Multiparametric magnetic resonance imaging (mpMRI) is an indispensable tool in the clinical workflow for the diagnosis and treatment planning of various diseases. Machine learning-based artificial intelligence (AI) methods, especially those adopting the deep learning technique, have been extensively employed to perform mpMRI image classification, segmentation, registration, detection, reconstruction, and super-resolution. The current availabilities of increasing computational power and fast-improving AI algorithms have empowered numerous computer-based systems for applying mpMRI to disease diagnosis, imaging-guided radiotherapy, patient risk and overall survival time prediction, and the development of advanced quantitative imaging technology for magnetic resonance fingerprinting.However,the wide application of these developed systems in the clinic is still limited by a number of factors, including robustness, reliability, and interpretability. This survey aims to provide an overview for new researchers in the field as well as radiologists with the hope that they can understand the general concepts, main application scenarios, and remaining challenges of AI in mpMRI.

BIM is a type of information technology that aims to improve collaboration and productivity by providing data analysis for the entire life cycle of a building. This paper investigates the development of a BIM-based engineering management model and the implementation of BIM-based engineering project information integration management based on BIM information collaboration by analyzing BIM integrated information and combining collaboration theory, engineering project management, and computer network collaboration and interaction theory. The use of BIM technology can effectively improve the control level and implementation efficiency of enterprise projects, reduce the rate of rework, and promote the continuous improvement of the industry’s capability and technology. The entire project operation, design, and construction process can be optimized and managed by using BIM technology to create a digital model.