano, Ana Cecilia Rodriguez, L. Rodney Long, Mark Schiffman, Sameer Antani

    Diterbitkan 2021-01-01
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  13. 13
    Assessing Inter-Annotator Agreement for Medical Image Segmentation

    Assessing Inter-Annotator Agreement for Medical Image Segmentation oleh Feng Yang, Ghada Zamzmi, Sandeep Angara, Sivaramakrishnan Rajaraman, Andre Aquilina, Zhiyun Xue, Stefan Jaeger, Emmanouil Papagiannakis, Sameer K. Antani

    Diterbitkan 2023-01-01
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  14. 14
    DeepCIN: Attention-based cervical histology image classification with sequential feature modeling for pathologist-level accuracy

    DeepCIN: Attention-based cervical histology image classification with sequential feature modeling for pathologist-level accuracy oleh Sudhir Sornapudi, R Joe Stanley, William V Stoecker, Rodney Long, Zhiyun Xue, Rosemary Zuna, Shellaine R Frazier, Sameer Antani

    Diterbitkan 2020-01-01
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  15. 15
    Ensemble Deep Learning for Cervix Image Selection toward Improving Reliability in Automated Cervical Precancer Screening

    Ensemble Deep Learning for Cervix Image Selection toward Improving Reliability in Automated Cervical Precancer Screening oleh Peng Guo, Zhiyun Xue, Zac Mtema, Karen Yeates, Ophira Ginsburg, Maria Demarco, L. Rodney Long, Mark Schiffman, Sameer Antani

    Diterbitkan 2020-07-01
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  16. 16
    Annotations of Lung Abnormalities in the Shenzhen Chest X-ray Dataset for Computer-Aided Screening of Pulmonary Diseases

    Annotations of Lung Abnormalities in the Shenzhen Chest X-ray Dataset for Computer-Aided Screening of Pulmonary Diseases oleh Feng Yang, Pu Xuan Lu, Min Deng, Yì Xiáng J. Wáng, Sivaramakrishnan Rajaraman, Zhiyun Xue, Les R. Folio, Sameer K. Antani, Stefan Jaeger

    Diterbitkan 2022-07-01
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  17. 17
    Design and feasibility of a novel program of cervical screening in Nigeria: self-sampled HPV testing paired with visual triage

    Design and feasibility of a novel program of cervical screening in Nigeria: self-sampled HPV testing paired with visual triage oleh Kanan T. Desai, Kayode O. Ajenifuja, Adekunbiola Banjo, Clement A. Adepiti, Akiva Novetsky, Cathy Sebag, Mark H. Einstein, Temitope Oyinloye, Tamara R. Litwin, Matt Horning, Fatai Olatunde Olanrewaju, Mufutau Muphy Oripelaye, Esther Afolabi, Oluwole O. Odujoko, Philip E. Castle, Sameer Antani, Ben Wilson, Liming Hu, Courosh Mehanian, Maria Demarco, Julia C. Gage, Zhiyun Xue, Leonard R. Long, Li Cheung, Didem Egemen, Nicolas Wentzensen, Mark Schiffman

    Diterbitkan 2020-10-01
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