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Predicting 3D Radiotherapy Dose-Volume Based on Deep Learning

Intelligent Automation & Soft Computing 2024年第2期39卷 319-335页

作者： Do Nang Toan Lam Thanh Hien ha Manh Toan Nguyen Trong Vinh Pham Trung Hieu Institute of Information Technology Vietnam Academy of Science and TechnologyHanoi10072Vietnam Faculty of Information Technology Lac Hong UniversityBien HoaDong Nai76120Vietnam

Cancer is one of the most dangerous diseaseswith *** of the principal treatments is radiotherapy by using radiation beams to destroy cancer cells and this workflow requires a lot of experience and skill from doctors and *** our study,we focused on the 3D dose prediction problem in radiotherapy by applying the deeplearning approach to computed tomography(CT)images of cancer *** image data has more complex characteristics than normal image data,and this research aims to explore the effectiveness of data preprocessing and augmentation in the context of the 3D dose prediction *** proposed four strategies to clarify our hypothesis in different aspects of applying data preprocessing and *** strategies,we trained our custom convolutional neural network model which has a structure inspired by the U-net,and residual blocks were also applied to the *** output of the network is added with a rectified linear unit(Re-Lu)function for each pixel to ensure there are no negative values,which are absurd with radiation *** experiments were conducted on the dataset of the Open Knowledge-Based Planning Challenge which was collected from head and neck cancer patients treatedwith radiation *** results of four strategies showthat our hypothesis is rational by evaluating metrics in terms of the Dose-score and the Dose-volume histogram score(DVH-score).In the best training cases,the Dose-score is 3.08 and the DVH-score is *** addition,we also conducted a comparison with the results of another study in the same context of using the loss function.

关键词： CT image 3D dose prediction data preprocessing augmentation

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Tuberculosis Diagnosis and Visualization with a Large Vietnamese X-Ray Image Dataset

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Intelligent Automation & Soft Computing 2024年第2期39卷 281-299页

作者： Nguyen Trong Vinh Lam Thanh Hien ha Manh Toan Ngo Duc Vinh Do Nang Toan Faculty of Information Technology Lac Hong UniversityBien HoaDong Nai76120Vietnam Institute of Information Technology Vietnam Academy of Science and TechnologyHanoi10072Vietnam Faculty of Information Technology Hanoi University of IndustryHanoi11915Vietnam

Tuberculosis is a dangerous disease to human life,and we need a lot of attempts to stop and reverse ***,in theCOVid-19 pandemic,access to medical services for tuberculosis has become very *** late detection of tuberculosis could lead to danger to patient health,even *** one of the countries heavily affected by the COVid-19 pandemic,andmany residential areas as well as hospitals have to be isolated for a long *** demands a fast and effective tuberculosis diagnosis solution to deal with the difficulty of accessingmedical services,such as an automatic tuberculosis diagnosis *** our study,aiming to build that system,we were interested in the tuberculosis diagnosis problem from the chest X-ray images of Vietnamese *** chest X-ray image is an important data type to diagnose tuberculosis,and it has also received a lot of attention from deep learning *** paper proposed a novel method for tuberculosis diagnosis and visualization using the deeplearning approach with a large Vietnamese X-ray image *** detail,we designed our custom convolutional neural network for the X-ray image classification task and then analyzed the predicted result to provide visualization as a *** prove the performance of our network model,we conducted several experiments to compare it to another study and also to evaluate it with the dataset of this *** support the implementation,we built a specific annotation system for tuberculosis under the requirements of radiologists in the Vietnam National Lung Hospital.A large experiment dataset was also from this hospital,and most of this data was for training the convolutional neural network *** experiment results were evaluated regarding sensitivity,specificity,and *** achieved high scores with a training accuracy score of 0.99,and the testing specificity and sensitivity scores were over *** on the X-ray image classification result,we visualize pr

关键词： Tuberculosis classification Vietnamese chest X-ray deep learning

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Non-thermal atmospheric-pressure positive pulsating corona discharge in degradation of textile dye Reactive Blue 19 enhanced by Bi_(2)O_(3) catalyst

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Plasma Science and Technology 2024年第2期26卷 104-113页

作者： Milica PETROVIC Dragan RADIVOJEVIC sasa RANCEV Nena VELINOV Milos KOSTIC Danijela BOJIC Aleksandar BOJIC Department of Chemistry Faculty of Sciences and MathematicsUniversity of NisNis 18000Serbia Department of Physics Faculty of Sciences and MathematicsUniversity of NisNis 18000Serbia

In this work,monoclinic Bi_(2)O_(3) was applied for the first time,to the best of our knowledge,as a catalyst in the process of dye degradation by a non-thermal atmospheric-pressure positive pulsating corona *** research focused on the interaction of the plasma-generated species and the catalyst,as well as the role of the catalyst in the degradation *** decomposition of the anthraquinone reactive dye Reactive Blue 19(RB 19) was performed in a selfmade reactor ***_(2)O_(3) was prepared by electrodeposition followed by thermal treatment,and characterized by x-ray diffraction,scanning electron microscopy and energy-dispersive xray *** was observed that the catalyst promoted decomposition of plasma-generated H_(2)O_(2) into ·OH radicals,the principal dye-degrading reagent,which further attacked the dye *** catalyst improved the decolorization rate by 2.5 times,the energy yield by 93.4%and total organic carbon removal by 7.1%.Excitation of the catalyst mostly occurred through strikes by plasma-generated reactive ions and radical species from the air,accelerated by the electric field,as well as by fast electrons with an energy of up to 15 eV generated by the streamers reaching the liquid *** strikes transferred the energy to the catalyst and created the electrons and holes,which further reacted with H_(2)O_(2) and water,producing ·OH *** was indentified as the primary role of the catalyst in this *** reactions followed pseudo first-order *** of H_(2)O_(2) and the dye degradation rate increased with increase in the input *** optimal catalyst dose was 500 mg·dm^(-3).The decolorization rate was a little lower in river water compared with that in deionized water due to the side reactions of ·OH radicals with organic matter and inorganic ions dissolved in the river water.

关键词： corona RB 19 Bi_(2)O_(3) catalyst degradation

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“腾笼换鸟”:高校布局调整与区县产业协调发展

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北京大学教育评论 2024年第1期22卷 41-59,189页

作者：林璐朱琼哈巍北京大学教育经济研究所北京100871

本文借助中国高等教育扩招浪潮下新建高校或校区的准实验,考察高校区域布局调整对区县产业协调发展的影响。本文发现,新建高校或校区对所在区县的新企业数量带来了消极影响,但对新企业的产业结构高级化水平起到了显著的积极影响,由此发... 详细信息

本文借助中国高等教育扩招浪潮下新建高校或校区的准实验,考察高校区域布局调整对区县产业协调发展的影响。本文发现,新建高校或校区对所在区县的新企业数量带来了消极影响,但对新企业的产业结构高级化水平起到了显著的积极影响,由此发挥出促进地方产业“腾笼换鸟”的功能。在区域协调发展方面,新建高校或校区在距离省会城市中心较远的地区同样发挥出了促进当地新企业产业结构高级化的功能。从全国跨区域比较来看,新建高校或校区具有“放大”区位劣势的效应,非东部地区的院校或校区对当地新企业产业结构高级化的促进作用较弱。应积极发挥高校通过影响产业布局促进地方产业结构转型升级的作用,实现地方高校特色办学与产业特色发展相结合,推动区域高等教育与经济建设协调发展。

关键词：产业布局高等教育准实验产业结构升级区域协调发展

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非物质文化遗产保护中习惯规则的价值探析

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贵州民族研究 2024年第2期45卷 171-176页

作者：萨矗荣贵中国人民大学法学院北京100872

非物质文化遗产本身蕴含着丰富的习惯规则内容,这些传统的习惯规则在文化传承中发挥着正式规范所无法替代的作用。习惯规则主要通过口头传承的方式得以延续,并由习惯机构依据传统社区和群体的文化价值观执行,旨在保护非物质文化遗产的... 详细信息

非物质文化遗产本身蕴含着丰富的习惯规则内容,这些传统的习惯规则在文化传承中发挥着正式规范所无法替代的作用。习惯规则主要通过口头传承的方式得以延续,并由习惯机构依据传统社区和群体的文化价值观执行,旨在保护非物质文化遗产的社会和文化利益,确保群体内成员享有平等的权利义务。根据传统习惯,非遗是集体所共有的,其使用伦理依赖于习惯规则和群体内部的社会关系。因此习惯规则在保护集体权利方面发挥着重要作用。沿袭多年的习惯规则与非遗所在的地域和群体紧密相连,与现代法治互补并存,共同发挥作用。在非遗保护价值观上,二者的一致性能使它们相互呼应,共同维护非遗的传承与发展。

关键词：习惯规则集体利益合理使用现代价值

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2018—2022年广东省5岁以下儿童意外死亡流行分析

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中国儿童保健杂志 2024年第2期32卷 218-222页

作者：哈林娜徐昊立暨南大学基础医学与公共卫生学院广东广州510632 广东省妇幼保健院保健部广东广州510632

目的了解2018—2022年广东省5岁以下儿童意外死亡的主要死因及其流行病学分布情况,为制订进一步的预防措施和干预方法提供理论依据。方法以广东省2018—2022年死亡的5岁以下儿童为研究对象,将ICD10中S00-T98和V01-Y98系列疾病作为分... 详细信息

目的了解2018—2022年广东省5岁以下儿童意外死亡的主要死因及其流行病学分布情况,为制订进一步的预防措施和干预方法提供理论依据。方法以广东省2018—2022年死亡的5岁以下儿童为研究对象,将ICD10中S00-T98和V01-Y98系列疾病作为分类标准筛选出其中意外原因导致死亡的个案,计算相关的率、构成比等,分析儿童意外死亡原因及三间分布。结果 2018—2022年广东省总死亡率为2.94‰,死亡人数21 329人,其中意外死亡人数3 819人(0.53‰),男女性别比为1.29∶1,不同年龄组间意外伤害的性别构成差异有统计学意义(χ^(2)=16.38,P<0.01)。意外死亡原因前三位为意外窒息(1 590/3 819)、溺水(926/3 819)和交通意外(527/3 819)。各年龄段男童意外死亡率均高于女童,差异无统计学意义(χ^(2)=13.68,P=0.19),不同意外死因儿童的年龄组差异有统计学意义(χ^(2)=1 723.28,P<0.01),死前救治情况差异有统计学意义(χ^(2)=174.31,P<0.01)。结论广东省5岁以下儿童死亡的主要原因为意外窒息、溺水。应分年龄采取不同的预防措施提高儿童及家长的意外伤害识别防范意识,降低5岁以下儿童意外死亡率。

关键词： 5岁以下儿童意外死亡意外伤害

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High Na-ion conductivity andmechanical integrity of anion-exchanged polymeric hydrogel electrolytes for flexible sodium ion hybrid energy storage

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SusMat 2024年第1期4卷 140-153页

作者： JungWoo Hong harpalsinh H.Rana Jeong Hee Park Jun Su Kim sang Joon Lee Gun Jang Tae Hoon Kang Kang Ho Shin sang ha Baek Wooseok Yang Kwang Ho Kim Ju-Hyuk Lee Ho Seok Park School of Chemical Engineering Sungkyunkwan UniversitySuwonRepublic of Korea Clean Energy Research Center Korea Institute of Science and Technology(KIST)SeoulRepublic of Korea KIST-SKKU Carbon-Neutral Research Center Sungkyunkwan University(SKKU)SuwonRepublic of Korea SKKU Institute of Energy Science and Technology(SIEST) Sungkyunkwan UniversitySuwonRepublic of Korea COSMOS LAB/92 Jomaru-ro 385beon-gilBucheon-siRepublic of Korea SKKU Advanced Institute of Nano Technology(saINT) Sungkyunkwan UniversitySuwonRepublic of Korea Department of Health Sciences and Technology Samsung Advanced Institute for Health Sciences and Technology(SAIHST)Sungkyunkwan UniversitySuwonRepublic of Korea

The polymeric gel electrolytes are attractive owing to their higher ionic conductivities than those of dry polymer electrolytes and lowered water activity for enlarged potential ***,the ionic conductivity and mechanical strength of the Na-ion conducting polymeric gel electrolytes are limited by below 20 mS cm−1 and 2.2 ***,we demonstrate Na-ion conducting and flexible polymeric hydrogel electrolytes of the chemically coupled poly(diallyldimethylammonium chloride)-dextrin-N,N′-methylene-bisacrylamide film immersed in NaClO_(4) solution(ex-DDA-Dex+NaClO_(4))for flexible sodium-ion hybrid capacitors(f-NIHC).In particular,the anion exchange reaction and synergistic interaction of ex-DDA-Dex with the optimum ClO_(4)−enable to greatly improve the ionic conductivity up to 27.63 mS cm−1 at 25◦C and electrochemical stability window up to 2.6 V,whereas the double networking structure leads to achieve both the mechanical strength(7.48 MPa)and softness of hydrogel ***,the f-NIHCs with the ex-DDA-Dex+NaClO_(4) achieved high specific and high-rate capacities of 192.04 F g^(−1)at 500 mA g^(−1)and 116.06 F g^(−1)at 10000 mA g^(−1),respectively,delivering a large energy density of 120.03Wh kg^(−1)at 906Wkg^(−1)and long cyclability of 70%over 500 cycles as well as demonstrating functional operation under mechanical stresses.

关键词： anion exchange chemistry flexible energy storage hybrid energy storage hydrogel electrolytes renewable electrolytes sodium storage

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从《沈阳百咏》探析光绪初年盛京城人居文化景观

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风景园林 2024年第6期31卷 133-139页

作者：谢淼伊娜王飒沈阳建筑大学建筑与规划学院沈阳建筑大学辽宁省区域建筑学与寒地人居科学重点实验室

【目的】从人居环境学的角度,探究在清末外部变化影响下仍是帝国陪都的盛京城内文化景观和城市空间变化,以填补盛京城清末文化景观研究的不足。【方法】以《沈阳百咏》为依据,运用文本挖掘语义分析、时间地理学分析、历史地理空间分析... 详细信息

【目的】从人居环境学的角度,探究在清末外部变化影响下仍是帝国陪都的盛京城内文化景观和城市空间变化,以填补盛京城清末文化景观研究的不足。【方法】以《沈阳百咏》为依据,运用文本挖掘语义分析、时间地理学分析、历史地理空间分析量化光绪初年盛京城人居文化景观类型和时空信息,探讨文化景观的分布规律,并通过对比清朝前、中、末期城市空间,总结光绪初年盛京城的风貌特点。【结果】将盛京城人居文化景观归纳为“游憩玩赏”“盛京旧制”“市井生活”“信俗集会”4个一级分类及15个二级分类,发现文化景观类型与季节农时有强关联,不同文化景观在地理空间分布上有显著差异,整体上集中于关厢地带,城北景观密度高于城南。通过将《沈阳百咏》中城市空间与清前、中期城市空间对比发现,光绪初年盛京城已成为有满族特色的地方中心性城市。【结论】对《沈阳百咏》的深入挖掘填补了清末盛京城文化景观研究的缺环,为清代盛京城研究提供新思路,同时也为后续通过诗文分析盛京城文化景观格局提供了参考。

关键词：文化景观人居环境学诗词文本挖掘时空结构清代盛京城

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Solitary Osteogenic Exostosis of the Femur Revealed by Recurring Acute Distal Thigh Pain: About a Case

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Open Journal of Pediatrics 2024年第4期14卷 719-726页

作者： Thierno saïdou Barry Mohamed Lamine sadou sacko Balla Keita Sory Sidimé Moussa Condé Daniel Agbo-Panzo Pediatric Surgery Department Donka National Hospital (HND) of the University Hospital of Conakry Gamal Abdel Nasser University of Conakry (UGANC) of Guinea Conakry Guinea Orthopedic and Trauma Surgery Department Donka National Hospital (HND) of the Conakry University Hospital Conakry Guinea

Introduction: Solitary exostoses are the most common benign tumors of the fertile metaphyses of the long bones of children. Their radiological diagnosis of metaphyseal bone growth must be confirmed on pathological examination. These tumors can remain asymptomatic for a long time and reveal themselves during a particularly vascular complication. The objective of this study was to describe the epidemiological, diagnostic, therapeutic and evolutionary aspects of these tumors. Patient and Observation: We report the case of a 15-year-old adolescent girl, with no particular pathological history, received in the pediatric surgery department of the Donka National Hospital (HND) of the Conakry University Hospital for recurrent acute painful swelling of the lower third of the left thigh in an afebrile context accompanied by lameness and stopping school for a few days (2 - 3 days). The symptoms appear to have evolved over the past 3 years and after physical activities. It regresses with rest, analgesics and non-steroidal anti-inflammatory drugs. The notion of trauma and sickle cell disease was not reported in the patient's clinical history. It is the persistence of the symptomatology which motivates the said consultation. On palpation, a small hard mass is noted at the expense of the internal metaphysis of the left distal femur. Deep palpation of this area causes a tingling sensation and during rapid mobilization of the knee. The remainder of the orthopedic examination was unremarkable. Standard x-ray of the femur shows a bony growth with a pointed tip from the distal metaphysis of the left femur. On surgical exploration, we noted a wedge-shaped exostosis oriented towards the vastus medialis muscle. Histological examination of the surgical specimen confirms osteogenic exostosis. There is no recurrence after 2 years. Conclusion: The distal femoral metaphysis is the most common location of solitary osteochondromas in children. Their definitive diagnosis requires the histology of

关键词： Osteogenic Exostosis Osteochondromas Fertile Long Bone Metaphyses Child

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Local Criteria Used by Farmers to Evaluate the Agronomic Performance and the Fertilizing Capacity of Cowpea Varieties: Diversity, Variability and Proximal Relation with Agronomic Measurements in Contrasted sahelian Locations

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Agricultural Sciences 2024年第1期15卷 114-131页

作者： Nouhou salifou Jangorzo Abdoul-Aziz saïdou Abou-Soufianou sadda Abdoulaye Moussa Mamoudou hassane Bil-Assanou Issoufou Département des Sciences du Sol et Télédétection Université Dan Dicko Dankoulodo de Maradi Maradi Niger. Unité Mixte de Recherche “Diversité et Adaptation des Plantes” (UMR DAP) Université Dan Dicko Dankoulodo de Maradi Maradi Niger Centre Imaan de Support en Recherche Transdisciplinaire (Imaan Research) Niamey Niger Institut de Recherche pour le Développement Niamey Niger Université Boubacar BA de Tillabéri Tillabéri Niger Département des Sciences et Techniques de Productions Végétales Université Dan Dicko Dankoulodo de Maradi Maradi Niger

When contributing to participatory research, farmers usually appreciate the performance of cowpea varieties using qualitative scores. The score they attribute to each variety are based on local knowledge. The specific criteria they individually use to attribute a score are not well described. The objectives of this work were to: 1) identify and describe exhaustively the local criteria used by farmers to measure the agronomic performance of cowpea;2) assess the variability and statistical structure of these farmer criteria across local contexts;3) and analyze the association between these farmer criteria and the classical agronomic measurement. To achieve these objectives, an augmented block design was implemented across fifteen locations in the regions of Maradi, Dosso and Tillabéri, representing a diversity of local contexts. From a set of 36 cowpea varieties, fifteen varieties were sown per location, including five varieties (controls) common to all locations. In each location, two replicates were sown in randomized Fisher’s blocks. After agronomic measurement and participatory evaluation (scoring of varieties by farmers), a group survey (focus group) was conducted in each location to identify the criteria considered by farmers to found their discretional scoring of varieties during the participatory evaluation. The analysis of the data identified, across locations, thirteen criteria defined by farmers to characterize the agronomic performance of cowpea. Some of these criteria were different according to location. Farmers ranked the three varieties with the best performance for each agronomical trait (Top 3 varieties). A comparison of the farmer ranking with the ranking based on agronomic measurements revealed similarity and complementary between both methods. This study highlighted the importance of considering both local and scientific knowledge in local varietal evaluations.

关键词： Agronomic Performance Participatory Research Cowpea Farmers’ Criteria

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