Search Results - Sameer Antani

  • Showing 1 - 17 results of 17
Refine Results
  1. 1

    Editorial on Special Issue “Artificial Intelligence in Image-Based Screening, Diagnostics, and Clinical Care of Cardiopulmonary Diseases” by Sivaramakrishnan Rajaraman, Sameer Antani

    Published in Diagnostics (2022-10-01)
    Get full text
    Article


  2. 2

    Weakly Labeled Data Augmentation for Deep Learning: A Study on COVID-19 Detection in Chest X-Rays by Sivaramakrishnan Rajaraman, Sameer Antani

    Published in Diagnostics (2020-05-01)
    Get full text
    Article


  3. 3

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

    Published in Diagnostics (2024-09-01)
    Get full text
    Article


  4. 4

    Accelerating Super-Resolution and Visual Task Analysis in Medical Images by Ghada Zamzmi, Sivaramakrishnan Rajaraman, Sameer Antani

    Published in Applied Sciences (2020-06-01)
    Get full text
    Article


  5. 5

    Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN by Zhaohui Liang, Jimmy Xiangji Huang, Sameer Antani

    Published in Sensors (2022-12-01)
    Get full text
    Article


  6. 6

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

    Published in Frontiers in Artificial Intelligence (2024-09-01)
    Get full text
    Article


  7. 7

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

    Published in New Microbes and New Infections (2024-12-01)
    Get full text
    Article


  8. 8

    Chest X-ray Bone Suppression for Improving Classification of Tuberculosis-Consistent Findings by Sivaramakrishnan Rajaraman, Ghada Zamzmi, Les Folio, Philip Alderson, Sameer Antani

    Published in Diagnostics (2021-05-01)
    Get full text
    Article


  9. 9

    DiiS: A Biomedical Data Access Framework for Aiding Data Driven Research Supporting FAIR Principles by Priya Deshpande, Alexander Rasin, Jacob Furst, Daniela Raicu, Sameer Antani

    Published in Data (2019-04-01)
    Get full text
    Article


  10. 10

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

    Published in Diagnostics (2023-02-01)
    Get full text
    Article


  11. 11

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

    Published in Diagnostics (2023-03-01)
    Get full text
    Article


  12. 12

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

    Published in PLOS Digital Health (2024-01-01)
    Get full text
    Article


  13. 13

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

    Published in PLOS Digital Health (2024-01-01)
    Get full text
    Article


  14. 14

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

    Published in Journal of Pathology Informatics (2020-01-01)
    Get full text
    Article


  15. 15

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

    Published in Diagnostics (2020-07-01)
    Get full text
    Article


  16. 16

    Validation in Zambia of a cervical screening strategy including HPV genotyping and artificial intelligence (AI)-based automated visual evaluation by Groesbeck P. Parham, Didem Egemen, Brian Befano, Mulindi H. Mwanahamuntu, Ana Cecilia Rodriguez, Sameer Antani, Samson Chisele, Mukatimui Kalima Munalula, Friday Kaunga, Francis Musonda, Evans Malyangu, Aaron Lunda Shibemba, Silvia de Sanjose, Mark Schiffman, Vikrant V. Sahasrabuddhe

    Published in Infectious Agents and Cancer (2023-10-01)
    Get full text
    Article


  17. 17

    Reproducible and clinically translatable deep neural networks for cervical screening by Syed Rakin Ahmed, Brian Befano, Andreanne Lemay, Didem Egemen, Ana Cecilia Rodriguez, Sandeep Angara, Kanan Desai, Jose Jeronimo, Sameer Antani, Nicole Campos, Federica Inturrisi, Rebecca Perkins, Aimee Kreimer, Nicolas Wentzensen, Rolando Herrero, Marta del Pino, Wim Quint, Silvia de Sanjose, Mark Schiffman, Jayashree Kalpathy-Cramer

    Published in Scientific Reports (2023-12-01)
    Get full text
    Article


Search Tools: