Health

The present invention discloses a magnetic resonance reconstruction method based on deep learning and data consistency, involving the field of magnetic resonance reconstruction methods; comprising 1: collecting K-space data and integrating it into a network composed of convolutional neural networks and data consistency layers in sequence to complete network construction; 2: converting the undersampled data in the K-space data into a folded image as the input of the constructed network, and converting the fully sampled data thereof into a complete image as the tagged data of the constructed network, and using the tagged data as a target to train the network through back propagation to obtain the mapping relationship between the network input and output; 3: inputting the corresponding image of the test set into the trained network for forward propagation to obtain the output image to complete the magnetic resonance reconstruction. The present invention solves the problems that the existing magnetic resonance reconstruction method based on deep learning does not make full use of the collected data and can only process single channels, resulting in poor reconstruction performance and stability, and achieves the effect of implementing supervision, improving learning ability and thus improving reconstruction performance.

The Philips Sonicare 2 Series toothbrush is an electric toothbrush that has the following features:

Helix NP Blue is a combustible liquid that is blue in color and has a clear odor. Its primary uses are for research and industrial applications.

This document provides guidance on orphans and other vulnerable children affected by HIV/AIDS.

This product is a home massager with the following features: 1. Ergonomic design for comfortable use. 2. Multiple massage modes to meet the needs of different people. 3. Equipped with infrared heating function to help relax muscles. 4. Wireless remote control design for easy operation.

This product is a hair dye with the following features: 1. In rare cases, hair dye can cause serious allergic reactions. 2. Be sure to perform a skin allergy test (patch test) every time you use it. 3. People who have ever had skin inflammation due to the use of hair dye in the past should never use it.

MVP Total RNA - Human Adrenal Gland, Part Number 540133 is an analytical reagent.

A ventilator is a machine that helps people breathe when they can't breathe on their own.

Lamivudine is a white powder that is suspected of damaging fertility or the unborn child. Prolonged or repeated exposure can cause damage to organs.

The Acutrak headless compression screw is an advanced treatment for fracture repair, arthrodesis and osteotomy. It features advanced implantation techniques, simple tools, wide range of indications and high healing rates.

This document is a legal opinion on Shandong Russ Pet Food Co., Ltd.'s public issuance of shares to non-specific qualified investors and listing on the Beijing Stock Exchange.

A novel visual target guidance system is proposed to accurately measure the position of the fundus imaging field of view. The system can achieve single-cell tracking and large-field stitching of fundus blood vessels, which will be beneficial to the application and promotion of liquid crystal adaptive optics systems in clinical ophthalmology.

The Sydney Clinic for Gastrointestinal Diseases Prepkit C is a colon cleanser that can be used before a colonoscopy. It helps to clean out the colon so that the doctor can get a clearer view of the inside of the colon.

AiLink 4G Blood Glucose Meter Application Manual, introduces the features and functions of the product.

AIRVO 2 User Manual, intended for healthcare professionals, describes the features and how to use the product in detail.