This paper provides a modified capsule network to detect and classify pneumonia by using X-ray pictures. The model consists of two parts: encoder and decoder. Encoder contains convolutional layer, primary capsule layer, and digital capsule layer. The primary capsule layer and digital capsule layer ...
X-ray or CT scan pictures may be taken of your lungs and your airway. The pictures may be used to check for damage or other problems.How is PJP treated?If you have other medical conditions and poor health, you will need to stay in a hospital for treatment. Your healthcare provider wil...
X-ray or CT pictures may show lung damage or an infection, such as swelling and fluid in your lungs. You may be given contrast liquid before the CT scan so your healthcare provider can see the pictures better. Tell your healthcare provider if you have ever had an allergic reaction to ...
My dad had viral walking pneumonia and didn't even know it. This kind is less serious than regular pneumonia, and it takes awhile for the symptoms to show up. He did have the flu for a week, so he just thought he was having a tough time recovering from it. When he was still sick...
I always thought that pneumonia just means a serious viral infection. I had no idea that it has so many possible causes. How is this possible? So I guess anything that's not bacterial or viral pneumonia is atypical? But which kind is worst or most dangerous?
Fig. 1. A, Chest x-ray showing bilateral patchy infiltrates. B, Chest CT scan showing diffuse ground glass opacities. On initial physical examination he was afebrile, tachypneic, and hypoxic, requiring 80% oxygen to achieve a SpO2 of 92%. Lung auscultation revealed diffuse rhonchi and rales...
X-ray computed tomography (CT) was employed to obtain the radiography pictures. (A) Representative radiography pictures of invasive liver abscess (red arrow) form a PLA patient. (B) Lung imaging pictures of patients with ventilator-associated severe pneumonia. (C) Clinical samples including ...
Mycoplasmais usually treated in the community with antibiotics and hospitalisation is not common. It can lead to a phenomenon called “walking pneumonia”, which is when the chest x-ray looks much worse than the patient appears. In Taiwan, however, reports have suggested there’s a high level...
The diagnosis of pneumonia may include a complete physical examination and medical history. The physical examination may revealwheezingand crackling sounds in the lungs, as well as diminished breath sounds. A chest x-ray may reveal white areas that may signal the accumulation of pus and fluid in...
Cryo-electron microscopy uses an advanced electron-scanning microscope, which can image a cryogenically frozen sample down to the sub-nanometer range. The NTU images captured the enzyme at a resolution of 3.7 Angstrom, or 0.37 nanometers. Based on these two-dimensional pictures, the team then bui...