Neuroprotection by resveratrol-glucuronide and quercetin-glucuronide via binding to polyphenol-and glycosaminoglycan-binding sites in the laminin receptor

The dietary polyphenolic compounds resveratrol and quercetin prevent neurodegenerative diseases in experimental models;however, they reach the brain only in nanomolar concentrations in the glucuronidated and sulfated forms, and not as the aglycone parent form(Pasinetti et al.,2015).

Neuroprotective effects of resveratrol on retinal ganglion cells in glaucoma in rodents:A narrative review

Glaucoma,an irreversible optic neuropathy,primarily affects retinal ganglion cells(RGC)and causes vision loss and blindness.The damage to RGCs in glaucoma occurs by various mechanisms,including elevated intraocular pressure,oxidative stress,inflammation,and other neurodegenerative processes.As the disease progresses,the loss of RGCs leads to vision loss.Therefore,protecting RGCs from damage and promoting their survival are important goals in managing glaucoma.In this regard,resveratrol(RES),a polyphenolic phytoalexin,exerts antioxidant effects and slows down the evolution and progression of glaucoma.The present review shows that RES plays a protective role in RGCs in cases of ischemic injury and hypoxia as well as in ErbB2 protein expression in the retina.Additionally,RES plays protective roles in RGCs by promoting cell growth,reducing apoptosis,and decreasing oxidative stress in H_(2)O_(2)-exposed RGCs.RES was also found to inhibit oxidative stress damage in RGCs and suppress the activation of mitogen-activated protein kinase signaling pathways.RES could alleviate retinal function impairment by suppressing the hypoxia-i nducible factor-1 alpha/vascular endothelial growth factor and p38/p53 axes while stimulating the PI3K/Akt pathway.Therefore,RES might exert potential therapeutic effects for managing glaucoma by protecting RGCs from damage and promoting their survival.

Resveratrol combats chronic diseases through enhancing mitochondrial quality

Resveratrol(RSV),as a functional food component extracted from natural plants,has been widely studied and recognized in preventing and treating various diseases,with major mechanisms including executing anti-inflammation and anti-oxidation functions,and improving mitochondrial quality.Chronic diseases as non-communicable diseases are mainly caused by multiple factors,such as physiological decline and dysfunction in the body,and have become a significant challenge on public health worldwide.It is worth noting that chronic diseases such as Alzheimer's disease(AD),Parkinson's disease(PD),muscle atrophy,cardiovascular disease,obesity,and cancer are accompanied by abnormal mitochondrial function.Therefore,targeted regulation of mitochondria may be a meaningful way to prevent and treat chronic diseases.Increasing evidence has confirmed that RSV is actively involved in regulating mitochondria,and it has become an essential consideration to prevent and treat chronic diseases through targeting mitochondria and improving corresponding functions.In this article,current studies on RSV to optimize mitochondrial quality for preventing and alleviating chronic disease are systematically summarized,which can provide a theoretical reference for the development of functional foods or drugs to combat chronic diseases.

Identification of anti-gastric cancer effects and molecular mechanisms of resveratrol: From network pharmacology and bioinformatics to experimental validation

BACKGROUND Gastric cancer(GC)is one of the most aggressive malignancies with limited therapeutic options and a poor prognosis.Resveratrol,a non-flavonoid poly-phenolic compound found in a variety of Chinese medicinal materials,has shown excellent anti-GC effect.However,its exact mechanisms of action in GC have not been clarified.AIM To identify the effects of resveratrol on GC progression and explore the related molecular mechanisms.METHODS Action targets of resveratrol and GC-related targets were screened from public databases.The overlapping targets between the two were confirmed using a Venn diagram,and a“Resveratrol-Target-GC”network was constructed using Cyto-scape software version 3.9.1.The protein-protein interaction(PPI)network was constructed using STRING database and core targets were identified by PPI network analysis.The Database for Annotation,Visualization and Integrated A total of 378 resveratrol action targets and 2154 GC disease targets were obtained from public databases,and 181 intersection targets between the two were screened by Venn diagram.The top 20 core targets were identified by PPI network analysis of the overlapping targets.GO function analysis mainly involved protein binding,identical protein binding,cytoplasm,nucleus,negative regulation of apoptotic process and response to xenobiotic stimulus.KEGG enrichment analysis suggested that the involved signaling pathways mainly included PI3K-AKT signaling pathway,MAPK signaling pathway,IL-17 signaling pathway,TNF signaling pathway,ErbB signaling pathway,etc.FBJ murine osteosarcoma viral oncogene homolog(FOS)and matrix metallopeptidase 9(MMP9)were selected by differential expression analysis,and they were closely associated with immune infiltration.Molecular docking results showed that resveratrol docked well with these two targets.Resveratrol treatment arrested the cell cycle at the S phase,induced apoptosis,and weakened viability,migration and invasion in a dose-dependent manner.Furthermore,resveratrol could exhibit anti-GC effect by regulating FOS and MMP9 expression.CONCLUSION The anti-GC effects of resveratrol are related to the inhibition of cell proliferation,migration,invasion and induction of cell cycle arrest and apoptosis by targeting FOS and MMP9.

Immunomodulatory and chemopreventive effects of resveratrol on the digestive system cancers

Resveratrol(RSV),the primary polyphenol found in grapes,has been revealed to have anti-inflammatory properties by reducing the capacity of the peripheral blood mononuclear cells to produce pro-inflammatory cytokines,including IL-1β,IL-6,IL-1ra and TNFα.Considering the close association between chronic inflammation and cancer development,RSV’s immunomodulatory properties are one way by which the polyphenol may inhibit cancer initiation,proliferation,neovascularization,and migration.Resveratrol influences the generation of microtumor environment which is one of the key factors in cancer progress.In addition to immunomodulation,RSV inhibits cancer development by expressing anti-oxidant effects,causing cell cycle arrest,stimulating the function of certain enzymes,and activating cell signaling pathways.The end outcome is one of the various forms of cell death,including apoptosis,pyroptosis,necroptosis,and more,as it has been observed in vitro.RSV has been shown to act against cancer in practically every organ,while its effects on colon cancer have been documented more frequently.It is remarkable that longer-term clinical studies that may have established the potential for this natural substance to serve as a therapeutic adjuvant to traditional anti-cancer medications were not prompted by the encouraging outcomes seen with cancer cells treated with non-toxic doses of resveratrol.The current review aims to assess the recent findings about the immunological and anti-cancer characteristics of RSV,with a particular emphasis on cancers of the digestive tract,as a challenge for future clinical research that may contribute to the better prognosis of cancer.

融合Res3D、BiLSTM和注意力机制的羊只行为识别方法

识别动物行为可以为疾病预防和合理喂养提供重要依据,从而有助于更好地关注动物的健康和福利。本文提出了一种融合三维残差卷积神经网络、双向长短期记忆网络和注意力机制的深度学习网络模型(AdRes3D-BiLSTM)。AdRes3D-BiLSTM模型可以直接针对视频流进行识别,在AdRes3D部分引入了深度可分离卷积和注意力机制,不但减少了浮点运算量,提升了网络轻量化程度,还提高了时间和空间两个维度的特征提取能力;提取的特征被输入BiLSTM模块后,从前后2个方向对时序特征向量进行筛选和更新,最后对羊只行为进行准确识别。试验结果表明,AdRes3D-BiLSTM对羊只站立、躺卧、进食、行走和反刍5种行为的综合识别准确率达到了98.72%,帧速率达到52.79 f/s,模型内存占用量为28.03 MB。研究结果为基于视频流的动物行为识别提供了新的方法和思路。

基于Res-UNet算法的螺旋溜槽精矿带识别分割方法研究

螺旋溜槽在铁、锡、钛、钽铌等金属及硫、煤等非金属矿的选矿生产中获大量应用,但目前螺旋溜槽的精矿截取调节控制还是依赖于人工,急需开发一种精矿的自适应截取技术代替人工截取以提高螺旋溜槽的生产效率。而实现这一目标的首要任务就是需要解决依赖人工肉眼获取精矿带位置信息的问题,因此提出了一个改进的UNet网络模型Res50-UNet-FD。算法模型使用UNet模型为基础,将残差网络ResNet50代替UNet网络中编码部分的特征提取网络,解决了深层特征提取过程中特征梯度消失以及网络消失的问题,有效提升了螺旋溜槽精矿带特征信息提取的精度。同时,为了改进和优化螺旋溜槽精矿带图像样本数据难易不平衡的问题,利用FocalLoss和DiceLoss的混合损失函数代替原本的CELoss损失函数。经对比,本文算法优于VGG-UNet、Res34-UNet、DC-UNet网络模型,算法模型的mIOU、mPA、F1分数和精确度分别为0.9632、0.9869、0.9870、0.9907。在性能指标上,本文算法无论是mIOU、mPA还是F1分数,整体性能都比VGG-UNet、Res34-UNet、DC-UNet网络模型高,算法的整体性能稳定。本文算法实现了对螺旋溜槽精矿矿带的分割识别,分割精度可以满足生产中对螺旋溜槽精矿分带特征信息识别的需求,为实现螺旋溜槽精矿的自适应截取奠定基础。

Biological function of resveratrol and its application in animal production:a review

With the prohibition of antibiotics in feed,plant functional substances have been widely studied as feed additives.Resveratrol,a natural stilbene,and a non-flavonoid polyphenol found in plants,possesses antioxidant,anti-inflammatory,and metabolic regulatory features.Resveratrol generated intense scientific and public interest,primarily due to its widely reported ability to prevent cancer,delay aging and alleviate related metabolic diseases.Recently,resveratrol has been studied and applied as a feed additive in animal production.This review focuses on the outline of the absorption and metabolism and biological functions of resveratrol and summarizes the application of dietary resveratrol in animal production up to the present,including pigs,poultry,and ruminants.In pigs,dietary resveratrol improved intestinal health,mitochondrial function,meat quality,and more.In poultry,studies have shown that dietary resveratrol improves growth performance and meat and egg quality and alleviates heat stress induced adverse effects.There are few studies on dietary resveratrol in ruminants;however previous studies have indicated that dietary resveratrol increases nutrient digestibility and reduces methane emissions in sheep.It is hoped that this review could provide a specific theoretical basis and research ideas for the research and application of resveratrol.

基于Res2Net的人脸表情识别方法

为解决自然条件下人脸表情识别易受角度、光线、遮挡物的影响以及人脸表情数据集各类表情数量不均衡等问题,提出基于Res2Net的人脸表情识别方法。使用Res2Net50作为特征提取的主干网络,在预处理阶段对图像随机翻转、缩放、裁剪进行数据增强,提升模型的泛化性。引入广义平均池化(generalized mean pooling, GeM)方式,关注图像中比较显著的区域,增强模型的鲁棒性;选用Focal Loss损失函数,针对表情类别不平衡和错误分类问题,提高较难识别表情的识别率。该方法在FER2013数据集上准确率达到了70.41%,相较于原Res2Net50网络提高了1.53%。结果表明,在自然条件下对人脸表情识别具有更好的准确性。

基于改进Res-UNet网络的织物瑕疵图像识别方法

复杂花色织物的纹理和色彩常常是非规则的,导致织物表面瑕疵识别难度较高。针对上述问题,研究一种基于改进Res-UNet网络的织物表面瑕疵图像识别方法。采集织物图像并对其实施灰度化、去噪以及直方图均衡化处理,利用蝙蝠算法求取最佳提取网络层数,通过增加特征提取网络层数改进Res-UNet网络,利用改进后的Res-UNet网络识别织物表面瑕疵,并且采用迁移学习算法进一步优化识别模型的参数,实现织物表面瑕疵准确识别。结果表明:本文方法应用下,无论是素色样本,还是花色样本,其识别系数均达到0.9以上,相比基于标签嵌入方法的织物瑕疵识别方法和双路高分辨率转换网络的布匹瑕疵检测方法,本文方法对复杂花色样本的轮廓系数识别更高,适用性更好,识别能力更强。

Protective effect of resveratrol against cadmium-induced toxicity on ovine oocyte in vitro maturation and fertilization

Background:Heavy metal cadmium(Cd)is a widespread environmental contaminant with a potential toxicity that might negatively affect female reproduction and fertility.It has been reported that Cd exposure impaired the quality of oocytes and led to a defective maturation and fertilization,through oxidative stress induction.Resveratrol(Res)is a natural polyphenol with strong antioxidant properties that exhibited protective role in preventing oocyte redox homeostasis disruption and quality decline.Here,we explored whether the addition of Res to in vitro maturation(IVM)medium might act as a protection against Cd-induced toxicity on ovine oocyte maturation and fertilization.Firstly,we evaluated the effect of supplementing IVM medium with two different Res concentrations(1and 2μmol/L)on nuclear maturation and fertilization of oocytes matured under CdCl2(2μmol/L)exposure.Therefore,the concentration of 1μmol/L Res was selected to analyse the effects of this compound on intracellular ROS levels,mitochondrial(mt)distribution and activity,chromatin configuration,cytoskeleton morphology,cortical granules(CGs)distribution and mRNA expression of genes associated with cellular response to oxidative stress(i.e.SIRT1,SOD 1,GPX1,GSR,CAT)in Cd-exposed in vitro matured oocytes.Results:We found that 1μmol/L Res restored the reduced oocyte meiotic competence induced by Cd exposure as well as,Res sustained oocyte ability to be normally fertilized and decreased polyspermic fertilization at both tested concentrations.Moreover,we demonstrated that 1μmol/L Res mitigated Cd-induced alterations of oocyte cytoplasmic maturation by reducing reactive oxygen species(ROS)accumulation,preventing mt dysfunction,maintaining the correct meiotic spindle and cortical F-actin assembly and the normal cortical granule distribution as well as up-regulating SIRT1,SOD1 and GPX1 genes.Conclusions:Taken together,our findings highlighted the beneficial influence exerted by Res in preventing Cdinduced disturbance of nuclear and cytoplasmic maturation and subsequent fertilization in ovine oocytes.Res treatment may help to establish defence strategies counteracting Cd-induced toxicity on the female gamete.

Resveratrol alleviates oxidative stress induced by oxidized soybean oil and improves gut function via changing gut microbiota in weaned piglets

Background Oxidized soybean oil(OSO)has been shown to impair growth and exacerbate inflammation,leading to intestinal barrier injury in animals.Recent evidence suggests important roles for resveratrol(RES)in the promoting growth performance,antioxidant capacity,anti-inflammatory,and regulate intestinal barriers in animals.Therefore,The objectives of this study are to investigate the effects of dietary RES(purity 98%)supplementation on the growth performance,antioxidant capacity,inflammatory state,and intestinal function of weaned piglets challenged with OSO.Methods A total of 28 castrated weaned male piglets with a similar body weight of 10.197 replications per treatment and±0.10 kg were randomly assigned to 4 dietary treatments for 28-d feeding trial with 1 piglet per replicate.Treatments were arranged as a 2×2 factorial with oil type[3%fresh soybean oil(FSO)vs.3%OSO]and dietary RES(0vs.300 mg/kg).Results The results showed that relative to the FSO group,OSO stress tended to decrease the average daily feed intake(ADFI),and decreased the activity levels of lipase,villus/crypt ratio(VCR),the mRNA expression of FABP1,SOD2,IL-10 and ZO-1 in the jejunum,and SOD2,GPX1,occludin and ZO-1 in the colon,the levels of acetic acid in the colonic digesta,whereas up-regulated the mRNA expression of IL-1βand TNF-αin the jejunum(P<0.05).Moreover,dietary supplementation with RES increased ether extract(EE),the activity levels of sucrase,lipase,α-amylase,villus height(VH)and VCR,the mRNA expression of FABP1,SOD2,IL-10 and occludin in the jejunum,and FABP1,PPAR-γ,GPX1,occludin and ZO-1 in the colon,and the abundance of Firmicutes,acetic and propionic acid,but decreased the levels of D-lactic acid in the plasma,the abundance of Bacteroidetes in the colonic digesta of weaned piglets compared to the non-RES group(P<0.05).Meanwhile,in the interaction effect analysis,relative to the OSO group,dietary RES supplementation in the diets supplemented with OSO increased the activity levels of trypsin,VH in the jejunum,the abundance of Actinobacteria,the levels of butyric acid of weaned piglets,but failed to influence the activity levels of trypsin and VH,Actinobacteria abundance,the levels of butyric acid when diets were supplemented with FSO(interaction,P<0.05).Relative to the OSO group,dietary RES supplementation in the diets supplemented with OSO decreased the activity levels of DAO in the plasma of weaned piglets but failed to influence the activity levels of DAO when diets were supplemented with FSO(interaction,P<0.05).Relative to the FSO group,dietary RES supplementation in the diets supplemented with FSO decreased the level of propionic acid,whereas RES supplementation failed to influence the level of propionic acid when the diet was supplemented with OSO(interaction,P<0.01).Conclusions Inclusion of OSO intensified inflammatory states and impaired the intestinal health characteristics of weaned piglets.Dietary RES supplementation improved the antioxidant capacity,anti-inflammatory activity,and intestinal morphology.Further studies showed that the protective effects of RES on gut health could be linked to the decreased abundance of Prevotella_1,Clostridium_sensu_stricto_6,and Prevotellaceae_UCG003 and increased levels of acetic and propionic acid.

基于Ghost-SE-Res2Net的多模型融合语音唤醒词检测方法

语音唤醒词检测(WWD)是语音交互中的关键技术,选择合适大小的检测窗对WWD性能的影响很大。提出一种新的多模型融合方法,通过融合小检测窗和大检测窗的检测结果来提高WWD性能。多模型融合方法包含两个分类模型,分别使用小检测窗和大检测窗,均基于轻量化的挤压与激励残差网络(SE-Res2Net)模块,即GhostSE-Res2Net,SE-Res2Net结构的多尺度机制可显著提升WWD的能力。在Ghost-SE-Res2Net中,首先使用Ghost卷积替换SE-Res2Net中的普通卷积以降低模型参数量,然后使用注意力池化层替换SE-Res2Net中的全局平均池化层进一步提升WWD能力。在实际检测时融合连续3个小检测窗模型的检测结果的最大值和1个大检测窗模型的检测结果,来判断唤醒词是否被触发。在训练时引入困难样本挖掘算法,选择性地学习较难检测的唤醒词信息以提高分类模型的检测性能。在包含2个唤醒词的Mobvoi数据集上评估系统性能,实验结果表明,在每小时0.5次错误唤醒的情况下,该系统在2个唤醒词上的错误拒绝率分别为0.46%和0.43%,实现了与先进基线相似的性能,并且系统参数量比基线少31%。

Resveratrol Prevents Vibrio vulnificus-Induced Sepsis by Attenuating Necroptosis

Objective This study investigated how the natural phytophenol and potent SIRT1 activator resveratrol(RSV)regulate necroptosis during Vibrio vulnificus(V.vulnificus)-induced sepsis and the potential mechanism.Methods The effect of RSV on V.vulnificus cytolysin(VVC)-induced necroptosis was analyzed in vitro using CCK-8 and Western blot assays.Enzyme-linked immunosorbent assays and quantitative real-time polymerase chain reaction,western blot,and immunohistochemistry and survival analyses were performed to elucidate the effect and mechanism of RSV on necroptosis in a V.vulnificus-induced sepsis mouse model.Results RSV relieved necroptosis induced by VVC in RAW264.7 and MLE12 cells.RSV also inhibited the inflammatory response,had a protective effect on histopathological changes,and reduced the expression level of the necroptosis indicator pMLKL in peritoneal macrophages,lung,spleen,and liver tissues of V.vulnificus-induced septic mice in vivo.Pretreatment with RSV downregulated the mRNA of the necroptosis indicator and protein expression in peritoneal macrophages and tissues of V.vulnificusinduced septic mice.RSV also improved the survival of V.vulnificus-induced septic mice.Conclusion Our findings collectively demonstrate that RSV prevented V.vulnificus-induced sepsis by attenuating necroptosis,highlighting its potency in the clinical management of V.vulnificus-induced sepsis.

Effect of resveratrol in gestational diabetes mellitus and its complications

The incidence rate of diabetes in pregnancy is about 20%,and diabetes in pregnancy will have a long-term impact on the metabolic health of mothers and their offspring.Mothers may have elevated blood glucose,which may lead to blood pressure disease,kidney disease,decreased resistance and secondary infection during pregnancy.The offspring may suffer from abnormal embryonic development,intrauterine growth restriction,obesity,autism,and other adverse consequences.Resveratrol(RSV)is a natural polyphenol compound,which is found in more than 70 plant species and their products,such as Polygonum cuspidatum,seeds of grapes,peanuts,blueberries,bilberries,and cranberries.Previous studies have shown that RSV has a potential beneficial effect on complex pregnancy,including improving the indicators of diabetes and pregnancy diabetes syndrome.This article has reviewed the molecular targets and signaling pathways of RSV,including AMP-activated protein kinase,mitogen-activated protein kinases,silent information regulator sirtuin 1,miR-23a-3p,reactive oxygen species,potassium channels and CX3C chemokine ligand 1,and the effect of RSV on gestational diabetes mellitus(GDM)and its complications.RSV improves the indicators of GDM by improving glucose metabolism and insulin tolerance,regulating blood lipids and plasma adipokines,and modulating embryonic oxidative stress and apoptosis.Furthermore,RSV can ameliorate the GDM complications by reducing oxidative stress,reducing the effects on placentation,reducing the adverse effects on embryonic development,reducing offspring's healthy risk,and so on.Thus,this review is of great significance for providing more options and possibilities for further research on medication of gestational diabetes.

Resveratrol as an epigenetic therapy for flavivirus infection:A narrative review

Flaviviruses are a group of positive-stranded RNA viruses that cause a broad spectrum of severe illnesses in humans worldwide.Clinical manifestations of flavivirus infections range from mild febrile illness to hemorrhage,shock,and neurological manifestations.Flavivirus infections cause a substantial global health impact,with an estimated more than 400 million cases of infections annually.Hence,an understanding of flavivirus-host interaction is urgently needed for new antiviral therapeutic strategies.In recent years,many aspects concerning epigenetic therapy for viral infections have been addressed,including methylation of the genome,acetylation/deacetylation of histone complex and microRNA regulation.In this context,we surveyed and reviewed the literature and summarized the epigenetic effects of resveratrol,a natural polyphenol with potential anti-viral properties,on flavivirus infections.

Preparation of adhesive resveratrol micelles and determination of drug content

Objective:Resveratrol polymer micelles with tissue adhesion were prepared and the content of resveratrol in the micelles was determined by HPLC.Method:The micelle adhesion experiment was carried out by polylysine orifice plate experiment and small animal fluorescence imaging method,and the micelle prescription was optimized to obtain resveratrol micelles with good adhesion.The separation was performed on a Shiseido SPOLAR C18 column(150 mm×4.6 mm,5μm)with methanol-water(42:58)as the mobile phase.The flow rate was 1.0 mL·min^(-1),the detection wavelength was 305 nm,the column temperature was 35℃,and the injection volume was 10μL.Results:Resveratrol micelles prepared with F127 alone had the best adhesion.The peak area and concentration of resveratrol had a good linear relationship in the concentration range of 10~200μg/mL(r=0.9996).The specificity,precision,recovery and stability all met the methodological requirements.Conclusion:In this experiment,resveratrol micelles with tissue adhesion were successfully prepared,and a method for the determination of resveratrol content in micelles was established.The method is accurate,rapid and simple.

One-year outcomes of resveratrol supplement with aflibercept versus aflibercept monotherapy in wet agerelated macular degeneration

AIM:To determine the one-year outcomes of resveratrol oral supplement in patients suffering from wet age-related macular degeneration(AMD).METHODS:Fifty naïve and previously untreated patients suffering from wet AMD,were randomly assigned in two subgroups of 25 patients each.All the participants were treated with 3 monthly intravitreal injections of 2.0 mg aflibercept(IAIs)followed by injections“according to need”,while in one group the patients also received daily two tablets of resveratrol oral supplement.Prior to treatment initiation,a complete ophthalmological examination,including best corrected visual acuity(BCVA)and contrast sensitivity evaluation,optical coherence tomography(OCT)scans,fundus autofluorescence(FAF),fluorescein angiography,indocyanine green angiography,and OCT angiography(OCTA),was performed to every participant,while all of them completed the Hospital Anxiety and Depression Scale(HADS)questionnaire,in order to assess their quality of life(QoL)status.The patients were assessed monthly for 1y with FAF,and OCT or OCTA;the main endpoints were the number IAIs,the changes in BCVA,in contrast sensitivity,and in patients’QoL status.RESULTS:No significant differences were present between the groups regarding the baseline demographic and clinical data.Over the 12-month period,a similar number of IAIs was applied in both groups(4.52±1.00 vs 4.28±0.90,P=0.38),while the rest of the clinical data also did not differ significantly after the completion of the study period.However,for HADS Depression(11.88±2.51 vs 8.28±1.54,P<0.001)and HADS Anxiety(11.92±2.52 vs 7.76±1.51,P<0.001)questionnaires values,the score was significantly better in patients who received resveratrol supplements.Moreover,a statistically significant difference was detected in the mean change from baseline values of contrast sensitivity(0.17±0.19 vs 0.35±0.24,P=0.005),HADS Depression(0.08±1.38 vs-3.88±1.48,P<0.001),and HADS Anxiety(0.36±1.98 vs-5.12±2.70,P<0.001)scores,in favour of the patients treated with resveratrol supplements.CONCLUSION:The resveratrol oral supplement is a complementary treatment in cases of wet AMD,highlighting its effectiveness in improving patients’QoL status.

Infrared and Visible Image Fusion Based on Res2Net-Transformer Automatic Encoding and Decoding

A novel image fusion network framework with an autonomous encoder and decoder is suggested to increase thevisual impression of fused images by improving the quality of infrared and visible light picture fusion. The networkcomprises an encoder module, fusion layer, decoder module, and edge improvementmodule. The encoder moduleutilizes an enhanced Inception module for shallow feature extraction, then combines Res2Net and Transformerto achieve deep-level co-extraction of local and global features from the original picture. An edge enhancementmodule (EEM) is created to extract significant edge features. A modal maximum difference fusion strategy isintroduced to enhance the adaptive representation of information in various regions of the source image, therebyenhancing the contrast of the fused image. The encoder and the EEM module extract features, which are thencombined in the fusion layer to create a fused picture using the decoder. Three datasets were chosen to test thealgorithmproposed in this paper. The results of the experiments demonstrate that the network effectively preservesbackground and detail information in both infrared and visible images, yielding superior outcomes in subjectiveand objective evaluations.

融入CBAM的Res-UNet高分辨率遥感影像语义分割模型

针对现有语义分割方法处理复杂遥感影像细节特征识别能力差、信息丢失等问题,提出一种融合注意力机制的遥感影像语义分割网络模型。模型主干网络采用编码器-解码器架构的U-Net模型,为了缓解梯度和网络退化问题,将残差结构嵌入到主干网络中;同时融入通道、空间注意力模块,兼顾影像的细节特征和模型鲁棒性。在ISPRS Potsdam数据集上进行分析验证,实验结果表明,在去除“噪声”、地物边缘“平滑”、细窄地物“连续”、细小目标分割等方面,融入CBAM模块的ResUNet语义分割精度要优于传统网络模型。