Comprehensive assessment of imaging quality of artificial intelligence-assisted compressed sensing-based MR images in routine clinical settings.

Background: Conventional MR acceleration techniques, such as compressed sensing, parallel imaging, and half Fourier often face limitations, including noise amplification, reduced signal-to-noise ratio (SNR) and increased susceptibility to artifacts, which can compromise image quality, especially in high-speed acquisitions. Artificial intelligence (AI)-assisted compressed sensing (ACS) has emerged as a novel approach that combines the conventional techniques with advanced AI algorithms. The objective of this study was to examine the imaging quality of the ACS approach by qualitative and quantitative analysis for brain, spine, kidney, liver, and knee MR imaging, as well as compare the performance of this method with conventional (non-ACS) MR imaging.

Acute kidney injury in lymphoma: a single centre experience.

Background. Acute kidney injury (AKI) is a common but least studied complication of lymphoma. Objective.

Psychiatry and mental health in Malaysia.

Malaysia is a tropical country in the heart of South East Asia, at the crossroads of the ancient east-west sea trade routes. Although independent from British colonial rule only in 1957, it has a recorded history dating back to at least the first century CE, when the region was already the source of valuable mineral and forest produce that found markets in China, India and further west.

Malaysia mental health country profile.

Malaysia is a tropical country in the heart of south east Asia with a population of 24 million people of diverse ethnic, cultural and religious backgrounds living in harmony in 330,000 km(2) of land on the Asian mainland and Borneo. Malaysia, which lies on the crossroads of trade between east and west Asia, has an ancient history as a centre of trading attracting commerce between Europe, west Asia, India and China. It has had influences from major powers that dominated the region throughout its history.