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Comparing Visual Search Patterns in Chest X-Ray Diagnostics
Moreira, C; Alvito, DM; Sousa, SC; Nobre, IM; Ouyang, C; Kopper, R; Duchowski, A; Jorge, J
Date: 2023
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Origin: Lusíadas Saúde
MDF-Net for abnormality detection by fusing X-rays with clinical data
Hsieh, C; Nobre, IB; Sousa, SC; Ouyang, C; Brereton, M; Nascimento, JC; Jorge, J; Moreira, CThis study investigates the effects of including patients' clinical information on the performance of deep learning (DL) classifiers for disease location in chest X-ray images. Although current classifiers achieve high performance using chest X-ray images alone, consultations with practicing radiologists indicate that clinical data is highly informative and essential for interpreting medical images and making p...
Date: 2023
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Origin: Lusíadas Saúde