Background The anatomically constrained registration network (AC-RegNet), which yields plausible results, has emerged as the state-of-the-art architecture for chest X-ray (CXR) images. Nevertheless, accurate lung field results may be more favored and exciting than of entire CXR images hold promise dynamic analysis in clinical practice. Objective Based on above, a model based AC-RegNet static is urgently developed to register these fields quantitative analysis. Methods This paper proposes...

In this paper, waste engine oil was used as the base to produce a competent rejuvenator for recycled asphalt mixture based on Design-Expert surface response method. From in terms of penetration, ductility, softening point, glass transition temperature, and mass-loss percentage, optimum oil-based had 5% plasticizer, 6.33% antiaging agent, 7.3% fusogen. The thermogravimetric (TG) analysis indicated that prepared possessed excellent thermostability at 200°C. dosage determined 6% by weight...

Abstract Multimodal medical image is an effective method to solve a series of clinical problems, such as diagnosis and postoperative treatment. In this study, fusion based on convolutional sparse representation (CSR) mutual information correlation proposed. method, the source decomposed into one high-frequency low-frequency sub-band by non-subsampled shearlet transform. For sub-band, CSR used for coefficient fusion. different strategies are regions analysis. Analysis two kinds namely, CT–MRI...

With the continuing increase in use of recycled asphalt pavement (RAP) and shingle (RAS) for highway construction, there is a concern over how much aged binder inside RAP/RAS can be blended into virgin binder. In this study, mobilization rates 13 different mixtures produced by three types plants Tennessee were determined using fluorescence microscopy gel permeation chromatography (GPC). A multiple regression model was developed to explore factors critical enhancing rate Results showed that...

The properties of asphalt and aggregate in the warm-mix (WMA) containing recycled pavement (RAP) are critical to mixture performances. This study quantified effects morphological WMA-containing RAP through gray correlation analysis. involved this included content, two-dimensional coarse aggregate, three-dimensional angle surface free energy asphalt. high-temperature performance represented by dynamic stability, low-temperature indicated maximum bending strain, moisture susceptibility...

Both the discrete and continuous particle packing models are used to design UHPC, but influences of a water film covering surfaces on compactness system were not considered in these models. In fact, results certain distance between solid particles (DSP), which affects system, especially for cementitious materials with small sizes. present study, mixture method UHPC was proposed based Fuller distribution model modified using DSP. Then, components aggregates optimized, matrices high...

The current English composition automatic correction system rarely involves coherence quality analysis of compositions. Therefore, a semantic diagnosis model for texts was constructed based on sentence maps, and its effectiveness verified through experiments. Experimental results show that sub Graphical 10, 12 13 exceed 200 the first two test 1 last texts. However, differences between these three subgraphs different are not significant, with below 30 0.3. In addition, when extracting...

Chest X-rays (CXR) are widely used to facilitate the diagnosis and treatment of critically ill emergency patients in clinical practice. Accurate hemi-diaphragm detection based on postero-anterior (P-A) CXR images is crucial for diaphragm function assessment provide precision healthcare these vulnerable populations.

Introduction The cardiothoracic ratio (CTR) based on postero-anterior chest X-rays (P-A CXR) images is one of the most commonly used cardiac measurement methods and an indicator for initially evaluating diseases. However, hearts are not readily observable P-A CXR compared to lung fields. Therefore, radiologists often manually determine CTR’s right left heart border points adjacent fields images. Meanwhile, manual CTR image requires experienced time-consuming laborious. Methods Based above,...

This study aims to comprehensively the effects of Ca2+ on SA-induced resistance Botrytis cinerea in tomato through proteomics analysis. A proteomic approach was used uncover inducible proteins susceptible cultivars 'L402' against after salicylic acid (SA) and a combination treatment CaCl2 SA. The results showed that use SA significantly enhanced cinerea. In total, 46 differentially expressed protein spots from 2-DE gel maps were detected, which 41 identified by mass spectrometry. All...

In farmland ecosystems, phosphorus and water have crucial roles. To elucidate the effects of concentration management on arbuscular mycorrhizal fungi (AMF), field experiments were conducted in a ecosystem (China). We examined different treatments, including drought normal phosphorus, low AM fungal biomass, diversity, community. Results showed great differences AMF under concentrations. When suitable treatment, became more abundant conducive to plant growth. The abundance varied with...

Camellia oleifera is a unique edible oil tree species in China and one of the four major woody world. Its products are widely used forestry, agriculture fishery, medicine, daily chemicals, light textile so on. In recent years, C. has become topic great scientific interest because its value. However, few lipidomics studies on were reported. this study, “XiangLin1” (XL1) “XiangLin210” (XL210) analyzed by non-targeted LC-MS/MS 1329 metabolites identified. The 99 significantly different lipids...

The risk of a project portfolio is investigated using new methodology, which applying Bayesian network structure learning to construct the interdependent risks network. In particular, overcome drawback greedy research algorithm with random start, mutual information between measured before running by computing impact technical interactions on projects. It proved that he preprocessing can reduce search space and exclude error edges effectively. After comparing performance our method results in...

Recent years have witnessed a surge of interest in semi-supervised learning-based object detection. Object detection is usually accomplished by classification methods. Different from conventional methods, those adopt single feature view or concatenate multiple features into long vector, multiview graph spectral learning can attain simultaneously and weight multiview. However, most existing (GSL) methods are only concerned with the complementarities between views but not correlation...

The objective of this study is to investigate the storage stability and rheological property bio-oil/lignin composite-modified asphalt. asphalt with different proportions bio-oil was prepared cured at 105 °C, 135 165 °C for 24 h 48 h. evaluated based on softening point difference, index derived from rotational viscosity, segregation rate temperature sweep, non-recoverable creep compliance measured through Multiple Stress Creep Recovery test. testing analysis its infrared spectroscopy...