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SinGRAV: Learning a Generative Radiance Volume from a Single Natural Scene

Journal of Computer Science & Technology 2024年第2期39卷 305-319页

作者：王玉洁陈学霖陈宝权 School of Computer Science and Technology Shandong UniversityQingdao 266237China State Key Laboratory of General Artificial Intelligence Beijing 100871China School of Intelligence Science and Technology Peking UniversityBeijing 100871China Tencent AI Lab Tencent Holdings LimitedShenzhen 518057China

We present SinGRAV, an attempt to learn a generative radiance volume from multi-view observations of a single natural scene, in stark contrast to existing category-level 3D generative models that learn from images of many object-centric scenes. Inspired by SinGAN, we also learn the internal distribution of the input scene, which necessitates our key designs w.r.t. the scene representation and network architecture. Unlike popular multi-layer perceptrons (MLP)-based architectures, we particularly employ convolutional generators and discriminators, which inherently possess spatial locality bias, to operate over voxelized volumes for learning the internal distribution over a plethora of overlapping regions. On the other hand, localizing the adversarial generators and discriminators over confined areas with limited receptive fields easily leads to highly implausible geometric structures in the spatial. Our remedy is to use spatial inductive bias and joint discrimination on geometric clues in the form of 2D depth maps. This strategy is effective in improving spatial arrangement while incurring negligible additional computational cost. Experimental results demonstrate the ability of SinGRAV in generating plausible and diverse variations from a single scene, the merits of SinGRAV over state-of-the-art generative neural scene models, and the versatility of SinGRAV by its use in a variety of applications. Code and data will be released to facilitate further research.

关键词： generative model neural radiance field 3D scene generation

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Predicting depression in patients with heart failure based on a stacking model

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World Journal of Clinical Cases 2024年第21期12卷 4661-4672页

作者： Hui Jiang Rui Hu yu-jie wang Xiang Xie Department of Ultrasound The Second Affiliated Hospital of Anhui Medical UniversityHefei 230601Anhui ProvinceChina Department of Obstetrics and Gynecology The First Affiliated Hospital of Anhui Medical UniversityHefei 230022Anhui ProvinceChina Department of Ultrasound Diagnosis The Second Affiliated Hospital of Anhui Medical UniversityHefei 230601Anhui ProvinceChina

BACKGROUND There is a lack of literature discussing the utilization of the stacking ensemble algorithm for predicting depression in patients with heart failure(HF).AIM To create a stacking model for predicting depression in patients with *** This study analyzed data on 1084 HF patients from the National Health and Nutrition Examination Survey database spanning from 2005 to *** univariate analysis and the use of an artificial neural network algorithm,predictors significantly linked to depression were *** predictors were utilized to create a stacking model employing tree-based *** performances of both the individual models and the stacking model were assessed by using the test ***,the SHapley additive exPlanations(SHAP)model was applied to interpret the stacking *** The models included five *** these models,the stacking model demonstrated the highest performance,achieving an area under the curve of 0.77(95%CI:0.71-0.84),a sensitivity of 0.71,and a specificity of *** calibration curve supported the reliability of the models,and decision curve analysis confirmed their clinical *** SHAP plot demonstrated that age had the most significant impact on the stacking model's *** The stacking model demonstrated strong predictive *** can utilize this model to identify highrisk depression patients with HF,thus enabling early provision of psychological interventions.

关键词： National health and nutrition examination survey Depression Heart failure Stacking ensemble model Machine learning

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Cushing's syndrome caused by giant Ewing's sarcoma of the kidney:A case report and review of literature

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World Journal of Clinical Cases 2024年第23期12卷 5431-5440页

作者： Guo-Fan Dong Ya-Kun Hou Qi Ma Shuang-yu Ma yu-jie wang Mulati Rexiati Wen-Guang wang Department of Urologic Surgery The First Affiliated Hospital of Xinjiang Medical UniversityUrumqi 830000Xinjiang Uygur Autonomous RegionChina

BACKGROUND Primary renal Ewing’s sarcoma(ES)is extremely rare,and only two cases causing Cushing’s syndrome(CS)have been reported to *** report that the case of an 18-year-old patient is diagnosed primary renal ES with typical CS characterized by purple stripes,weight gain,and *** SUMMARY CS was first diagnosed by laboratory testing.A huge tumor was revealed in the kidney following an imaging ***,brain and bone metastases were *** comprehensive treatment,primarily based on surgery,primary renal ES was pathologically diagnosed with a typical EWSR1-FLI1 genetic mutation through genetic ***,the glucocorticoid level returned to *** the ninth postoperative month of follow-up,the patient was recovering ***-related symptoms had improved,and a satisfactory curative effect was *** Primary renal ES,a rare adult malignant tumor,can cause CS and a poor prognosis.

关键词： Renal Kidney Ewing's sarcoma Neuroectodermal tumors Cushing syndrome Case report

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Structural characterization,in vivo toxicity and biological activity of two new pyro-type diterpenoid alkaloids derived from 3-acetylaconitine

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Journal of Integrative Medicine 2023年第3期21卷 302-314页

作者： yu-jie wang Yan wang Pei Tao School of Ethnic Medicine Chengdu University of Traditional Chinese MedicineChengdu 611137Sichuan ProvinceChina School of Pharmacy Chengdu University of Traditional Chinese MedicineChengdu 611137Sichuan ProvinceChina

Objective:The transformations that occur in diterpenoid alkaloids during the process of sand frying for Chinese herbal medicine preparation have yet to be *** study investigated the structural changes that take place in 3-acetylaconitine during a simulation of heat-processing and evaluated the toxicity and biological activity of the pyrolysis ***:The diterpenoid alkaloid 3-acetylaconitine was heated at 180°C for 15 min to simulate the process of sand *** pyrolysis products were separated using column chromatography,and their structures were investigated using high-resolution electrospray ionization mass spectroscopy and nuclear magnetic resonance ***,in vivo cardiotoxicity and acute toxicity of 3-acetylaconitine and its pyrolysis products were compared,and the aconitine-induced arrhythmia model was employed to evaluate the antiarrhythmic effect of the pyrolysis ***:Two new diterpenoid alkaloids,pyroacetylaconitine and 16-epi-pyroacetylaconitine,a pair of epimers at C-16,were *** comparing the structures of these compounds,possible transformation pathways were *** with the prototype compound,3-acetylaconitine,the cardiotoxicity and acute toxicity of the heat-transformed products were significantly *** the biological activity assay,the two pyrolysis products exhibited an effective increase in ventricular premature beat latency,a reduction in the occurrence of ventricular tachycardia,as well as an increase in the rate of arrhythmia inhibition,implying strong antiarrhythmic ***:Compared with 3-acetylaconitine,its pyrolysis products displayed lower toxicity and good antiarrhythmic effects;thus,they have potential for being developed into antiarrhythmic medicines.

关键词： 3-Acetylaconitine Acute toxicity Antiarrhythmic agents 16-Epi-pyroacetylaconitine Pyroacetylaconitine Processing

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Deep learning characterization of rock conditions based on tunnel boring machine data

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Underground Space 2023年第5期12卷 89-101页

作者： Xu Li Min Yao Ji-dong yuan yu-jie wang Peng-yu Li Key Laboratory of Urban Underground Engineering of Ministry of Education Beijing Jiaotong UniversityBeijing 100044China School of Computer and Information Technology Beijing Jiaotong UniversityBeijing 100044China China Institute of Water Resources and Hydropower Research Beijing 100048China China Railway Engineering Equipment Group Co. Ltd.Zhengzhou 450000China

Rock condition perception based on tunnel boring machine(TBM)data is of great importance for not only ensuring tunnel boring safety but also improving construction *** prediction of TBM boring responses(i.e.,torque and total thrust of the cutterhead)largely determines the reliability of rock condition *** this paper,a new architecture of a two-dimensional convolutional neural network(2D-CNN)with a dual-input strategy is proposed to predict the TBM *** TBM Lot 3 of the Yinsong project in Jilin province,China,is taken as the case study in this *** types of models that follow different learning strategies are compared:one is defined as the point model,which only learns data of the stable phase,and the other is defined as the line model,which learns data from both the loading and stable boring *** line model is further improved by the weighted loss function *** results indicate that the strategy of learning data from both the loading phase and stable boring phase and increasing the weight of samples from the stable phase is shown to be optimal in predicting TBM boring *** terms of learning strategies,the line model can learn the influence of active control parameters on passive response parameters,but the point model *** terms of machine learning algorithms,2D-CNN has the best performance,with R2 values of 0.865 and 0.923 for torque and total thrust,*** proposed line model can overcome the problem that the traditional model failed to learn the influence of control *** a model can provide a solid base for the timely optimization of the control parameters in TBM boring process.

关键词： TBM Rock condition perception 2D-CNN Weighted loss function Line model

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Evaluation of heavy roller compaction on a large-thickness layer of subgrade with full-scale field experiments

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Journal of Zhejiang University-Science A(Applied Physics & Engineering) 2022年第11期23卷 933-944页

作者： Shu-jian wang Hong-guang JIANG Zong-bao wang yu-jie wang Yi-xin LI Xue-yu GENG Xin-yu wang Kai wang Yi-yi LIU Yan-kun GONG School of Qilu Transportation Shandong UniversityJinan 250002China Shandong Hi-Speed Engineering Test Co. Ltd.Jinan 250002China Shandong High-Speed Jiqing Middle Line Highway Co. Ltd.Weifang 261599China School of Engineering University of WarwickCoventry CV48UWUK Shandong Hi-Speed Group Co. Ltd.Jinan 250002China

Subgrade construction is frequently interrupted due to precipitation,soil shortage,and environmental ***,increasing the thickness layer is required to reduce construction costs and to allow highways to be placed into service *** paper presents a series of full-scale field experiments evaluating the compaction quality of gravel subgrade with large-thickness layers of 65 cm and 80 cm using heavy vibratory *** improved sand cone method was first proposed and calibrated to investigate the distribution of soil compaction degree across the full subgrade *** showed that dynamic soil stresses caused by the heavy vibratory rollers were 2.4–5.9 times larger than those of traditional rollers,especially at deeper depths,which were large enough to densify the soils to the full depth.A unified empirical formula was proposed to determine the vertical distribution of dynamic soil stresses caused by roller *** was demonstrated that soils were effectively compacted in a uniform fashion with respect to the full depth to 96.0%–97.2%and 94.1%–95.4%for the large-thickness layers of 65 cm and 80 cm within 6 or 7 passes,***,linear formulae were finally established between soil compaction degree and the subgrade reaction modulus,dynamic modulus of deformation,dynamic deflection,and relative difference of settlement to conveniently evaluate the compaction *** is demonstrated that increasing the thickness layer by means of heavy rollers can significantly reduce the cost and time burdens involved in construction while ensuring overall subgrade quality.

关键词： Highway subgrade Heavy vibratory roller Thickness layer Dynamic soil stress Compaction degree Compaction quality control

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n-Type Semiconductive Polymers Based on Pyrene-1,5,6,10-Tetracarboxyl Diimide

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高分子科学:英文版 2023年第10期41卷 1584-1590页

作者： Xu-Dong Bai Zi-Di yu Yao Li Tian-yu Zhang Di Zhang jie-yu wang Jian Pei Da-Hui Zhao Beijing National Laboratory for Molecular Sciences Centre of Soft Matter Science and Engineering and Key Lab of Polymer Chemistry&Physics of Ministry of EducationCollege of ChemistryPeking UniversityBeijing100871China

Donor-acceptor(D-A)conjugated polymers comprising electron-deficient aromatic dicarboximide units represent an important type of organic semiconductors,especially for electron transporting ***-1,5,6,10-tetracarboxyl diimide(PyDI),a new PAH dicarboximide molecule recently reported by us,provides a fine balance between the electron-stabilizing ability andπ-stacking tendency,as compared to the naphthalenediimide(NDI)and perylenediimide(PDI)*** this study,using thienylene-vinylene-thienylene(TVT)and biselenophene(BS)as the electron donating comonomer,along with PyDI as the acceptor moiety,we develop two new D-A type conjugated polymers,which exhibit impressive electron-transporting ***,in the solution-processed OFET devices,electron mobility of 0.18 and 0.20 cm^(2)·V^(−1)·s^(−1) are achieved with these polymers,*** findings further prove the optimal potential of PyDI for application as an electron-acceptor building block in the development of polymeric n-type semiconductors among all various high-performance functional D-A polymers.

关键词： Pyrenedimide Conjugated polymers Donor-acceptor Organic electronics

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Visible Light-Induced[3+2]Annulation Reaction of Alkenes with Vinyl Azides:Direct Synthesis of Functionalized Pyrroles

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Chinese Journal of Chemistry 2024年第2期42卷 151-156页

作者： Ming Yang Xin-yu wang jie wang yu-Long Zhao Jilin Province Key Laboratory of Organic Functional Molecular Design&Synthesis Faculty of ChemistryNortheast Normal UniversityChangchunJilin 130024China

A photocatalytic[3+2]annulation of alkenes with vinyl azides was developed under irradiation by visible light in the presence of organic dye *** substrate scope and high functional group tolerance were demonstrated by more than 50 *** reaction provides a novel and efficient method for the synthesis of polyfunctionalized pyrroles under very mild metal-free conditions without other additives.

关键词： Photocatalysis Vinyl azides Alkenes Pyrroles Annulation Radical reactions

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Hypophysitis induced by anti-programmed cell death protein 1 immunotherapy in non-small cell lung cancer:Three case reports

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World Journal of Clinical Cases 2022年第30期10卷 11049-11058页

作者： yun Zheng Chen-yu Zhu Jing Lin wang-Shan Chen yu-jie wang Hong-Ye Fu Qiong Zhao Zhejiang University School of Medicine Zhejiang UniversityHangzhou 310030Zhejiang ProvinceChina Department of Thoracic Oncology Shulan(Hangzhou)Hospital affiliated to Zhejiang Shuren University Shulan International Medical CollegeHangzhou 310000Zhejiang ProvinceChina Zhejiang Chinese Medical University Hangzhou 311402Zhejiang ProvinceChina

BACKGROUND Hypophysitis induced by programmed cell death 1 protein(PD-1)immune checkpoint inhibitors is rare and poorly *** report three patients with non-small cell lung cancer who developed hypophysitis after anti-PD-1 *** SUMMARY Both case 1 and case 2 presented with common symptoms of fatigue,nausea,and ***,case 3 showed rare acute severe symptoms such as hoarse voice,bucking,and difficulty in breathing even when *** two cycles of immunotherapy in case 3,the above severe symptoms and pituitary gland enlargement were found on magnetic resonance imaging at the onset of *** symptoms were relieved after 10 d of steroid *** 3 was the first patient with these specific symptoms,which provided a new insight into the diagnosis of *** addition,we found that the clinical prognosis of patients with hypophysitis was related to the dose of steroid *** 3 was treated with high-dose hormone therapy and her pituitary-corticotropic axis dysfunction returned to normal after more than 6 mo of steroid *** 1 and 2 were treated with the low-dose hormone,and dysfunction of the pituitary-corticotropic axis was still present after up to 7 mo of steroid *** The clinical symptoms described in this study provide a valuable reference for the diagnosis and treatment of immune-related hypophysitis.

关键词： Programmed cell death protein 1 Immunotherapy Hypophysitis Lung cancer Case reports

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Thiazole-Flanked Thiazoloisoindigo as a Monomer for Balanced Ambipolar Polymeric Field-effect Transistors

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Chinese Journal of Polymer Science 2022年第10期40卷 1131-1140,I0006页

作者： Si-yu Lv Qi-Yi Li Bo-Wen Li jie-yu wang You-Bing Mu Liang Li Jian Pei Xiao-Bo Wan Key Laboratory of Optoelectronic Chemical Materials and Devices Ministry of EducationSchool of Optoelectronic Materials&TechnologyJianghan UniversityWuhan 430056China Beijing National Laboratory for Molecular Sciences the Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of EducationCollege of Chemistry and Molecular EngineeringPeking UniversityBeijing 10087iChina School of Materials Science and Engineering Wuhan Institute of TechnologyWuhan 430205China

Electron-rich thiophene-flanked thiazoloisoindigo(Th-TzII)has been reported as a building block for ambipolar polymeric field-effect transistors however with preferable hole ***,we report that by using an electron deficient thiazole as the flanked moiety,the corresponding thiazoloisoindigo(Tz-TzII)can still be synthesized,although in a more sinuous *** calculation and experimental results demonstrate that Tz-TzII is more electron-deficient than Th-TzII,and the corresponding polymer P(TzII-Tz-T-Tz)exhibits high and balanced hole/electron mobility of 0.70/0.64 cm^(2)·V^(-1)·s^(-1).

关键词： Thiazoloisoindigo Ambipolar Polymeric field-effect transistors

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