Search Results - "Sousa, Sandra Costa"

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  1. 1

    MDF-Net for abnormality detection by fusing X-rays with clinical data by Hsieh, Chihcheng, Nobre, Isabel Blanco, Sousa, Sandra Costa, Ouyang, Chun, Brereton, Margot, Nascimento, Jacinto C., Jorge, Joaquim, Moreira, Catarina

    Published in Scientific reports (23-09-2023)
    “…This study investigates the effects of including patients’ clinical information on the performance of deep learning (DL) classifiers for disease location in…”
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    Journal Article
  2. 2

    EyeXNet: Enhancing Abnormality Detection and Diagnosis via Eye-Tracking and X-ray Fusion by Hsieh, Chihcheng, Luis, Andre, Neves, Jose, Nobre, Isabel Blanco, Sousa, Sandra Costa, Ouyang, Chun, Jorge, Joaquim, Moreira, Catarina

    Published in Machine learning and knowledge extraction (01-06-2024)
    “…Integrating eye gaze data with chest X-ray images in deep learning (DL) has led to contradictory conclusions in the literature. Some authors assert that eye…”
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    Journal Article
  3. 3

    Integrating Eye-Gaze Data into CXR DL Approaches: A Preliminary study by Luis, Andre, Hsieh, Chihcheng, Nobre, Isabel Blanco, Sousa, Sandra Costa, Maciel, Anderson, Jorge, Joaquim, Moreira, Catarina

    “…This paper proposes a novel multimodal DL architecture incorporating medical images and eye-tracking data for abnormality detection in chest x-rays. Our…”
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    Conference Proceeding
  4. 4

    Shedding light on ai in radiology: A systematic review and taxonomy of eye gaze-driven interpretability in deep learning by Neves, José, Hsieh, Chihcheng, Nobre, Isabel Blanco, Sousa, Sandra Costa, Ouyang, Chun, Maciel, Anderson, Duchowski, Andrew, Jorge, Joaquim, Moreira, Catarina

    Published in European journal of radiology (01-03-2024)
    “…X-ray imaging plays a crucial role in diagnostic medicine. Yet, a significant portion of the global population lacks access to this essential technology due to…”
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    Journal Article
  5. 5

    DALL-M: Context-Aware Clinical Data Augmentation with LLMs by Hsieh, Chihcheng, Moreira, Catarina, Nobre, Isabel Blanco, Sousa, Sandra Costa, Ouyang, Chun, Brereton, Margot, Jorge, Joaquim, Nascimento, Jacinto C

    Published 11-07-2024
    “…X-ray images are vital in medical diagnostics, but their effectiveness is limited without clinical context. Radiologists often find chest X-rays insufficient…”
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    Journal Article
  6. 6

    Improving X-ray Diagnostics through Eye-Tracking and XR by Moreira, Catarina, Nobre, Isabel Blanco, Sousa, Sandra Costa, Pereira, Joao Madeiras, Jorge, Joaquim

    “…There is a growing need to assist radiologists in performing X-ray readings and diagnoses fast, comfortably, and effectively. As radiologists strive to…”
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    Conference Proceeding
  7. 7

    Integrating Eye-Gaze Data into CXR DL Approaches: A Preliminary study by Luís, André, Hsieh, Chihcheng, Nobre, Isabel Blanco, Sousa, Sandra Costa, Maciel, Anderson, Moreira, Catarina, Jorge, Joaquim

    Published 06-02-2023
    “…This paper proposes a novel multimodal DL architecture incorporating medical images and eye-tracking data for abnormality detection in chest x-rays. Our…”
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    Journal Article
  8. 8

    MDF-Net for abnormality detection by fusing X-rays with clinical data by Hsieh, Chihcheng, Nobre, Isabel Blanco, Sousa, Sandra Costa, Ouyang, Chun, Brereton, Margot, Nascimento, Jacinto C, Jorge, Joaquim, Moreira, Catarina

    Published 26-02-2023
    “…This study investigates the effects of including patients' clinical information on the performance of deep learning (DL) classifiers for disease location in…”
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    Journal Article
  9. 9

    Improving X-ray Diagnostics through Eye-Tracking and XR by Moreira, Catarina, Nobre, Isabel Blanco, Sousa, Sandra Costa, Pereira, João Madeiras, Jorge, Joaquim

    Published 03-03-2022
    “…1st International Workshop on XR for Healthcare and Wellbeing, 2022 There is a growing need to assist radiologists in performing X-ray readings and diagnoses…”
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    Journal Article
  10. 10

    Avaliação e Gestão do Risco na Perspetiva da Norma ISO 9001:2015 by Costa, Sandra de Sousa

    Published 01-01-2017
    “…No atual contexto económico, a globalização expõe as organizações a vários fatores, tanto internos como externos, que tornam incerto o alcance dos seus…”
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    Dissertation
  11. 11
  12. 12

    Promoción de la salud: la calidad de vida en las prácticas de enfermería by Firmino Bezerra, Sara Taziana, Mesquita Lemos, Aline, Costa de Sousa, Sandra Maria, Lima Carvalho, Carolina Maria de, Carvalho Fernandes, Ana Fátima, Santos Alves, Maria Dalva

    Published in Enfermería global (01-10-2013)
    “…El objetivo fue reflexionar sobre la calidad de vida (CV) ofrecida en las prácticas de Enfermería con miras a la Promoción de la Salud, discutida desde la I…”
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    Journal Article
  13. 13

    Lipid Profile After Long Term APAP in OSA Patients by e Sousa, Sandra Paula da Costa Pinto da Silva Rebelo

    Published 01-01-2014
    “…PurposeThis study aimed to explore the impact of an 8 year therapy with autoadjusting positive airway pressure (APAP) on fasting lipid level in a sample of…”
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    Dissertation
  14. 14

    Role of the Transcription Factor DRG11 in the Embryonic Development of the Nociceptive System by da Silva Rebelo e Sousa, Sandra Paula da Costa Pinto

    Published 01-01-2010
    “…Neste trabalho, investigámos o envolvimento do gene Drg11 no desenvolvimento do sistema nociceptivo, nomeadamente ao nível do gânglio raquidiano e medula…”
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    Dissertation