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Elizabeth Jane Sutton

  1. "Sloan Kettering Institute Postdocs"
Formats
  1. Journal Article (25)
  2. Meeting Abstract (2)
  3. Book Section (1)
Groups
  1. Body Imaging Service (28)
  2. Breast Imaging Service (28)
  3. Radiology, Department of (28)
  4. Sloan Kettering Institute Postdocs (28)
  5. Medical Physics (13)
  6. Epidemiology and Biostatistics (9)

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People
  1. Elizabeth Morris (20)
  2. Katja Pinker-Domenig (15)
  3. Danny Martinez (13)
  4. Natsuko Yamashita (8)
  5. Sarah Eskreis-Winkler (8)
  6. Sunitha Thakur (7)

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Years
  1. 2025 (2)
  2. 2023 (2)
  3. 2022 (5)
  4. 2021 (4)
  5. 2020 (6)
  6. 2019 (3)

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Publications
  1. Journal of Magnetic Resonance Imaging (4)
  2. European Radiology (3)
  3. Breast Cancer Research (2)
  4. Frontiers in Oncology (2)
  5. Investigative Radiology (2)
  6. Journal of Clinical Oncology (2)

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Publishers
  1. Springer (6)
  2. Wiley Blackwell (4)
  3. American Society of Clinical Oncology (2)
  4. Biomed Central Ltd (2)
  5. Frontiers Media S.A. (2)
  6. Lippincott Williams & Wilkins (2)

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Results (28)

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  • Cross-site validation of AI segmentation and harmonization in breast MRI
    Journal Article

    Huang, Y.; Leotta, N. J.; Hirsch, L.; Lo Gullo, R.; Hughes, M.; Reiner, J.; Saphier, N. B.; Myers, K. S.; Panigrahi, B.; Ambinder, E.; more...
    Journal of Imaging Informatics in Medicine (2025)

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  • Early detection of breast cancer in MRI using AI
    Journal Article

    Hirsch, L.; Huang, Y.; Makse, H. A.; Martinez, D. F.; Hughes, M.; Eskreis-Winkler, S.; Pinker, K.; Morris, E. A.; Parra, L. C.; Sutton, E. J.
    Academic Radiology (2025)

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  • Automated triage of screening breast MRI examinations in high-risk women using an ensemble deep learning model
    Journal Article

    Bhowmik, A.; Monga, N.; Belen, K.; Varela, K.; Sevilimedu, V.; Thakur, S. B.; Martinez, D. F.; Sutton, E. J.; Pinker, K.; Eskreis-Winkler, S.
    Investigative Radiology (2023)

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  • High-temporal/high-spatial resolution breast magnetic resonance imaging improves diagnostic accuracy compared with standard breast magnetic resonance imaging in patients with high background parenchymal enhancement
    Journal Article

    Eskreis-Winkler, S.; Sung, J. S.; Dixon, L.; Monga, N.; Jindal, R.; Simmons, A.; Thakur, S.; Sevilimedu, V.; Sutton, E.; Comstock, C.; more...
    Journal of Clinical Oncology (2023)

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  • Prediction of neoadjuvant treatment outcomes with multimodal data integration in breast cancer
    Meeting Abstract

    Khosravi, P.; Sutton, E. J.; Jee, J.; Dalfonso, T.; Fong, C. J.; Rose, D.; Da Silva, E. M.; Kohli, A.; Ho, D. J.; Ahmed, M. S.; more...
    Cancer Research (2022)

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  • Breast MRI background parenchymal enhancement categorization using deep learning: Outperforming the radiologist
    Journal Article

    Eskreis-Winkler, S.; Sutton, E. J.; D'Alessio, D.; Gallagher, K.; Saphier, N.; Stember, J.; Martinez, D. F.; Morris, E. A.; Pinker, K.
    Journal of Magnetic Resonance Imaging (2022)

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  • Multimodal data integration using machine learning improves risk stratification of high-grade serous ovarian cancer
    Journal Article

    Boehm, K. M.; Aherne, E. A.; Ellenson, L.; Nikolovski, I.; Alghamdi, M.; Vázquez-García, I.; Zamarin, D.; Roche, K. L.; Liu, Y.; Patel, D.; more...
    Nature Cancer (2022)

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  • Radiologist-level performance by using deep learning for segmentation of breast cancers on MRI scans
    Journal Article

    Hirsch, L.; Huang, Y.; Luo, S.; Saccarelli, C. R.; Lo Gullo, R.; Naranjo, I. D.; Bitencourt, A. G. V.; Onishi, N.; Ko, E. S.; Leithner, D.; more...
    Radiology: Artificial Intelligence (2022)

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  • Semisupervised training of a brain MRI tumor detection model using mined annotations
    Journal Article

    Swinburne, N. C.; Yadav, V.; Kim, J.; Choi, Y. R.; Gutman, D. C.; Yang, J. T.; Moss, N.; Stone, J.; Tisnado, J.; Hatzoglou, V.; more...
    Radiology (2022)

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  • Using deep learning to improve nonsystematic viewing of breast cancer on MRI
    Journal Article

    Eskreis-Winkler, S.; Onishi, N.; Pinker, K.; Reiner, J. S.; Kaplan, J.; Morris, E. A.; Sutton, E. J.
    Journal of Breast Imaging (2021)

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