Search Results - "Sousa, Sandra Costa"
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MDF-Net for abnormality detection by fusing X-rays with clinical data
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 -
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EyeXNet: Enhancing Abnormality Detection and Diagnosis via Eye-Tracking and X-ray Fusion
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 -
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Integrating Eye-Gaze Data into CXR DL Approaches: A Preliminary study
Published in 2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) (01-03-2023)“…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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Conference Proceeding -
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Shedding light on ai in radiology: A systematic review and taxonomy of eye gaze-driven interpretability in deep learning
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 -
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DALL-M: Context-Aware Clinical Data Augmentation with LLMs
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 -
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Improving X-ray Diagnostics through Eye-Tracking and XR
Published in 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) (01-03-2022)“…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 -
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Integrating Eye-Gaze Data into CXR DL Approaches: A Preliminary study
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
MDF-Net for abnormality detection by fusing X-rays with clinical data
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
Improving X-ray Diagnostics through Eye-Tracking and XR
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 -
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Avaliação e Gestão do Risco na Perspetiva da Norma ISO 9001:2015
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 -
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Promoción de la salud: la calidad de vida en las prácticas de enfermería
Published in Enfermería global (01-10-2013)Get full text
Journal Article -
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Promoción de la salud: la calidad de vida en las prácticas de enfermería
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 -
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Lipid Profile After Long Term APAP in OSA Patients
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 -
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Role of the Transcription Factor DRG11 in the Embryonic Development of the Nociceptive System
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