The convolutional layer and loss function are two fundamental components...
Global warming leads to the increase in frequency and intensity of clima...
Transfer learning allows the reuse of deep learning features on new data...
Congenital heart disease (CHD) is the most common congenital abnormality...
Transfer learning with pre-trained neural networks is a common strategy ...
Deep learning has now become the de facto approach to the recognition of...
Obtaining automated preliminary read reports for common exams such as ch...
Deep learning has largely reduced the need for manual feature selection ...
Central venous catheters (CVCs) are commonly used in critical care setti...
In many screening applications, the primary goal of a radiologist or
ass...
Chest X-rays are the most common diagnostic exams in emergency rooms and...
Chest X-rays (CXRs) are among the most commonly used medical image
modal...
With the introduction of fully convolutional neural networks, deep learn...
Deep learning has shown promising results in medical image analysis, how...
Although deep learning can provide promising results in medical image
an...