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Effects of Nitrogen Rate and Planting Density on the Growth and Quality of Tobacco Cultivar Chuxue 80
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作者 Xiao WANG Jiuchang SHI +4 位作者 Guangpu ZHANG Changhe CHENG Guanghua HUANG Huan HUANG Baoming QIAO 《Asian Agricultural Research》 2026年第1期36-38,45,共4页
[Objectives]To investigate the effects of different planting densities and nitrogen application rates on the yield and quality of the tobacco cultivar Chuxue 80.[Methods]A field experiment was conducted in Hubei Provi... [Objectives]To investigate the effects of different planting densities and nitrogen application rates on the yield and quality of the tobacco cultivar Chuxue 80.[Methods]A field experiment was conducted in Hubei Province,evaluating various combinations of planting density and nitrogen rate for Chuxue 80.[Results]At the maturity stage,the TN1 treatment(5 kg N per 667 m^(2) with a density of 1900 plants per 667 m^(2))demonstrated the most favorable agronomic performance.The TN9 treatment(11 kg N per 667 m^(2) with a density of 1110 plants per 667 m^(2))achieved the highest wrapper tobacco yield and output value.Meanwhile,the TN5 treatment(8 kg N per 667 m^(2) with a density of 1515 plants per 667 m^(2))resulted in the best smoking quality.[Conclusions]The TN9 treatment,with a planting density of 1110 plants per 667 m^(2) and a nitrogen application rate of 11 kg per 667 m^(2),is recommended as the optimal cultivation practice for Chuxue 80 in Hubei Province. 展开更多
关键词 TOBACCO Nitrogen application rate PLANTING density AGRONOMIC traits SMOKING QUALITY
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Application of Whole Slide Imaging Technology in Clinical Pathological Diagnosis
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作者 Zhenjie Wang Jianguo Huai 《Journal of Clinical and Nursing Research》 2026年第1期21-26,共6页
Whole Slide Imaging (WSI) technology, as a revolutionary digital technology in the field of pathology, is gradually changing the traditional clinical pathological diagnosis model. By converting traditional glass patho... Whole Slide Imaging (WSI) technology, as a revolutionary digital technology in the field of pathology, is gradually changing the traditional clinical pathological diagnosis model. By converting traditional glass pathological sections into complete digital images through high-resolution scanning, it provides a new method for pathological diagnosis. Based on this, this paper studies the application of WSI technology in clinical pathological diagnosis, elaborates on its application value, analyzes the current application status, and proposes corresponding application countermeasures, aiming to provide reference for the standardized and popularized development of this technology in clinical pathological diagnosis. 展开更多
关键词 Whole slide imaging(WSI)technology Clinical pathological diagnosis Application value Current status Application countermeasures
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Evaluation,Validation,and Application of Sex-Specific Molecular Marker in Kiwifruit(Actinidia spp.)
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作者 Hui Zhang Yingchun He +5 位作者 Min Hong Yang Wang Mingzhang Li Qiguo Zhuang Kui Du Yue Xie 《Phyton-International Journal of Experimental Botany》 2026年第2期69-85,共17页
The genus Actinidia is primarily functionally dioecious,and early sex identification plays a crucial role in improving breeding efficiency and reducing production costs.In this study,the accuracy of three sex-linked m... The genus Actinidia is primarily functionally dioecious,and early sex identification plays a crucial role in improving breeding efficiency and reducing production costs.In this study,the accuracy of three sex-linked molecular markers(SyGI[Shy Girl],FrBy[Friendly Boy],and SmY1)in sex identification was evaluated in various Actinidia species.The selected marker products were subsequently cloned and sequenced in six wild Actinidia species.Ninety-six wild A.chinensis chinensis accessions and 74 A.chinensis deliciosa accessions,most of which were wild,with only one cultivated,were used for comprehensive primer validation.Thirty-three juvenile A.chinensis chinensis hybrid seedlings were used for practical application tests.The results showed that the marker SyGI accurately identified the sex of 20 samples from six Actinidia species and 96 A.chinensis chinensis accessions with 100%reliability.For Actinidia chinensis deliciosa,the identification accuracy reached 98.65%.Sequence analysis revealed that SyGI shared the highest similarity with the male-specific genomic region.Furthermore,SyGI achieved 100%accuracy in identifying the sex of 33 juvenile A.chinensis chinensis individuals.The findings confirm that the SyGI marker possesses high accuracy,strong specificity,and broad applicability,making it a valuable tool for kiwifruit breeding programs.The cloned sequences from wild Actinidia species also provide important references for future research on the mechanisms of sexual evolution and determination. 展开更多
关键词 ACTINIDIA DIOECIOUS sex identification SyGI accuracy SPECIFICITY applicability
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Carbon dots:from fundamentals to frontier applications
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作者 Haoqiang Song Yi Ru +29 位作者 Jingkun Yu Songyuan Tao Yan Li Huaxin Liu Yu Liu Huiqi Zhang Han Wu Yaojia Cheng Wenjuan Xiang Qi Liang Mingjun Nie Yingying Bi Shurong Ding Jiping Xiao Yu-Xuan Ji Xin Yang Jianle Zhuang Boyang Wang Pengfei Li Jiechao Ge Hong Bi Hongshuai Hou Hengwei Lin Huan-Ming Xiong Songnan Qu Zhenhui Kang Zaicheng Sun Louzhen Fan Bai Yang Siyu Lu 《Science China Chemistry》 2026年第2期539-618,共80页
Carbon dots(CDs),as emerging zero-dimensional carbon-based nanomaterials,demonstrate immense potential across optical displays,bioimaging,chemical sensing,information anti-counterfeiting,and optoelectronic devices.Thi... Carbon dots(CDs),as emerging zero-dimensional carbon-based nanomaterials,demonstrate immense potential across optical displays,bioimaging,chemical sensing,information anti-counterfeiting,and optoelectronic devices.This promise stems from their exceptional tunable photoluminescence,low toxicity,biocompatibility,and abundant raw material sources.Since their discovery,research has centered on resolving controversies regarding classification,formation mechanism,microstructure,and luminescence principles while achieving controllable optoelectronic properties.Applications have evolved from basic fluorescent labeling to advanced domains including multimodal theranostics,high-sensitivity(bio/chemical)sensing,stable optoelectronic devices,intelligent anticounterfeiting systems,and environmental/energy catalysis.Future challenges demand breakthroughs in structural homogeneity/scalable eco-fabrication,universal structure-opto/electronic-property models,stability/efficiency in complex environments,and multifunctional synergy(e.g.,photo-electro-catalysis).This comprehensive review systematically examines milestone advances in CDs research over the past decade—spanning synthesis methodologies,photo/electronic property modulation mechanisms,and innovative applications—while dissecting key challenges and envisioning future pathways as versatile intelligent nanoplatforms. 展开更多
关键词 carbon dots PROPERTIES SYNTHESIS MECHANISM APPLICATIONS
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Advances in the Construction and Application of Lignin-Based Hydrogels
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作者 JiaziWang Yanxia An +4 位作者 Jingyuan Su Keke Liu Jian Zhang Yang Zhao Linlin Li 《Journal of Renewable Materials》 2026年第2期26-49,共24页
Lignin,the most abundant natural aromatic polymer globally,has garnered considerable interest due to its rich and diverse active functional groups and its antioxidant,antimicrobial,and adhesive properties.Recent resea... Lignin,the most abundant natural aromatic polymer globally,has garnered considerable interest due to its rich and diverse active functional groups and its antioxidant,antimicrobial,and adhesive properties.Recent research has significantly improved the performance of lignin-based hydrogels,suggesting their substantial potential in fields such as biomedicine,environmental science,and agriculture.This paper reviews the process of lignin extraction,systematically introduces synthesis strategies for preparing lignin-based hydrogels,and discusses the current state of research on these hydrogels in biomedical and environmental protection fields.It concludes by identifying the existing challenges in lignin hydrogel research and envisioning future prospects and development trends. 展开更多
关键词 LIGNIN HYDROGEL application controlled drug delivery ADSORBENT
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Study on the development,applications,and standardization status of environmental DNA(eDNA)technology in China
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作者 Li Xiawei Duan Bin +3 位作者 Lu Jing Li Xueling Wang Min Yang Yongqi 《China Standardization》 2026年第1期54-59,共6页
Environmental DNA(eDNA)technology has revolutionized biodiversity monitoring with its non-invasive,sensitive,and cost-efficient approach.This paper systematically reviews eDNA advancements,examining its applications i... Environmental DNA(eDNA)technology has revolutionized biodiversity monitoring with its non-invasive,sensitive,and cost-efficient approach.This paper systematically reviews eDNA advancements,examining its applications in aquatic and terrestrial ecosystems and assessing China’s standardization progress.It delineates four developmental phases from single-species detection to high-throughput sequencing,and highlights China’s contribution to the development of technical standards.While significant progress has been made,challenges persist in quantitative accuracy,methodological consistency,and large-scale implementation.Future efforts should prioritize enhanced standardization,improved quantification techniques,broader applications,and international collaboration to drive innovation in eDNA technology. 展开更多
关键词 environmental DNA development application standardization status
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ChatGPT in liver transplantation:Current applications,limitations,and future directions
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作者 Eleni Avramidou Nikolaos Kougianos +3 位作者 George Chiotis-Miehe Stella Vasileiadou Georgios Katsanos Georgios Tsoulfas 《World Journal of Transplantation》 2026年第1期75-81,共7页
Liver transplantation(LT)remains the optimal life-saving intervention for patients with end-stage liver disease.Despite the recent advances in LT several barriers,including organ allocation,donor-recipient matching,an... Liver transplantation(LT)remains the optimal life-saving intervention for patients with end-stage liver disease.Despite the recent advances in LT several barriers,including organ allocation,donor-recipient matching,and patient education,persist.With the growing progress of artificial intelligence,particularly large language models(LLMs)like ChatGPT,new applications have emerged in the field of LT.Current studies demonstrating usage of ChatGPT in LT include various areas of application,from clinical settings to research and education.ChatGPT usage can benefit both healthcare professionals,by decreasing the time spent on non-clinical work,but also LT recipients by providing accurate information.Future potential applications include the expanding usage of ChatGPT and other LLMs in the field of LT pathology and radiology as well as the automated creation of discharge summaries or other related paperwork.Additionally,the next models of ChatGPT might have the potential to provide more accurate patient education material with increased readability.Although ChatGPT usage presents promising applications,there are certain ethical and practical limitations.Key concerns include patient data privacy,information accuracy,misinformation possibility and lack of legal framework.Healthcare providers and policymakers should collaborate for the establishment of a controlled framework for the safe use of ChatGPT.The aim of this minireview is to summarize current literature on ChatGPT in LT,highlighting both opportunities and limitations,while also providing future possible applications. 展开更多
关键词 ChatGPT Liver transplantation APPLICATIONS LIMITATIONS Artificial intelligence Large language model
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Erratum:Bio-inspired Fog Harvesting Fabric Materials:Principle,Fabrication,Engineering Applications and Challenges
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作者 Xueke Yang Sha Li +2 位作者 Xiaobo Wang Xiaoming Qian Songnan Zhang 《Journal of Bionic Engineering》 2026年第1期549-549,共1页
The original online version of this article was revised:"The article Bio-inspired Fog Harvesting Fabric Materials:Principle,Fabrication,Engineering Applications and Challenges,written by Xueke Yang,Sha Li,Xiaobo ... The original online version of this article was revised:"The article Bio-inspired Fog Harvesting Fabric Materials:Principle,Fabrication,Engineering Applications and Challenges,written by Xueke Yang,Sha Li,Xiaobo Wang,Xiaoming Qian,and Songnan Zhang,was originally published under exclusive license to Jilin University.Following the authors'decision to opt for retrospective open access,the copyright of the article was changed on 27 April 2025 to©The Authors 2025.The article is now distributed under the terms of the Creative Commons Attribution License(http://creativecommons.org/licenses/by/4.0),which permits unrestricted use,distribution,and reproduction in any medium,provided the original author(s)and source are credited." 展开更多
关键词 PRINCIPLE fog harvesting fabric materials FABRICATION CHALLENGES engineering applications bio inspired
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A Comprehensive Literature Review of AI-Driven Application Mapping and Scheduling Techniques for Network-on-Chip Systems
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作者 Naveed Ahmad Muhammad Kaleem +5 位作者 Mourad Elloumi Muhammad Azhar Mushtaq Ahlem Fatnassi Mohd Fazil Anas Bilal Abdulbasit A.Darem 《Computer Modeling in Engineering & Sciences》 2026年第1期118-155,共38页
Network-on-Chip(NoC)systems are progressively deployed in connecting massively parallel megacore systems in the new computing architecture.As a result,application mapping has become an important aspect of performance ... Network-on-Chip(NoC)systems are progressively deployed in connecting massively parallel megacore systems in the new computing architecture.As a result,application mapping has become an important aspect of performance and scalability,as current trends require the distribution of computation across network nodes/points.In this paper,we survey a large number of mapping and scheduling techniques designed for NoC architectures.This time,we concentrated on 3D systems.We take a systematic literature review approach to analyze existing methods across static,dynamic,hybrid,and machine-learning-based approaches,alongside preliminary AI-based dynamic models in recent works.We classify them into several main aspects covering power-aware mapping,fault tolerance,load-balancing,and adaptive for dynamic workloads.Also,we assess the efficacy of each method against performance parameters,such as latency,throughput,response time,and error rate.Key challenges,including energy efficiency,real-time adaptability,and reinforcement learning integration,are highlighted as well.To the best of our knowledge,this is one of the recent reviews that identifies both traditional and AI-based algorithms for mapping over a modern NoC,and opens research challenges.Finally,we provide directions for future work toward improved adaptability and scalability via lightweight learned models and hierarchical mapping frameworks. 展开更多
关键词 Application mapping mapping techniques NETWORK-ON-CHIP system on chip optimisation
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Engineered Radiative Cooling Systems for Thermal-Regulating and Energy-Saving Applications
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作者 Leqi Lei Ting Wu +8 位作者 Shuo Shi Yifan Si Chuanwei Zhi Kaisong Huang Jieqiong Yang Xinshuo Liang Shanshan Zhu Jinping Qu Jinlian Hu 《Nano-Micro Letters》 2026年第1期509-544,共36页
Radiative cooling systems(RCSs)possess the distinctive capability to dissipate heat energy via solar and thermal radiation,making them suitable for thermal regulation and energy conservation applications,essential for... Radiative cooling systems(RCSs)possess the distinctive capability to dissipate heat energy via solar and thermal radiation,making them suitable for thermal regulation and energy conservation applications,essential for mitigating the energy crisis.A comprehensive review connecting the advancements in engineered radiative cooling systems(ERCSs),encompassing material and structural design as well as thermal and energy-related applications,is currently absent.Herein,this review begins with a concise summary of the essential concepts of ERCSs,followed by an introduction to engineered materials and structures,containing nature-inspired designs,chromatic materials,meta-structural configurations,and multilayered constructions.It subsequently encapsulates the primary applications,including thermal-regulating textiles and energy-saving devices.Next,it highlights the challenges of ERCSs,including maximized thermoregulatory effects,environmental adaptability,scalability and sustainability,and interdisciplinary integration.It seeks to offer direction for forthcoming fundamental research and industrial advancement of radiative cooling systems in real-world applications. 展开更多
关键词 Radiative cooling systems Engineered materials Thermal-regulating ENERGY-SAVING Smart applications
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Research Advances in Pharmacological Effects and Clinical Applications of Rhubarb and Its Compound Formulations in the Treatment of Sepsis
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作者 Yu CHEN Linna LU +1 位作者 Qingmin XING Lijuan SHEN 《Medicinal Plant》 2026年第1期83-91,共9页
This article reviews the research advances in traditional Chinese medicine rhubarb and its compound formulations in the treatment of sepsis,with particular emphasis on elucidating their mechanisms of action and clinic... This article reviews the research advances in traditional Chinese medicine rhubarb and its compound formulations in the treatment of sepsis,with particular emphasis on elucidating their mechanisms of action and clinical application value.Research has demonstrated that rhubarb and its compound formulations exert therapeutic effects via multiple targets and mechanisms,including anti-inflammatory actions,protection of the intestinal barrier,modulation of immune balance,inhibition of oxidative stress,and regulation of associated signaling pathways.Clinically,rhubarb has shown distinct advantages in enhancing gastrointestinal function,mitigating systemic inflammatory responses,and reducing mortality rates among patients with sepsis.These findings provide a foundational reference for the integrated prevention and treatment of sepsis through the combined use of traditional Chinese and Western medicine. 展开更多
关键词 SEPSIS RHUBARB Traditional Chinese medicine Compound formulation Pharmacological effect Clinical application
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Food applications and health benefits of bioactive constituents in Eucommia ulmoides:a review
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作者 Wenjie Lu Na Yang +3 位作者 Jiaqi Cheng Yanpeng Dong Lu Wang Haifang Jiang 《Food Science and Human Wellness》 2026年第2期538-559,共22页
Eucommia ulmoides is an important economic forest tree species in China,of which the different tissues and organs are widely used in traditional medicine for their abundant bioactive ingredients.Previous studies alway... Eucommia ulmoides is an important economic forest tree species in China,of which the different tissues and organs are widely used in traditional medicine for their abundant bioactive ingredients.Previous studies always focused on the Eucommia gum,a potential alternative to natural rubber because of its“rubber plastic duality”.In recent years,Eucommia has increasingly attracted more attention and interest for its excellent nutritional and economic value,with the deepening of research and the development of products involving in the application of bioactive ingredients.However,the dietary health effects and future application prospects of the bioactive components of E.ulmoides have not been systematically summarized.Therefore,we firstly reviewed the main bioactive ingredients category,structural characteristics,extraction methods and nutritive value.Furthermore,we also summarized the wide application of bioactive ingredients in food and medicine fields.Finally,this review provides a comprehensive overview of the safety and future development of products derived from E.ulmoides,as well as exploring potential applications for its bioactive constituents,aiming to facilitate further extensive investigation into its utilization. 展开更多
关键词 Eucommia ulmoides Bioactive ingredients Traditional medicine Nutritive value Potential applications
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Therapeutic potential of Ziziphora clinopodioides in cardiovascular diseases:areview
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作者 Xingjie Zhuo Shuxian Ding +4 位作者 Jinhua Li Shengli Quan Yuanxiao Yang Weijun Yang Qin Li 《Chinese Journal of Natural Medicines》 2026年第1期33-44,共12页
Cardiovascular diseases(CVDs)are driven by intricate and multifactorial pathophysiological mechanisms,presenting substantial challenges for the development of effective therapeutic strategies.Recent studies have highl... Cardiovascular diseases(CVDs)are driven by intricate and multifactorial pathophysiological mechanisms,presenting substantial challenges for the development of effective therapeutic strategies.Recent studies have highlighted the therapeutic potential of various traditional Chinese medicines(TCMs),which exert vasodilatory,anti-inflammatory,and antioxidant effects that may alleviate clinical symptoms and slow CVD progression.Ziziphora clinopodioides,a traditional herbal medicine,contains primarily flavonoids,phenolic acids,and essential oils.These compounds contribute to its pharmacological activities,including inhibition of apoptosis inhibition,inflammation reduction,oxidative stress mitigation,mitochondrial function improvement,and vasodilation promotion,all of which are relevant to CVD treatment.This review comprehensively examines the pathophysiological basis of CVDs,elucidates the molecular mechanisms and signaling pathways involved in the cardioprotective actions of Ziziphora clinopodioides,and summarizes its emerging clinical applications in cardiovascular therapy.The findings aim to inform future research and promote the rational development of this medicinal plant as a complementary or adjunctive treatment for CVDs. 展开更多
关键词 Ziziphora clinopodioides Cardiovascular diseases Chemical constituents Pharmacological effects Herbal combinations Clinical applications
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Review of Flash Joule Heating for the Synthesis of Graphene and Other Functional Carbon Materials
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作者 Zhiwu Tan Faisal Mahmood +8 位作者 Mengzhen Tian Yimeng Li Qingfa Zhang Zhong Ma Mingfeng Wang Weiwei Liu Shihong Zhang Haiping Yang Bin Li 《Carbon Energy》 2026年第1期223-252,共30页
Flash Joule heating(FJH),as a high-efficiency and low-energy consumption technology for advanced materials synthesis,has shown significant potential in the synthesis of graphene and other functional carbon materials.B... Flash Joule heating(FJH),as a high-efficiency and low-energy consumption technology for advanced materials synthesis,has shown significant potential in the synthesis of graphene and other functional carbon materials.Based on the Joule effect,the solid carbon sources can be rapidly heated to ultra-high temperatures(>3000 K)through instantaneous high-energy current pulses during FJH,thus driving the rapid rearrangement and graphitization of carbon atoms.This technology demonstrates numerous advantages,such as solvent-and catalyst-free features,high energy conversion efficiency,and a short process cycle.In this review,we have systematically summarized the technology principle and equipment design for FJH,as well as its raw materials selection and pretreatment strategies.The research progress in the FJH synthesis of flash graphene,carbon nanotubes,graphene fibers,and anode hard carbon,as well as its by-products,is also presented.FJH can precisely optimize the microstructures of carbon materials(e.g.,interlayer spacing of turbostratic graphene,defect concentration,and heteroatom doping)by regulating its operation parameters like flash voltage and flash time,thereby enhancing their performances in various applications,such as composite reinforcement,metal-ion battery electrodes,supercapacitors,and electrocatalysts.However,this technology is still challenged by low process yield,macroscopic material uniformity,and green power supply system construction.More research efforts are also required to promote the transition of FJH from laboratory to industrial-scale applications,thus providing innovative solutions for advanced carbon materials manufacturing and waste management toward carbon neutrality. 展开更多
关键词 APPLICATIONS by products flash graphene flash Joule heating functional carbon materials upscaling
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The application of China’s standards on AI screening for diabetic retinopathy in Cambodia
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作者 Sun Rongsong Sorl Sung +5 位作者 Meng Panha Yang Yayu Touch Khun Qiao Zhujun Liu Duo Hu Yuandong 《China Standardization》 2026年第1期63-67,共5页
Diabetic retinopathy(DR)is a leading cause of vision loss among working-age populations,with early screening significantly reducing the risk of blindness.However,resource-limited regions often face challenges in DR sc... Diabetic retinopathy(DR)is a leading cause of vision loss among working-age populations,with early screening significantly reducing the risk of blindness.However,resource-limited regions often face challenges in DR screening due to a shortage of ophthalmologists.This study reports the implementation and outcomes of the Chinese local standard DB52/T 1726-2023,Regulations for the application of diabetic retinopathy screening artificial intelligence,in Cambodian healthcare institutions.A pilot DR screening program with independent operational capability is established by providing a non-mydriatic fundus camera and deploying a localized diabetic retinopathy artificial intelligence(DR-AI)screening platform at the Cambodia-Kingdom Friendship Hospital in Phnom Penh,along with comprehensive training.From January to August 2025,a total of 565 patients with type 2 diabetes were screened,yielding a DR detection rate of 26.0%(147 cases).Research findings demonstrate that applying mature Chinese DR-AI screening standards and technological solutions through international collaboration in regions with a scarcity of ophthalmic professionals is both feasible and effective.This project serves as a reference for promoting DR-AI in resource-constrained countries and regions,highlighting its significant potential to leverage AI in addressing the global burden of chronic diseases and advancing the modernization of health systems. 展开更多
关键词 international collaboration overseas application of standards diabetic retinopathy AI screening
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Energy budget in geomaterials fracture:analysis using non-local ductile damage model
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作者 Yijun Chen Mostafa E.Mobasher +1 位作者 Dongjian Zheng Haim Waisman 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第2期887-912,共26页
We present a novel approach for calculating the energy budget components during the progressive failure process in cohesive-frictional geomaterials.The energy supplied through external loading can be either stored as ... We present a novel approach for calculating the energy budget components during the progressive failure process in cohesive-frictional geomaterials.The energy supplied through external loading can be either stored as elastic strain energy and plastic energy storage or dissipated through damage growth and irreversible plastic deformation mechanisms.Analytical functions describing energy budget components are derived based on a thermodynamic formulation in geomaterials fracture.The thermodynamically consistent derivation leads to a non-local ductile damage model,which is solved numerically in a non-linear finite element framework.The proposed model captures geomaterial fractures in three benchmark examples,including tensile and biaxial-compressive shear scenarios and slope stability analysis.The aspects of shear fracture propagation and energy budget mechanisms are elaborately investigated,considering different material properties and stochastic distributions.The numerical results are validated against existing experimental data and other analytical methods.The model provides a physics-based understanding of energy budget in geomaterials fracture,leading to advances in ground improvement and other geotechnical supporting systems. 展开更多
关键词 Non-local ductile damage Energetic formulation Energy budget Shear fracture propagation Geomechanics applications
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A dual attention-based deep learning model for lithology identificationwhile drilling
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作者 Jie Chen Zhen Gui +6 位作者 Yichao Rui Xusheng Zhao Xiaokang Pan Qingfeng Wang Yuanyuan Pu Zheng Li Maoyi Liu 《Journal of Rock Mechanics and Geotechnical Engineering》 2026年第2期1177-1192,共16页
Lithology identificationwhile drilling technology can obtain rock information in real-time.However,traditional lithology identificationmodels often face limitations in feature extraction and adaptability to complex ge... Lithology identificationwhile drilling technology can obtain rock information in real-time.However,traditional lithology identificationmodels often face limitations in feature extraction and adaptability to complex geological conditions,limiting their accuracy in challenging environments.To address these challenges,a deep learning model for lithology identificationwhile drilling is proposed.The proposed model introduces a dual attention mechanism in the long short-term memory(LSTM)network,effectively enhancing the ability to capture spatial and channel dimension information.Subsequently,the crayfishoptimization algorithm(COA)is applied to optimize the model network structure,thereby enhancing its lithology identificationcapability.Laboratory test results demonstrate that the proposed model achieves 97.15%accuracy on the testing set,significantlyoutperforming the traditional support vector machine(SVM)method(81.77%).Field tests under actual drilling conditions demonstrate an average accuracy of 91.96%for the proposed model,representing a 14.31%improvement over the LSTM model alone.The proposed model demonstrates robust adaptability and generalization ability across diverse operational scenarios.This research offers reliable technical support for lithology identification while drilling. 展开更多
关键词 Lithology identificationwhile drilling Deep learning Dual attention mechanism Metaheuristic algorithm Field applications
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AI and ML in groundwater exploration and water resources management:Concepts,methods,applications,and future directions
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作者 Adla Andalu MGopal Naik Sandeep Budde 《Journal of Groundwater Science and Engineering》 2026年第1期100-122,共23页
The integration of Artificial Intelligence(AI)and Machine Learning(ML)into groundwater exploration and water resources management has emerged as a transformative approach to addressing global water challenges.This rev... The integration of Artificial Intelligence(AI)and Machine Learning(ML)into groundwater exploration and water resources management has emerged as a transformative approach to addressing global water challenges.This review explores key AI and ML concepts,methodologies,and their applications in hydrology,focusing on groundwater potential mapping,water quality prediction,and groundwater level forecasting.It discusses various data acquisition techniques,including remote sensing,geospatial analysis,and geophysical surveys,alongside preprocessing methods that are essential for enhancing model accuracy.The study highlights AI-driven solutions in water distribution,allocation optimization,and realtime resource management.Despite their advantages,the application of AI and ML in water sciences faces several challenges,including data scarcity,model reliability,and the integration of these tools with traditional water management systems.Ethical and regulatory concerns also demand careful consideration.The paper also outlines future research directions,emphasizing the need for improved data collection,interpretable models,real-time monitoring capabilities,and interdisciplinary collaboration.By leveraging AI and ML advancements,the water sector can enhance decision-making,optimize resource distribution,and support the development of sustainable water management strategies. 展开更多
关键词 Artificial intelligence Machine learning Groundwater exploration Hydrological modeling Remote sensing applications Water resources management
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Cancer-targeting drug conjugates drives a new era in precise cancer treatment
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作者 Jia Deng Jianbin Shi +7 位作者 Dan Li Xue Jiao Jinrui Liu Haowen Tian Na Liu Cong Luo Ken-ichiro Kamei Chutong Tian 《Chinese Chemical Letters》 2026年第2期88-100,共13页
Cancer is the second leading cause of death globally.Its treatment remains a major challenge due to the disease's complexity,heterogeneity,and adaptive nature.Among the array of available treatments,targeted thera... Cancer is the second leading cause of death globally.Its treatment remains a major challenge due to the disease's complexity,heterogeneity,and adaptive nature.Among the array of available treatments,targeted therapy emerges as a paramount approach to address this substantial unmet clinical need,owing to its precise tumor targeting capabilities and potential for mitigating tumor progression risks.Drug conjugates are in high demand for targeted therapy due to their unique ligand specificity and potent cytotoxicity,thereby significantly enhancing therapeutic efficacy and reducing the incidence of adverse effects.Therefore,as a burgeoning field in biomedical research,it is timely to outline the latest advances in drug conjugates-driven cancer treatment.Herein,we aim to present the emerging breakthroughs in this exciting field at the intersection of target ligands,linkers,payloads,and cancer treatments.This review focuses on several drug conjugates-related strategies,including antibody-drug conjugates(ADCs),peptide-drug conjugates(PDCs),small molecule-drug conjugates(SMDCs),aptamer-drug conjugates(ApDCs)and radionuclide-drug conjugates(RDCs).Finally,we discuss the fundamentals behind drug conjugate-based anticancer therapeutics,along with their inherent advantages and associated challenges,as well as recent research advances. 展开更多
关键词 Drug conjugates Antibody-drug conjugates Peptide-drug conjugates Small molecule-drug conjugates Targeted therapy Drug discovery Clinical application
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Research Advances in Modern Analytical Techniques for Quality Control and Clinical Application of Ganmai Dazao Decoction
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作者 Zihan Zhu 《Journal of Clinical and Nursing Research》 2026年第1期338-344,共7页
Ganmai Dazao Decoction,originating from“Jin Gui Yao Lue”(Synopsis of the Golden Chamber),is a classical prescription for treating visceral agitation.Composed of three medicinal and edible substances-licorice(Gancao)... Ganmai Dazao Decoction,originating from“Jin Gui Yao Lue”(Synopsis of the Golden Chamber),is a classical prescription for treating visceral agitation.Composed of three medicinal and edible substances-licorice(Gancao),wheat(Xiaomai),and jujube(Dazao),it functions to nourish the heart and calm the mind,harmonize the middle burner and regulate Qi,and alleviate urgency and restlessness.As its clinical application has expanded from traditional emotional disorders to neurological,endocrine,and various psychosomatic diseases,establishing a scientifically precise quality control system and deeply elucidating its pharmacodynamic material basis and mechanism of action have become critical tasks.Modern analytical methods,typified by chromatography,spectroscopy,and their hyphenated techniques,with their high sensitivity,high resolution,and powerful substance characterization capabilities,have become the core driving force for standardizing the quality control and modernizing the clinical application research of this formula.This paper systematically reviews the progress of the aforementioned analytical techniques and chemometrics in interpreting the chemical composition,establishing fingerprint profiles,controlling process quality,and researching the pharmacodynamic material basis of Ganmai Dazao Decoction.Furthermore,it discusses integrated approaches combining analytical techniques with pharmacology and clinical medicine to reveal mechanisms of action and explore therapeutic biomarkers.Finally,it provides an outlook on future directions and challenges,including technological integration and innovation,standardization of whole-process quality control systems,and evidence-based research aimed at internationalization. 展开更多
关键词 Ganmai Dazao Decoction Quality control Modern analytical techniques FINGERPRINT Pharmacodynamic material basis Clinical application
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