One-way Matching Research Articles

Future Green Mobile Communication Technology Facing the “Double Carbon” Goal

The goal of “double carbon” (namely “peak carbon dioxide emissions” and “carbon neutrality”) proposed by China for the first time is an important layout in the Tenth Five-Year Plan, and it is also the key goal to realize the green and sustainable development of mobile communication networks in the future, and it is also the foundation for China’s international carbon asset pricing right and the world carbon trading platform. Among them, the difficulty in realizing green communication lies in maintaining the growth of business volume. Reduce network energy consumption and carbon emissions. This paper studies the green communication technology from the perspective of energy saving and emission reduction on the mobile communication network side and the perspective of the integrated architecture of communication network and multi-energy energy network. The research results show that the key to realize green communication technology lies in the mutual matching of network resources, energy resources and business distribution, while the existing technology can only achieve one-way matching of network resources and business distribution. Or the one-way matching of energy resources and service distribution. Based on this, this paper proposes a native green grid architecture with communication, perception and energy fusion, which has the ability of energy perception and service perception, supports the two-way matching method of network resources, energy resources and service distribution, and realizes the continuous growth of service while significantly reducing the energy consumption and carbon emissions on the mobile communication network side by eliminating the randomness and suddenness of service distribution and energy distribution.

How is transfusion-associated graft-versus-host disease similar to, yet different from, organ transplantation-associated graft-versus-host disease?

Graft-versus-host disease (GVHD) is a rare, usually fatal complication following blood transfusion or organ transplantation, namely transfusion-associated GVHD (TA-GVHD) and organ transplantation-associated GVHD (OA-GVHD). The dominant mechanism of GVHD is exposure to viable donor lymphocytes that are not recognized as foreign by, but able to respond to, the recipient. The clinical features and relative risk factors of either TA-GVHD or OA-GVHD are yet to be fully understood. The current review article aims to discuss and summarize the similarities and differences between TA-GVHD and OA-GVHD to gain a deeper understanding of the pathogenesis.It is evident that the shared human leukocyte antigens (HLA) between donor and recipient and immunocompromised status of the recipient are the two main risk factors for the development of both TA-GVHD and OA-GVHD. In particular, the homozygous donor with donor-dominant one-way matching at the three loci HLA-A, -B, and -DR has a high risk of developing GVHD following liver transplantation, and such donors should be excluded to prevent it. However, the development of GVHD is thought to be related to a combination of several risk factors, and the contribution of each risk factor remains unknown. Further studies are warranted to determine the important contributing factors that lead to an accurate prediction of GVHD development.

The neuromuscular fellowship portal and match.

For many years, Neuromuscular Medicine programs lacked a standardized means of handling fellowship applications and offering positions. Programs interviewed applicants and made offers as early as the first half of Post Graduate Year 3 (PGY3), a suboptimal timeline for applicants who may have had little prior exposure to neuromuscular or electrodiagnostic medicine. In 2021, the American Association of Neuromuscular & Electrodiagnostic Medicine (AANEM) developed the Neuromuscular Fellowship Portal to standardize a later timeline and establish a process for fellowship applications and offers. In its first year, the Neuromuscular Fellowship Portal used a unique one‐way match, in which the portal released serial offers to applicants based on rank order lists submitted by programs. Fifty‐two Neuromuscular Medicine programs and seven electromyography (EMG)‐focused Clinical Neurophysiology programs participated. Sixty‐eight positions were filled, a similar number to previous years. A survey of fellowship directors and applicants following this process showed overwhelming support for the standardized timeline and application portal, but all program directors and most applicants favored moving to a traditional match. To maintain the existing application timeline and minimize costs for all parties, the AANEM Neuromuscular Fellowship Portal will host a two‐way match, based on existing commercial match algorithms, in 2022. A match will afford a fair and efficient process for all involved. Both Neuromuscular Medicine and EMG‐focused Clinical Neurophysiology programs will be encouraged to participate. The process undertaken by the AANEM can stand as an example for other neurologic subspecialties who are interested in standardizing their application timeline.

Attribute-Guided Target Data Separation Network for DAS VSP Data

Distributed acoustic sensing (DAS) technology is a rapidly evolving fiber-optic sensing technology that has been gradually applied to vertical seismic profile (VSP) data. The DAS VSP data are often contaminated by multiple interference waves, such as random noise, coupled noise, horizontal noise, and the existing methods can only map it from noisy data to effective reflections. However, interference waves are also a relative concept, and many interference waves still have certain application values. Therefore, this article proposes an innovative algorithm called attribute-guided target data separation network (Att-TDSN), which can not only complete the conventional signal-noise separation task but also achieve noise-noise separation task. Specifically, we first propose a flexible and efficient training set, namely, multidimensional weak label training set (Mul-WLTS), which introduces attribute features as the weak labels and specifies the dimension of weak labels according to the number of target data types (effective reflections and several common interference waves). Then, we use the weak labels to guide our network to map training data to specified data types, assisting the network to focus its attention on each kind of target data. Finally, the network parameters are trained by a training mode called “one-way matching and two-way constraint.” “One-way matching” makes data separation result unique, and “two-way constraint” can improve the algorithm’s amplitude preserving ability. Experiments on synthetic and field DAS VSP data show that our network can accurately separate target data. Moreover, for the traditional denoising task, Att-TDSN also has a better denoising performance than existing methods.

Fast Decomposition Algorithm Based on Two-Dimensional Wavelet Transform for Image Processing of Graphic Design

Graphic design is an important part of the design field today. In this era of information explosion, designs that can deliver information faster and more accurately are bound to gain popularity among the public. In this paper, we propose a fast decomposition algorithm image processing method based on a new transform of the wavelet transform, which mainly addresses the problems of large computation of feature points and long-time consumption of traditional image processing algorithms. Firstly, the second-order decomposition of the image is performed by wavelet function to obtain the low-frequency components of the image, and the wavelet gradient vector is used to extract feature points from the overlapping regions of the low-frequency image so that the transformation parameters of feature points can be obtained quickly under the low-frequency image to guide the feature point extraction under the high-frequency image; on this basis, an improved algorithm of image processing based on the fast decomposition algorithm of two-dimensional wavelet transform with planar design is proposed. Using the properties of one-way matching and directional consistency of feature point constraints, the mismatched point pairs are effectively eliminated to improve the feature point matching accuracy and real-time performance. Finally, the effectiveness and feasibility of the proposed method are verified by two sets of experiments.

Bidirectional Symmetry Network with Dual-Field Cyclic Attention for Multi-Temporal Aerial Remote Sensing Image Registration

Multi-temporal remote sensing image registration is a geometric symmetry process that involves matching a source image with a target image. To improve the accuracy and enhance the robustness of the algorithm, this study proposes an end-to-end registration network—a bidirectional symmetry network based on dual-field cyclic attention for multi-temporal remote sensing image registration, which mainly improves feature extraction and feature matching. (1) We propose a feature extraction framework combining an attention module and a pre-training model, which can accurately locate important areas in images and quickly extract features. Not only is the dual receptive field module designed to enhance attention in the spatial region, a loop structure is also used to improve the network model and improve overall accuracy. (2) Matching has not only directivity but also symmetry. We design a symmetric network of two-way matching to reduce the registration deviation caused by one-way matching and use a Pearson correlation method to improve the cross-correlation matching and enhance the robustness of the matching relation. In contrast with two traditional methods and three deep learning-based algorithms, the proposed approach works well under five indicators in three public multi-temporal datasets. Notably, in the case of the Aerial Image Dataset, the accuracy of the proposed method is improved by 39.8% compared with the Two-stream Ensemble method under a PCK (Percentage of Correct Keypoints) index of 0.05. When the PCK index is 0.03, accuracy increases by 46.8%, and increases by 18.7% under a PCK index of 0.01. Additionally, when adding the innovation points in feature extraction into the basic network CNNGeo (Convolutional Neural Network Architecture for Geometric Matching), accuracy is increased by 36.7% under 0.05 PCK, 18.2% under 0.03 PCK, and 8.4% under 0.01 PCK. Meanwhile, by adding the innovation points in feature matching into CNNGeo, accuracy is improved by 16.4% under 0.05 PCK, 9.1% under 0.03 PCK, and 5.2% under 0.01 PCK. In most cases, this paper reports high registration accuracy and efficiency for multi-temporal remote sensing image registration.

Mobile Terminal Video Image Fuzzy Feature Extraction Simulation Based on SURF Virtual Reality Technology

Extracting the fuzzy feature of the mobile video image can effectively improve the low illumination image quality. Traditional methods are used to construct fuzzy feature indexes of mobile terminal video images, and the detailed information of video images is divided, but the bidirectional matching of feature points is ignored, which leads to low extraction accuracy. Therefore, this paper proposes a method for extracting fuzzy features of mobile terminal video images based on SURF-based virtual reality technology. First, perform video image grayscale extraction on the input mobile terminal video image, and detect the closed area in the mobile terminal video image as the radiation invariant area of the terminal video image. Secondly, Hessian matrix is used to detect the feature points of the image, and the non-maximum suppression method and interpolation operation are used to find and locate the extreme value points. Then, the main direction of feature points was determined, and SURF description operator was used for matching to obtain initial matching point pairs. Finally, the obtained fuzzy feature one-way matching result of the video image is matched in two directions, the closest distance ratio is used to match the feature points, and the full constraint condition is used to filter out the wrong matching point pairs, thereby completing the mobile terminal video image fuzzy feature extraction. The experimental results show that the proposed algorithm is effective in feature extraction and matching, stability and speed. The misrecognition rate of the algorithm in this paper is 0.101, and the time used is only 0.41 s, which fully meets the real-time requirements.

Analysis of 66 patients definitive with transfusion‐associated graft‐versus‐host disease and the effect of universal irradiation of blood

Transfusion-associated graft-versus-host disease (TA-GVHD) is a potentially fatal adverse reaction to blood transfusion. Although TA-GVHD was formerly considered to be rare and to occur only in immunocompromised patients, it was confirmed to occur even in immunocompetent patients in Japan, based on a definitive diagnostic test for TA-GVHD using highly polymorphic microsatellite repeat sequences. We clarify the clinical picture of TA-GVHD via definitive diagnosed cases and argue the validity of blood irradiation for TA-GVHD prevention. Two-hundred and ninety patients who were suspected of having TA-GVHD and referred to us for diagnostic testing from October 1992 to August 1999 were analysed for the associated clinical characteristics and risk factors. Effects of universal irradiation were followed up until 2010. Sixty-six of the 290 study patients were diagnosed as having definite TA-GVHD by microsatellite DNA analysis. Regarding the symptoms of patients with definite TA-GVHD, a fever of over 38 °C, erythema and leucocytopenia were found in virtually all of these patients. Among patients in whom human leucocyte antigen (HLA) typing was carried out, TA-GVHD almost always developed in HLA heterozygous patients following the transfusion of HLA homozygous blood. TA-GVHD was reported significantly more frequently in older patients. In this study, TA-GVHD was caused by the transfusion of HLA one-way match blood stored for 14 days. No cases of TA-GVHD development have been confirmed since 2000, when the supply of irradiated blood products became widespread. No major problems have been encountered since the start of universal irradiation, more than 10 years ago.

Transfusion‐associated graft‐versus‐host disease

Transfusion‐associated graft‐versus‐host disease

Fatal graft-versus-host disease after living donor liver transplantation: Differential impact of donor-dominant one-way HLA matching

Graft-versus-host disease (GVHD) is an uncommon but potentially devastating complication following liver transplantation. Recently, it was shown that use of a human leukocyte antigen (HLA)-homozygous donor leading to one-way HLA matching significantly increases the risk of GVHD after living donor liver transplantation (LDLT). However, the precise impact of HLA matching between donor and recipient on the risk of GVHD is not yet clear. We surveyed instances of fatal GVHD following LDLT in Japan and reviewed all 8 cases in detail, especially with respect to HLA matching. Serological typing showed that 7 of those cases had donor-dominant one-way HLA matching in the 3 loci of HLA-A, -B, and -DR, while one had donor-dominant one-way HLA matching in the 2 loci of HLA-A and -DR and identical alleles in the B locus. However, DNA typing revealed that the latter case had 1-way HLA matching in the 3 loci. Further, we analyzed HLA typing of 906 donor-recipient pairs who underwent LDLT. There were 5 cases with donor-dominant one-way matching in 2 loci and 2 with donor-dominant one-way matching in 1 locus. All of those cases except 1, who died from an unrelated cause, are alive without an obvious presentation of GVHD. In conclusion, our results suggest that the total number of loci with donor-dominant one-way HLA matching is important for determining the risk of fatal GVHD following LDLT, and that DNA typing of HLA alleles is indispensable in some cases to identify the true risk of donor-dominant 1-way HLA matching.

Unusual onset of chronic graft-versus-host disease after adult living-related liver transplantation from a homozygous donor

Graft-versus-host disease (GVHD) is a rare complication that occurs after living-related liver transplantation (LRLT). This condition usually occurs early after transplantation and is fatal. Although one-way matching between a human leukocyte antigen (HLA)-homozygous donor and a haploidentical recipient has been shown to be a significant risk factor for the development of acute GVHD, chronic GVHD has not been clarified. A 50-year-old woman underwent LRLT for primary biliary cirrhosis with her 32-year-old HLA-homozygous son as the donor. The patient developed chronic GVHD 114 days posttransplant, presenting with a skin rash only. Her atypical onset included neither fever nor gastrointestinal symptoms. The patient responded to corticosteroid therapy and is now doing well at home. Careful donor selection and HLA matching before LRLT should be performed to prevent GVHD. However, the risks associated with grafts from homozygous donors may be unavoidable at present because of the shortage of cadaveric donors in Japan.

One-way donor-recipient HLA-matching as a risk factor for graft-versus-host disease in living-related liver transplantation

Abstract Although one-way matching between an HLA-homozygous donor and a haploidentical recipient is a recognized risk factor in transfusion-associated graft-versus-host disease (GVHD), its impact in living-related liver transplantation (LRLT) has so far not been investigated. We present a case of fatal acute GVHD in our LRLT program that was attributed to one-way HLA matching between donor and recipient. Although the disappearance of donor cells in peripheral blood was suggested by genetic analysis, severe septicemia led to a fatal outcome. We further reviewed 280 LRLT cases and correlated one-way HLA matching with outcome. A total of 8 out of 280 donors (2.9%) and 11 out of 278 recipients (4.0%) were completely HLA homozygous in our LRLT program. Complete one-way HLA matching linked to GVHD was observed in four cases, including the present case. Although other contributing factors also need to be clarified, one-way HLA matching is a definite risk factor for GVHD in LRLT. We advocate caution before proceeding with one-way HLA donor-recipient combinations.