… and life-threatening pathologies and guiding further … chest radiographic findings associated
with various injuries resulting from blunt chest trauma and compares the efficacy of the chest …

… We defined the target diseases of our DLAD as major thoracic diseases that are common,
clinically important, and detectable on CRs. Specifically, we included pulmonary malignant …

… chest radiography in the evaluation of thoracic polytrauma. The pathophysiology, imaging
manifestations, and management recommendations for injuries to the chest … lung disease and …

Featured Application We present handcrafted and deep feature integration approaches to
tackle the unified weakly-supervised 14-label chest X-ray image classification and …

… for diagnosis of multiple diseases. With the availability of ChestX-ray14, which is a
massive dataset of chest X-ray images and provides annotations for 14 thoracic diseases; it is …

… on human observers when diagnosing and/or detecting thoracic pathologies using different
diagnostic imaging modalities, such as chest X-ray and CT. Peer-reviewed, original research …

… and more accessible diagnosis of thorax diseases on chest radiographs. However, due to
… neural network called Thorax-Net to diagnose 14 thorax diseases using chest radiography. …

… To adapt DenseNet-121 to our problem of classifying chest radiographs into C categories
of thoracic diseases, we keep only C neurons in its last FC layer, replace their activation with …

… thoracic diseases cause several hundred thousand deaths every year among children under
five years old 1,2 . The chest radiograph … for common thoracic diseases in children such as …

… ing a hospital-scale chest X-ray image database, namely “ChestX-ray8”, mined from our
institute’s PACS system. First, we short-list eight common thoracic pathology keywords that are …