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Enhanced Differentiable Architecture Search Based on Asymptotic Regularization

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Computers, Materials & Continua 2024年第2期78卷 1547-1568页

作者： cong jin jinjie Huang Yuanjian Chen Yuqing Gong School of Computer Science and Technology Harbin University of Science and TechnologyHarbin150006China School of Automation Harbin University of Science and TechnologyHarbin150006China

In differentiable search architecture search methods,a more efficient search space design can significantly improve the performance of the searched architecture,thus requiring people to carefully define the search space with different complexity according to various *** rationalizing the search strategies to explore the well-defined search space will further improve the speed and efficiency of architecture *** this in mind,we propose a faster and more efficient differentiable architecture search method,***,we introduce a more efficient search space enriched by the introduction of two redefined convolution ***,we utilize a more efficient architectural parameter regularization method,mitigating the overfitting problem during the search process and reducing the error brought about by gradient ***,we introduce a natural exponential cosine annealing method to make the learning rate of the neural network training process more suitable for the search ***,group convolution and data augmentation are employed to reduce the computational ***,through extensive experiments on several public datasets,we demonstrate that our method can more swiftly search for better-performing neural network architectures in a more efficient search space,thus validating the effectiveness of our approach.

关键词： Differentiable architecture search allegro search space asymptotic regularization natural exponential cosine annealing

Distributions of Visual Receptive Fields from Retinotopic to Craniotopic Coordinates in the Lateral Intraparietal Area and Frontal Eye Fields of the Macaque

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Neuroscience Bulletin 2024年第2期40卷 171-181页

作者： Lin Yang Min jin cong Zhang Ning Qian Mingsha Zhang Key Laboratory of Cognitive Neuroscience and Learning Division of PsychologyBeijing Normal UniversityBeijing 100875China Institute of Neuroscience Key Laboratory of Primate NeurobiologyCAS Center for Excellence in Brain Science and Intelligence TechnologyChinese Academy of SciencesShanghai 200031China Department of Neuroscience and Zuckerman Institute Columbia UniversityNew York 10027USA

Even though retinal images of objects change their locations following each eye movement,we perceive a stable and continuous *** possible mechanism by which the brain achieves such visual stability is to construct a craniotopic coordinate by integrating retinal and extraretinal *** have been several proposals on how this may be done,including eye-position modulation(gain fields)of retinotopic receptive fields(RFs)and craniotopic *** the present study,we investigated coordinate systems used by RFs in the lateral intraparietal(LIP)cortex and frontal eye fields(FEF)and compared the two *** mapped the two-dimensional RFs of neurons in detail under two eye fixations and analyzed how the RF of a given neuron changes with eye position to determine its coordinate *** same recording and analysis procedures were applied to the two brain *** found that,in both areas,RFs were distributed from retinotopic to craniotopic *** was no significant difference between the distributions in the LIP and *** a small fraction of neurons was fully craniotopic,whereas most neurons were between the retinotopic and craniotopic *** distributions were strongly biased toward the retinotopic side but with significant craniotopic *** results suggest that there is only weak evidence for craniotopic RFs in the LIP and FEF,and that transformation from retinotopic to craniotopic coordinates in these areas must rely on other factors such as gain fields.

关键词： Reference frames Eye-centered Headcentered Visual stability

Intestinal malrotation complicated with gastric cancer: A case report

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World Journal of Clinical Cases 2024年第1期12卷 210-216页

作者： Xiang-Hao Jia Shuai Kong Xin-Xin Gao Bi-cong cong chun-Ning Zheng School of Clinical Medicine Weifang Medical UniversityWeifang 261053Shandong ProvinceChina Department of Gastrointestinal Surgery Provincial Hospital Affiliated to Shandong First Medical UniversityJinan 250000Shandong ProvinceChina

BACKGROUND Intestinal malrotation is a congenital defect of embryonic development caused by various teratogenic *** this condition,the intestinal tube,along with the superior mesenteric artery serving as the axis for the counterclockwise movement,is incomplete or abnormally rotated due to incomplete attachment of the mesentery and abnormal intestinal tube *** a case is usually asymp-tomatic and thus difficult to ***,similar variant malformations are only found during an operation required for other abdominal *** SUMMARY An elderly male patient was admitted to the hospital due to gastric *** abdominal computed tomography(CT)scan with contrast revealed that the ascending and descending colon were parallel on the right side of the abdominal cavity,while the sigmoid colon extended into the right iliac fossa,allowing the diagnosis of congenital midgut *** thorough preoperative preparation,the patient underwent laparoscopic radical gastrectomy to treat his gastric ***,an exploration of the abdominal cavity uncovered the absence of the transverse *** distal colon at the hepatic flexure,along with the ascending colon,extended into the right iliac fossa,where it continued as the sigmoid *** planned,the laparoscopic radical gastrectomy was perform-ed,and the patient was discharged from the hospital 7 d after the *** Asymptomatic intestinal malrotation is best detected by CT,requiring no treatment but possibly interfering with the treatment of other diseases.

关键词： Intestinal malrotation congenital malformation Gastric cancer Abdominal

CLINICOPATHOLOGICAL CHARACTERISTICS OF ADVANCED COLORECTAL CANCER 30mm OR SMALLER IN DIAMETER

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Chinese Medical Sciences Journal 2007年第2期22卷 98-103页

作者： Hong Zhang chun-sheng Chen jin-chun cong Lei Qiao Taisuke Hasegawa Shigeki Takashima Department of General Surgery the Second Affiliated Hospital of China Medical University Shenyang 110004 Department of General Gastrointestinal Surgery Kanazawa Medical University Ishikawa 920-0293 Japan

Objective To investigate the clinicopathological characteristics of advanced colorectal cancer which was 30 mm or smaller in diameter. Methods Retrospective analysis documented 80 patients with small advanced colorectal cancer from May 1985 to May 2002. According to the diameter of tumors, all patients were divided into three groups: Group A (10 mm or less), Group B (11-20 mm), Group C (21-30 mm). Considering the number of patients in Group A was smaller, we combined Group A with Group B as Group D. Then various clinicopathological characteristics were compared between Group C and Group D. Results The most common site of small advanced colorectal cancer was sigmoid colon and rectum that accounted for 36.2% and 35.0% of all cases. The average diameter of total tumors was 23.3 mm. Type 2 was the most common macroscopic type (63.7%) and the moderate differentiation was seen in 77.5% of cases. Thirty-eight (47.5%) cases had lymph node metastasis. Three (3.8%) cases had liver metastasis and three (3.8%) cases had peritoneal metastasis. The frequency of lymph node metastasis was found significantly different between Group C and Group D (54.2% vs. 28.6%, P<0.05), as well as between the groups with different depth of invasion (P<0.05). Curability A resection was performed in 69 (86.2%) cases. Conclusions Tumor size and depth of invasion are related to lymph node metastasis in small advanced colorectal cancer. However, the small size of tumor may not always be *** parameter for estimating the risk of lymph node metastasis. Small colorectal cancers also do not always mean the early stage. Surgeons should be aware of the features of small advanced colorectal cancers to select ideal management and perform perfect resection.

关键词：直肠癌临床病理学淋巴结转移直径

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Expression of Obesity Hormone Leptin in Human Colorectal Cancer

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Chinese Journal of Cancer Research 2009年第2期21卷 142-146页

作者： jin-chun cong Xian-wei Dai Ming-yang Shen Jun-jiang Wang chun-sheng Chen Hong Zhang Lei Qiao Department of Colorectal Surgery Shengjing Hospital China Medical University Shenyang 110004 China

Objective： The obesity hormone, leptin, has been found to participate in the development and proliferation of normal and malignant tissues. The aim of this study was to evaluate the role of leptin in human colorectal cancer. Methods： Serum leptin levels were measured via ABC-ELLSA in 30 colorectal cancers and 24 normal controls. Leptin concentration in colorectal cancer was analyzed in terms of selected clinicopathological features and some oncogenes. Results： The mean concentration of leptin was significantly higher for colorectal cancers（3.54±1.46 ng/ml） than normal controls（2.27±0.99 ng/ml）, no gender difference was observed in this study. Leptin expression in poorly differentiated tumors was obviously lower than those in moderately and well differentiated tumors. There were no statistically significant correlations between leptin and the serum CEA and CA199 in colorectal cancers （P〉0.05）, and between leptin and the expressions of K-RAS, P53, APC, DCC genes in tumor tissues （P〉0.05）. Conclusion： Leptin is overexpressed in human colorectal cancer, which is related to the differentiation degrees of the tumor. There is no correlation between leptin expression and changes of oncogenes in colorectal cancers.

关键词： Colorectal cancer Leptin

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High-current pulsed electron beam modification on microstructure and performance of Cu/CuW diffusion bonding joints

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Rare Metals 2024年第6期43卷 2819-2831页

作者： Na-Na Tian cong-Lin Zhang Peng Lyu jin-Tong Guan Jie Cai Qing-Feng Guan Shun Guo School of Materials Science and Engineering Jiangsu UniversityZhenjiang 212013China School of Material Science and Engineering Yancheng Institute of TechnologyYancheng 221051China Engineering Institute of Advanced Manufacturing and Modern Equipment Technology Jiangsu UniversityZhenjiang 212013China

This study investigates the influence of high-current pulsed electron beam(HCPEB)modification on the microstructure and shear strength of Cu/CuW *** solid-state diffusion bonding of modified-Cu(MCu)and modified-CuW(M-CuW)was achieved by HCPEB modification pretreatment at a temperature of 800-900℃and a pressure of 5 MPa for 10-50 *** demonstrate that HCPEB modification facilitates the dissolution of W and Cu,resulting in the formation of a Cu_(0.4)W_(0.6)solid solution and thus enhancing the uniform distribution of ***,HCPEB-induced defects play a beneficial role in promoting the diffusion process by providing fast diffusion paths for *** optimal joints with the maximum shear strength of 213.7 MPa were obtained through bonding M-Cu and M-CuW at 900℃and 5 MPa for 30 min,which attributes to the combined effects of fine-grained strengthening and solid solution ***,the application of HCPEB modification showcases its effectiveness in promoting element diffusion and enhancing the mechanical performance of the joints.

关键词： HCPEB Element diffusion Shear strength Crystal defects Surface modification

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Protaetia brevitarsis larvae extract ameliorated obesity in high fat diet-fed mice by modulating gut microbiota and lipid metabolism

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Food Science and Human Wellness 2024年

作者： Zong-Qi Zhang Si-cong Chen Qing-Lei Wang chun-Qin Liu jin-Hua Xiao Da-Wei Huang College of Life Sciences Nankai University Hebei Key Laboratory of Soil Entomology Cangzhou Academy of Agricultural and Forestry Sciences

Due to the rapid development of obesity and related metabolic diseases in the world， it is particularly important to explore the ability of novel materials in regulating obesity. In this study， C57BL/6J obese mice were used as objects， and 16S rRNA gene sequencing and lipidomics techniques were used to explore the regulatory effect and mechanism of the P. brevitarsis ethanol extract (50%， v/v) against obesity. Our results showed that P. brevitarsis extract could significantly reduce the body weight， triglyceride (TG)， total cholesterol (TC)， low-density lipoprotein cholesterol (LDL-C)， and pro-inflammatory cytokines (TNF-α， IFN-γ， and IL-6) levels of HFD-fed mice. Moreover， the P. brevitarsis extract changed the composition and relative abundance of its gut microbiota， especially increasing Akkermansia muciniphila. Meanwhile， the content of short-chain fatty acids (SCFAs) was increased， especially acetic acid and butyric acid， which leads to a decrease in the synthesis and accumulation of lipids in the liver. Furthermore， the P. brevitarsis extract also induced the difference in lipid synthesis in the liver by down-regulating the mRNA levels of SREPB-1C， FAS， and ACC. Therefore， this research provided preliminary work and reference for the development of P. brevitarsis as a functional food for anti-obesity.

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Retinal displacement after surgery for idiopathic macular hole

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International Journal of Ophthalmology(English edition) 2024年第8期17卷 1545-1556页

作者： He-cong Qin Fu-Qiang Li Si-Yan jin jin-Song Zhao Department of Ophthalmology the Second Hospital of Jilin UniversityChangchun 130000Jilin ProvinceChina

AIM:To review and summarize the mechanism hypothesis,influencing factors and possible consequences of macular retinal displacement after idiopathic macular hole(IMH)***:PubMed and Web of Science database was searched for studies published before April 2023 on“Retinal displacement”,“Idiopathic macular holes”,and“Macular displacement”.RESULTS:Recently,more academics have begun to focus on retinal displacement following idiopathic macular *** found that internal limiting membrane(ILM)peeling was the main cause of inducing postoperative position shift in the macular ***,several studies have revealed that the macular hole itself,as well as ILM peeling method,will have an impact on the *** addition,this phenomenon is related to postoperative changes in macular retinal thickness,cone outer segment tips line recovery,the occurrence of dissociated optic nerve fiber layer(DONFL)and the degree of ***:As a subclinical phenomenon,the clinical significance of postoperative macular displacement cannot be underestimated as it may affect the recovery of anatomy and function.

关键词： idiopathic macular holes internal limiting membrane peeling retina displacement

Alzheimer's disease with depressive symptoms: Clinical effect of intermittent theta burst stimulation repetitive transcranial magnetic stimulation

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World Journal of Psychiatry 2024年第8期14卷 1216-1223页

作者： Xin jin chun-Yun Xu jin-Feng Fei Yu Fang cong-Hao Sun Department of Psychiatry Huzhou Third Municipal HospitalThe Affiliated Hospital of Huzhou UniversityHuzhou 313000Zhejiang ProvinceChina

BACKGROUND Alzheimer's disease(AD),characterized by the ongoing deterioration of neural function,often presents alongside depressive features and greatly affects the quality of life of individuals living with the *** several treatment methods exist,their efficacy is *** recent years,repetitive transcranial magnetic stimulation(rTMS)utilizing the theta burst stimulation(TBS)mode,specifically the intermittent TBS(iTBS),has demonstrated promising therapeutic potential in the management of neuropsychiatric *** To examine the therapeutic efficacy of iTBS mode of rTMS for treating depressive symptoms in patients with *** This retrospective study enrolled 105 individuals diagnosed with AD with depressive symptoms at Huzhou Third Municipal Hospital,affiliated with Huzhou University,between January 2020 and December *** received standard pharmacological interventions and were categorized into control(n=53)and observation(n=52)groups based on treatment *** observation group received iTBS mode of rTMS,while the control group received pseudo-stimulation.A comparative analysis evaluated psychological well-being,adverse events,and therapeutic at initiation of hospitalization(T0)and 15 days post-treatment(T1).RESULTS At T1,both groups exhibited a marked reduction in self-rating depression scale and Hamilton depression scale scores compared to ***,the observa-tion group showed a more pronounced decrease than the control *** T1,the Mini-mental state examination scores for both groups had increased markedly from their initial T0 ***,the increase was particularly more substantial in the observation group than in the control *** patients in the control group had ineffective treatment effects,while five patients in the observation group experienced the ***,the observation group experienced a substantially reduced incidence of ineffective treatment as compared to th

关键词： Alzheimer's disease Non-persistentθshort array fast pulse mode Depression Clinical efficacy Dementia Repetitive transcranial magnetic stimulation