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MCSTransWnet:A new deep learning process for postoperative corneal topography prediction based on raw multimodal data from the Pentacam HR system

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Medicine in Novel technology and Devices 2024年第1期21卷 53-63页

作者： Nan Cheng Zhe Zhang Jing Pan Xiao-Na Li Wei-Yi Chen Guang-Hua Zhang Wei-Hua Yang College of Biomedical Engineering Taiyuan University of TechnologyTaiyuan 030600ShanxiChina shenzhen Eye Hospital Jinan UniversityShenzhen Eye InstituteShenzhen 518040GuangdongChina Department of Intelligence and Automation Taiyuan UniversityTaiyuan 030032ShanxiChina Graphics and Imaging Laboratory University of GironaGirona 17004Spain

This work provides a new multimodal fusion generative adversarial net(GAN)model,Multiple Conditions Transform W-net(MCSTransWnet),which primarily uses femtosecond laser arcuate keratotomy surgical parameters and preoperative corneal topography to predict postoperative corneal topography in astigmatism-corrected *** MCSTransWnet model comprises a generator and a discriminator,and the generator is composed of two *** first sub-generator extracts features using the U-net model,vision transform(ViT)and a multi-parameter conditional module branch.The second sub-generator uses a U-net network for further image *** discriminator uses the pixel discriminator in ***,most GAN models are convolutional neural networks;however,due to their feature extraction locality,it is difficult to comprehend the relationships among global ***,we added a vision Transform network as the model branch to extract the global *** is normally difficult to train the transformer,and image noise and geometric information loss are ***,we adopted the standard U-net fusion scheme and transform network as the generator,so that global features,local features,and rich image details could be obtained *** experimental results clearly demonstrate that MCSTransWnet successfully predicts postoperative corneal topographies(structural similarity=0.765,peak signal-to-noise ratio=16.012,and Fréchet inception distance=9.264).Using this technique to obtain the rough shape of the postoperative corneal topography in advance gives clinicians more references and guides changes to surgical planning and improves the success rate of surgery.

关键词： Deep learning Generative adversarial networks Corneal topography Transformer W-net U-net Medical imaging Multimodal fusion

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Huangqi Guizhi Wuwu Decoction suppresses inflammation and bone destruction in collagen-induced arthritis mice

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Chinese Herbal Medicines 2024年第2期16卷 274-281页

作者： Jiamin Bao Yongjia Song Minghui Hang Hao Xu Qiang Li Pengyu Wang Tao Chen Mengxiong Xia Qi Shi Yongjun Wang Xiaoyun Wang Qianqian Liang School of Rehabilitation science Shanghai University of Traditional Chinese MedicineShanghai 201203China Longhua Hospital Shanghai University of Traditional Chinese MedicineShanghai 200032China Spine Institute Shanghai University of Traditional Chinese MedicineShanghai 200032China Key Laboratory of Theory and Therapy of Muscles and Bones Ministry of EducationShanghai University of Traditional Chinese MedicineShanghai 201203China Shanghai Research Institute of Acupuncture and Meridian Shanghai University of Traditional Chinese MedicineShanghai 200032China

Objective: Rheumatoid arthritis(RA) is a chronic inflammatory and destructive arthritis, characterized by inflammatory infiltration and bone destruction. Huangqi Guizhi Wuwu Decoction(HGWD) is traditional Chinese medicine, which has been applied in the treatment of RA in clinical. The aim of this study was to investigate the therapeutic effect of HGWD on collagen-induced arthritis(CIA) mouse ***: DBA/1J female mice were used to establish the collagen-induced arthritis(CIA) model. HGWD was administered intragastrically once a day for four weeks starting on the 22nd day after the first immunization. The body weight, hind paw thickness and clinical score were measured every five days. Gait analysis, histopathological staining, enzyme-linked immunosorbent assay(ELISA), ultrasound imaging and micro-computed tomography imaging were performed to determine the effects of HGWD treatment on inflammation and bone structure in this model. Moreover, Real-time PCR and Western blot analysis were used to detect inflammatory factors m RNA and protein levels after HGWD intervention in RAW264.7 ***: HGWD attenuated symptoms of arthritis, suppressed inflammatory synovium area and the serum levels of inflammatory factors, inhibited joint space enlargement in the knee and ankle joints,reduced numbers of osteoclasts, protected bone destruction, as well as improved motor *** decreased the expression of m RNA for inflammatory factors and the protein expression levels of p-NF-ΚB and ***: These results suggested that HGWD suppresses inflammation, attenuates bone erosion and maintains motor function in collagen-induced arthritis mice.

关键词： bone destruction collagen-induced arthritis Huangqi Guizhi Wuwu Decoction inflammation rheumatoid arthritis

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The influence of corneal ablation patterns on prediction error after cataract surgery in post-myopic-LASIK eyes

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Eye and Vision 2024年第4期10卷 23-31页

作者： Yunqian Yao jing Zhao Jifeng Yu Wenwen He Ling Wei Xingtao Zhou Yi Lu Xiangjia Zhu Eye Institute and Department of Ophthalmology Eye&ENT HospitalFudan University83 Fenyang RoadShanghai 200031China National Health Center Key Laboratory of Myopia(Fudan University) Key Laboratory of MyopiaChinese Academy of Medical SciencesShanghaiChina Shanghai Key Laboratory of Visual Impairment and Restoration ShanghaiChina Shanghai Research Center of Ophthalmology and Optometry ShanghaiChina Department of Ophthalmology Beijing Children's HospitalNational Center for Children's HealthCapital Medical UniversityBeijingChina State Key Laboratory of Medical Neurobiology Fudan UniversityShanghaiChina

Purpose:To evaluate the influence of corneal ablation patterns on the prediction error after cataract surgery in postmyopic-LASIK ***:Eighty-three post-myopic-LASIK eyes of 83 patients that underwent uneventful cataract surgery were retrospectively *** postoperative spherical equivalence(SE)was calculated for the implanted lens using the Haigis-L and Barrett True-K *** error at one month postsurgery was calculated as actual SE minus predicted *** each eye,area and decentration of the ablation zone was measured using the tangential curvature *** associations between prediction errors and corneal ablation patterns were ***:The mean prediction error was-0.83±1.00 D with the Haigis-L formula and-1.00±0.99 D with the Barrett True-K *** error was positively correlated with keratometry(K)value and negatively correlated with ablation zone area using either formula,and negatively correlated with decentration of the ablation zone using the Barrett True-K formula(all P<0.05).In the K<37.08 D group,prediction error was negatively correlated with decentration of the ablation zone with both formulas(all P<0.05).Multivariate analysis showed that with the Haigis-L formula,prediction error was associated with axial length(AL),K value and decentration,and with the Barrett True-K formula,prediction error was associated with AL and decentration(all P<0.05).Conclusion:A flatter cornea,larger corneal ablation zone and greater decentration will lead to more myopic prediction error after cataract surgery in post-myopic-LASIK eyes.

关键词： Cataract surgery Laser in situ keratomileusis Intraocular lens power Keratometry Ablation zone decentration Ablation zone size

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Calcification-associated molecular traits and therapeutic strategies in hormone receptor-positive HER2-negative breast cancer

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Cancer Biology & Medicine 2024年第5期21卷 400-415页

作者： Yuwei Li Yuzheng Xu Caijin Lin Xi Jin Ding Ma Zhiming Shao Department of Breast Surgery Fudan University Shanghai Cancer CenterShanghai 200032China Key Laboratory of Breast Cancer in Shanghai Fudan University Shanghai Cancer CenterShanghai 200032China Department of Oncology Shanghai Medical CollegeFudan UniversityShanghai 200032China

Objective:Mammographic calcifications are a common feature of breast cancer,but their molecular characteristics and treatment implications in hormone receptor-positive(HR+)/human epidermal growth factor receptor 2-negative(HER2−)breast cancer remain ***:We retrospectively collected mammography records of an HR+/HER2−breast cancer cohort(n=316)with matched clinicopathological,genomic,transcriptomic,and metabolomic *** the basis of mammographic images,we grouped tumors by calcification status into calcification-negative tumors,tumors with probably benign calcifications,tumors with calcification of lowmoderate suspicion for maligancy and tumors with calcification of high suspicion for *** then explored the molecular characteristics associated with each calcification status across multiple ***:Among the different statuses,tumors with probably benign calcifications exhibited elevated hormone receptor immunohistochemical staining scores,estrogen receptor(ER)pathway activation,lipid metabolism,and sensitivity to endocrine *** with calcifications of high suspicion for malignancy had relatively larger tumor sizes,elevated lymph node metastasis incidence,Ki-67 staining scores,genomic instability,cell cycle pathway activation,and may benefit from cyclin-dependent kinase 4 and 6(CDK4/6)***:Our research established links between tumor calcifications and molecular features,thus proposing potential precision treatment strategies for HR+/HER2−breast cancer.

关键词： HR+/HER2−breast cancer mammographic calcifications molecular features precision treatment

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Implications of left atrial volume index in patients with three-vessel coronary disease:A 6.6-year follow-up cohort study

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Chinese Medical Journal 2024年第4期137卷 441-449页

作者： Ru Liu Lei Song Ce Zhang Lin Jiang Jian Tian Lianjun Xu Xinxing Feng Linyuan Wan Xueyan Zhao Ou Xu Chongjian Li Runlin Gao Rutai Hui Wei Zhao Jinqing Yuan Department of Cardiology Fuwai HospitalChinese Academy of Medical SciencesBeijing 100037China Department of Respiratory and Pulmonary Vascular Disease Fuwai Yunnan Cardiovascular HospitalKunmingYunnan 650102China Department of Endocrinology Fuwai HospitalChinese Academy of Medical SciencesBeijing 100037China Department of Echocardiography Fuwai HospitalChinese Academy of Medical SciencesBeijing 100037China Information Center Fuwai HospitalChinese Academy of Medical SciencesBeijing 100037China

Background:Risk assessment and treatment stratification for three-vessel coronary disease(TVD)remain *** study aimed to investigate the prognostic value of left atrial volume index(LAVI)with the Synergy Between Percutaneous Coronary Intervention with Taxus and Cardiac Surgery(SYNTAX)score II,and its association with the long-term prognosis after three strategies(percutaneous coronary intervention[PCI],coronary artery bypass grafting[CABG],and medical therapy[MT])in patients with ***:This study was a post hoc analysis of a large,prospective cohort of patients with TVD in China,that aimed to determine the long-term outcomes after PCI,CABG,or optimal MT alone.A total of 8943 patients with TVD were consecutively enrolled between 2004 and 2011 at Fuwai Hospital.A total of 7818 patients with available baseline LAVI data were included in the ***,procedural,and follow-up data were *** primary endpoint was major adverse cardiac and cerebrovascular events(MACCE),which was a composite of all-cause death,myocardial infarction(MI),and *** endpoints included all-cause death,cardiac death,MI,revascularization,and ***-term outcomes were evaluated among LAVI quartile ***:During a median follow-up of 6.6 years,a higher LAVI was strongly associated with increased risk of MACCE(Q3:hazard ratio[HR]1.20,95%confidence interval[CI]1.06-1.37,P=0.005;Q4:HR 1.85,95%CI 1.64-2.09,P<0.001),all-cause death(Q3:HR 1.41,95%CI 1.17-1.69,P<0.001;Q4:HR 2.54,95%CI 2.16-3.00,P<0.001),and cardiac death(Q3:HR 1.81,95%CI 1.39-2.37,P<0.001;Q4:HR 3.47,95%CI 2.71-4.43,P<0.001).Moreover,LAVI significantly improved discrimination and reclassification of the SYNTAX score ***,there was a significant interaction between LAVI quartiles and treatment strategies for *** was associated with lower risk of MACCE than MT alone,regardless of LAVI *** patients in the fourth quartile,PCI was associated with significantly incre

关键词： Three-vessel coronary disease Left atrial volume index Coronary artery bypass grafting Percutaneous coronary intervention Myocardial ischemia Prognosis

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A model with multiple intracranial aneurysms: possible hemodynamic mechanisms of aneurysmal initiation, rupture and recurrence

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中华神经外科杂志(英文) 2024年第02期10卷 107-114页

作者： Li Wenqiang Wang Chao Wang Yanmin Zhao Yapeng Yang Xinjian Liu Xianzhi Liu Jian Department of Interventional Neuroradiology and Neurosurgery Beijing Neurosurgical Institute and Beijing Tiantan Hospital Beijing China Department of Neurosurgery The First Affiliated Hospital of Zhengzhou University Zhengzhou China

Background Hemodynamic factors play an important role in aneurysm initiation, growth, rupture, and recurrence, while the mechanism of the hemodynamic characteristics is still controversial. A unique model of multiple aneurysms (initiation, growth, rupture, and recurrence) is helpful to avoids the confounders and further explore the possible hemodynamic mechanisms of aneurysm in different *** We present a model with multiple aneurysms, and including the states of initiation, growth, rupture, and recurrence, discuss the proposed mechanisms, and describe computational fluid dynamic model that was used to evaluate the likely hemodynamic effect of different states of the *** The hemodynamic analysis suggests that high flow impingement and high WSS distribution at normal parent artery was found before aneurysmal initiation. The WSS distribution and flow velocity were decreased in the new sac after aneurysmal growth. Low WSS was the risk hemodynamic factor for aneurysmal rupture. High flow concentration region on the neck plane after coil embolization still marked in recanalized *** Associations have been identified between high flow impingement and aneurysm recanalization, while low WSS is linked to the rupture of aneurysms. High flow concentration and high WSS distribution at normal artery associated with aneurysm initiation and growth, while after growth, the high-risk hemodynamics of aneurysm rupture was occurred, which is low WSS at aneurysm dome.

关键词： Multiple intracranial aneurysms Hemodynamic Aneurysm initiation and growth Rupture Recurrence

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Research progress toward the influence of mosquito salivary proteins on the transmission of mosquito-borne viruses

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Insect science 2024年第3期31卷 663-673页

作者： Zhao-Yang Wang Kai-Xiao Nie Ji-Chen Niu Gong Cheng Tsinghua University-Peking University Joint Center for Life sciences School of MedicineTsinghua UniversityBejingChina Institute of Infectious Diseases Shenzhen Bay LaboratoryShenzhenGuangdongChina Department of Pathogen Biology School of Basic MedicineShandong First Medical University&Shandong Academy of Medical SciencesJinanChina

Mosquito-borne viruses(MBVs)are a large class of viruses transmitted mainly through mosquito bites,including dengue virus,Zika virus,Japanese encephalitis virus,West Nile virus,and chikungunya virus,which pose a major threat to the health of people around the *** global warming and extended human activities,the incidence of many MBVs has increased *** saliva contains a variety of bioactive protein *** not only enable blood feeding but also play a crucial role in regulating local infection at the bite site and the remote dissemination of MBVs as well as in remodeling the innate and adaptive immune responses of host ***,we review the physiological functions of mosquito salivary proteins(MSPs)in detail,the influence and the underlying mechanism of MSPs on the transmission of MBVs,and the current progress and issues that urgently need to be addressed in the research and development of MSP-based MBV transmission blocking vaccines.

关键词： immune response mosquito-borne virus mosquito salivary protein saliva vaccine transmission

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A Review on the Security of the Ethereum-Based DeFi Ecosystem

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Computer Modeling in Engineering & sciences 2024年第4期139卷 69-101页

作者： Yue Xue Dunqiu Fan Shen Su Jialu Fu Ning Hu Wenmao Liu Zhihong Tian Cyberspace Institute of Advanced technology Guangzhou UniversityGuanzhou510000China Innovation Center NSFOCUS Inc.Beijing100089China Engineering Research Center of Integration and Application of Digital Learning technology Ministry of EducationBeijing100816China

Decentralized finance(DeFi)is a general term for a series of financial products and *** is based on blockchain technology and has attracted people’s attention because of its open,transparent,and intermediary *** them,the DeFi ecosystem based on Ethereum-based blockchains attracts the most ***,the current decentralized financial system built on the Ethereum architecture has been exposed to many smart contract vulnerabilities during the last few ***,we believe it is time to improve the understanding of the prevailing Ethereum-based DeFi ecosystem security *** that end,we investigate the Ethereum-based DeFi security issues:1)inherited from the real-world financial system,which can be solved by macro-control;2)induced by the problems of blockchain architecture,which require a better blockchain platform;3)caused by DeFi invented applications,which should be focused on during the project *** on that,we further discuss the current solutions and potential directions ofDeFi *** to our research,we could provide a comprehensive vision to the research community for the improvement of Ethereum-basedDeFi ecosystem security.

关键词： Blockchain smart contract decentralized finance DeFi security

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Research on Electromagnetic Wave Absorption Based on Electrospinning technology

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Chinese Journal of Chemistry 2024年第7期42卷 777-789页

作者： Baoding Li Jing Qiao Yue Liu Haoyuan Tian Wei Liu Qilei Wu Zhou Wang Jiurong Liu Zhihui Zeng Key Laboratoryfor Liquid-Solid StructuralEvolution and Processing of Materials Schoolof Materials Science and EngineeringShandong UniversityJinanShandong 250061China China North Industries Group 53rd Research Institute JinanShandong 250000China School of Mechanical Engineering Shandong UniversityJinanShandong 250061China Institute of Crystal Materials State Key Laboratory of Crystal MaterialsShandong UniversityJinanShandong 250100China shenzhen Research Institute of Shandong University ShenzhenGuangdong 518057China science and technology on Electromagnetic Compatibility Laboratory China Ship Development and Design CentreWuhanHubei 430064China suzhou Research Institute of Shandong University SuzhouJiangsu215123China

At present,in order to overcome electromagnetic interference and prevent electromagnetic harm,the research of new and efficient electromagnetic wave absorbing materials has become the research focus in the field of materials *** one-dimensional structure can promote the impedance matching and attenuation characteristics of the absorbing ***,as an effective method to prepare nanofibers with high length-diameter ratio,has been widely concerned because it is suitable for struc-tural design of various *** this paper,the research progress and absorption properties of nano-fiber materials prepared by electrospinning combined with different processes are introduced.

关键词： Electromagnetic wave(EMW)absorbing Electrospinning Nanofiber Impedance matching Nanocomposite

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Highly efficient discovery of the covalent Minhibitors from crude Pu-erh tea by integrating biochemical and chemoproteomic approaches

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Food science and Human Wellness 2024年

作者： Guang-Hao Zhu Ya-Ni Zhang Sheng-Lan Qi Jian-Rong Xu Yuan Xiong Zhao-Qin Zhang Xi-Xiang Chen Yuan-Yuan Xie Xiao-Qing Guan Wei-Dong Zhang Wei Liu Guang-Bo Ge Shanghai Frontiers science Center of TCM Chemical Biology， Institute of Interdisciplinary Integrative Medicine Research， Shanghai University of Traditional Chinese Medicine Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine

The main proteases (Mpros) are hydrolases playing essential roles in the replication of β-coronaviruses including SARS-CoV-2. Herein， a highly efficient strategy was developed for discovering the Mproinactivators from crude plant extract integrating target-based biochemical assay and chemoproteomic approaches. Firstly， Pu-erh tea was found to potently suppress SARS-CoV-2 Mproin a time-dependent manner. Next， global chemical analysis coupling with peptide-modification profiling were used to identify the cysteine-modified constituents in Pu-erh tea. The results suggested that seven constituents in Pu-erh tea could modify SARS-CoV-2 Mpro， which turned out that epigallocatechin， gallocatechin and gallic acid were the most efficacious Mproinactivators. Further investigations demonstrated that epigallocatechin and gallocatechin could inactivate SARS-CoV-2 Mprovia blocking the formation of the homodimers. Collectively， this work proposed a novel and practical strategy for highly efficient discovery of time-dependent inhibitors of SARS-CoV-2 Mprofrom plant extracts， while three constituents in Pu-erh tea have emerged as robust SARS-CoV-2 Mproinactivators.

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