Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? Abstract: Delineation of the left ventricular cavity, myocardium, and right ...

MRI-based structural imaging has become an integral component of the clinical assessment of patients with suspected Alzheimer disease (AD), and atrophy of medial temporal structures is now ...

Multimodality imaging of unroofed coronary sinus (CS) atrial septal defect. After diagnosis was made by transesophageal echocardiography (A and B) and cardiac computed tomography (C), a 3-dimensional ...

There are 4 sets of sinuses ordinarily present in humans, but congenital absence or hypoplasia of one or more sinus cavities is not uncommon. The maxillary and ethmoidal sinuses form during the ...

Relatively minor swelling of the mucosa in the anterior ethmoid-middle meatal complex (osteomeatal complex) leads to frontal or maxillary sinus obstruction and secondary disease.

Brain diseases are mainly caused by abnormal growth of brain cells that may damage the brain structure, and eventually will lead to malignant brain cancer. An early diagnosis to enable decisive ...

Mucoceles are cystic masses that generally affect the sinuses. It occurs as a result from obstruction of the ostium of a sinus and consequential accumulation of mucus. Frontal and ethmoid sinuses are ...

Axial (A) and sagittal (B) section T2-weighted brain MRI show diffuse intensity increases (arrowheads) of sinusitis in the ethmoid cells and frontal sinus. Additionally, greater intensity and ...