Acute thrombosis of the lower limb arteries on the background of the XBB.1.5 ("Kraken") subvariant of omicron SARS-COV-2 - medical or surgical treatment?

Aim: Comparative analysis of the results of open thrombectomy and conservative therapy in patients with acute thrombosis of the lower limb arteries against the background of the XBB.1.5 ("Kraken") subvariant of Omicron Severe acute respiratory syndrome-related coronavirus-2 (Sars-cov-2).

Cardiac magnetic resonance image diagnosis of hypertrophic obstructive cardiomyopathy based on a double-branch neural network.

Objective: Cardiac magnetic resonance (CMR) imaging is a well-established technique for diagnosis of hypertrophic obstructive cardiomyopathy (HOCM) and evaluation of cardiac function, but the process is complicated and time consuming. Therefore, this paper proposes a cardiomyopathy recognition algorithm using a multi-task learning mechanism and a double-branch deep learning neural network.

Method: We implemented a double-branch neural network CMR-based HOCM recognition algorithm.