يعرض 1 - 10 نتائج من 140 نتيجة بحث عن '"Hassaine, Abdelaali"', وقت الاستعلام: 1.02s تنقيح النتائج
  1. 1
    تقرير
    Clinical outcome prediction under hypothetical interventions -- a representation learning framework for counterfactual reasoning

    المؤلفون: Li, Yikuan, Mamouei, Mohammad, Rao, Shishir, Hassaine, Abdelaali, Canoy, Dexter, Lukasiewicz, Thomas, Rahimi, Kazem, Salimi-Khorshidi, Gholamreza

    مصطلحات موضوعية: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

    الوصول الحر: http://arxiv.org/abs/2205.07234Test

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  2. 2
    تقرير
    Targeted-BEHRT: Deep learning for observational causal inference on longitudinal electronic health records

    المؤلفون: Rao, Shishir, Mamouei, Mohammad, Salimi-Khorshidi, Gholamreza, Li, Yikuan, Ramakrishnan, Rema, Hassaine, Abdelaali, Canoy, Dexter, Rahimi, Kazem

    مصطلحات موضوعية: Computer Science - Machine Learning

    الوصول الحر: http://arxiv.org/abs/2202.03487Test

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  3. 3
    تقرير
    Transfer Learning in Electronic Health Records through Clinical Concept Embedding

    المؤلفون: Solares, Jose Roberto Ayala, Zhu, Yajie, Hassaine, Abdelaali, Rao, Shishir, Li, Yikuan, Mamouei, Mohammad, Canoy, Dexter, Rahimi, Kazem, Salimi-Khorshidi, Gholamreza

    مصطلحات موضوعية: Computer Science - Machine Learning

    الوصول الحر: http://arxiv.org/abs/2107.12919Test

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  4. 4
    تقرير
    Hi-BEHRT: Hierarchical Transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records

    المؤلفون: Li, Yikuan, Mamouei, Mohammad, Salimi-Khorshidi, Gholamreza, Rao, Shishir, Hassaine, Abdelaali, Canoy, Dexter, Lukasiewicz, Thomas, Rahimi, Kazem

    مصطلحات موضوعية: Computer Science - Machine Learning

    الوصول الحر: http://arxiv.org/abs/2106.11360Test

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  5. 5
    دورية أكاديمية
    Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records

    المؤلفون: Rao, Shishir, Mamouei, Mohammad, Salimi-Khorshidi, Gholamreza, Li, Yikuan, Ramakrishnan, Rema, Hassaine, Abdelaali, Canoy, Dexter, Rahimi, Kazem

    المساهمون: British Heart Foundation, UK Research and Innovation (UKRI) through the Global Challenges Research Fund, Oxford National Institute of Health Research (NIHR) Biomedical Research Centre, Oxford Martin School (OMS), University of Oxford

    المصدر: IEEE Transactions on Neural Networks and Learning Systems ; volume 35, issue 4, page 5027-5038 ; ISSN 2162-237X 2162-2388

    الإتاحة: https://doi.org/10.1109/tnnls.2022.3183864Test
    http://xplorestaging.ieee.org/ielx7/5962385/10492491/09804397.pdf?arnumber=9804397Test

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  6. 6
    دورية أكاديمية
    A scoping review finds a growing trend in studies validating multimorbidity patterns and identifies five broad types of validation methods

    المؤلفون: Dhafari, Thamer Ba, Pate, Alexander, Azadbakht, Narges, Bailey, Rowena, Rafferty, James, Jalali-najafabadi, Farideh, Martin, Glen P., Hassaine, Abdelaali, Akbari, Ashley, Lyons, Jane, Watkins, Alan, Lyons, Ronan A., Peek, Niels

    المساهمون: Manchester Biomedical Research Centre, Medical Research Council, National Institute for Health and Care Research

    المصدر: Journal of Clinical Epidemiology ; volume 165, page 111214 ; ISSN 0895-4356

    مصطلحات موضوعية: Epidemiology

    الإتاحة: https://doi.org/10.1016/j.jclinepi.2023.11.004Test
    https://api.elsevier.com/content/article/PII:S0895435623002986?httpAccept=text/xmlTest
    https://api.elsevier.com/content/article/PII:S0895435623002986?httpAccept=text/plainTest

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  7. 7
    تقرير
    Risk factor identification for incident heart failure using neural network distillation and variable selection

    المؤلفون: Li, Yikuan, Rao, Shishir, Mamouei, Mohammad, Salimi-Khorshidi, Gholamreza, Canoy, Dexter, Hassaine, Abdelaali, Lukasiewicz, Thomas, Rahimi, Kazem

    مصطلحات موضوعية: Computer Science - Machine Learning

    الوصول الحر: http://arxiv.org/abs/2102.12936Test

    View record in Arxiv

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  8. 8
    تقرير
    An explainable Transformer-based deep learning model for the prediction of incident heart failure

    المؤلفون: Rao, Shishir, Li, Yikuan, Ramakrishnan, Rema, Hassaine, Abdelaali, Canoy, Dexter, Cleland, John, Lukasiewicz, Thomas, Salimi-Khorshidi, Gholamreza, Rahimi, Kazem

    مصطلحات موضوعية: Computer Science - Machine Learning

    الوصول الحر: http://arxiv.org/abs/2101.11359Test

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  9. 9
    تقرير
    Deep Bayesian Gaussian Processes for Uncertainty Estimation in Electronic Health Records

    المؤلفون: Li, Yikuan, Rao, Shishir, Hassaine, Abdelaali, Ramakrishnan, Rema, Zhu, Yajie, Canoy, Dexter, Salimi-Khorshidi, Gholamreza, Lukasiewicz, Thomas, Rahimi, Kazem

    مصطلحات موضوعية: Computer Science - Machine Learning, Statistics - Machine Learning

    الوصول الحر: http://arxiv.org/abs/2003.10170Test

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  10. 10
    تقرير
    BEHRT: Transformer for Electronic Health Records

    المؤلفون: Li, Yikuan, Rao, Shishir, Solares, Jose Roberto Ayala, Hassaine, Abdelaali, Canoy, Dexter, Zhu, Yajie, Rahimi, Kazem, Salimi-Khorshidi, Gholamreza

    مصطلحات موضوعية: Computer Science - Machine Learning, Statistics - Machine Learning

    الوصول الحر: http://arxiv.org/abs/1907.09538Test

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