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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, C

This 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   |   Origin: Lusíadas Saúde
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