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1.
IEEE Trans Pattern Anal Mach Intell ; 45(11): 13666-13682, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37459269

ABSTRACT

Learning-based multi-view stereo (MVS) has by far centered around 3D convolution on cost volumes. Due to the high computation and memory consumption of 3D CNN, the resolution of output depth is often considerably limited. Different from most existing works dedicated to adaptive refinement of cost volumes, we opt to directly optimize the depth value along each camera ray, mimicking the range (depth) finding of a laser scanner. This reduces the MVS problem to ray-based depth optimization which is much more light-weight than full cost volume optimization. In particular, we propose RayMVSNet which learns sequential prediction of a 1D implicit field along each camera ray with the zero-crossing point indicating scene depth. This sequential modeling, conducted based on transformer features, essentially learns the epipolar line search in traditional multi-view stereo. We devise a multi-task learning for better optimization convergence and depth accuracy. We found the monotonicity property of the SDFs along each ray greatly benefits the depth estimation. Our method ranks top on both the DTU and the Tanks & Temples datasets over all previous learning-based methods, achieving an overall reconstruction score of 0.33 mm on DTU and an F-score of 59.48% on Tanks & Temples. It is able to produce high-quality depth estimation and point cloud reconstruction in challenging scenarios such as objects/scenes with non-textured surface, severe occlusion, and highly varying depth range. Further, we propose RayMVSNet++ to enhance contextual feature aggregation for each ray through designing an attentional gating unit to select semantically relevant neighboring rays within the local frustum around that ray. This improves the performance on datasets with more challenging examples (e.g., low-quality images caused by poor lighting conditions or motion blur). RayMVSNet++ achieves state-of-the-art performance on the ScanNet dataset. In particular, it attains an AbsRel of 0.058m and produces accurate results on the two subsets of textureless regions and large depth variation.

2.
Cell Tissue Res ; 392(2): 553-563, 2023 May.
Article in English | MEDLINE | ID: mdl-36688989

ABSTRACT

Long non-coding RNA (lncRNA) plays a key role in the regulation of calcium oxalate (CaOx) crystals-induced kidney stone formation and deposition. The purpose of this study is to study the effect of lncRNA LINC01197 on CaOx-induced kidney stone formation and the underlying mechanism. Crystal cell adhesion in HK-2 cells was evaluated by analyzing Ca2+ concentration. Apoptosis was detected by flow cytometry. The RT-qPCR and western blot were used to detect the mRNA and protein expression. Patients with kidneys stones showed down-regulated LINC01197 and SIRT3 expression, and up-regulated miR-516b-5p expression. LINC01197 knockdown promoted CaOx-induced cell adherence and cell apoptosis, increased Bax, decreased Bcl-2 expression. Luciferase reporter assay showed that SIRT3 expression was promoted by LINC01197 competing binds to miR-516b-5p. In addition, LINC01197 expression was promoted by SIRT3/FOXO1 overexpression, and could be reversed by FOXO1 knockdown. In conclusion, the present study revealed that lncRNA LINC01197 inhibited CaOx-induced kidney stones formation by regulating the miR-516b-5p/SIRT3/FOXO1 signaling pathway.


Subject(s)
Kidney Calculi , MicroRNAs , RNA, Long Noncoding , Sirtuin 3 , Humans , Calcium Oxalate/metabolism , RNA, Long Noncoding/genetics , MicroRNAs/genetics , MicroRNAs/metabolism , Sirtuin 3/genetics , Sirtuin 3/metabolism , Signal Transduction , Kidney Calculi/genetics , Kidney Calculi/metabolism , Apoptosis/genetics , Cell Proliferation/genetics , Forkhead Box Protein O1/genetics , Forkhead Box Protein O1/metabolism
3.
IEEE Trans Pattern Anal Mach Intell ; 45(4): 4882-4896, 2023 Apr.
Article in English | MEDLINE | ID: mdl-35763472

ABSTRACT

3D symmetry detection is a fundamental problem in computer vision and graphics. Most prior works detect symmetry when the object model is fully known, few studies symmetry detection on objects with partial observation, such as single RGB-D images. Recent work addresses the problem of detecting symmetries from incomplete data with a deep neural network by leveraging the dense and accurate symmetry annotations. However, due to the tedious labeling process, full symmetry annotations are not always practically available. In this work, we present a 3D symmetry detection approach to detect symmetry from single-view RGB-D images without using symmetry supervision. The key idea is to train the network in a weakly-supervised learning manner to complete the shape based on the predicted symmetry such that the completed shape be similar to existing plausible shapes. To achieve this, we first propose a discriminative variational autoencoder to learn the shape prior in order to determine whether a 3D shape is plausible or not. Based on the learned shape prior, a symmetry detection network is present to predict symmetries that produce shapes with high shape plausibility when completed based on those symmetries. Moreover, to facilitate end-to-end network training and multiple symmetry detection, we introduce a new symmetry parametrization for the learning-based symmetry estimation of both reflectional and rotational symmetry. The proposed approach, coupled symmetry detection with shape completion, essentially learns the symmetry-aware shape prior, facilitating more accurate and robust symmetry detection. Experiments demonstrate that the proposed method is capable of detecting reflectional and rotational symmetries accurately, and shows good generality in challenging scenarios, such as objects with heavy occlusion and scanning noise. Moreover, it achieves state-of-the-art performance, improving the F1-score over the existing supervised learning method by 2%-11% on the ShapeNet and ScanNet datasets.

4.
Front Endocrinol (Lausanne) ; 13: 1065520, 2022.
Article in English | MEDLINE | ID: mdl-36531468

ABSTRACT

Objective: To determine whether the visceral adiposity index (VAI) was linked to the risk of kidney stones (KS) in the representative U.S. adults. Methods: We investigated 59842 participants who joined the 2007-2018 National Health and Nutrition Examination Survey. The association between the visceral adiposity index (VAI) and KS was identified by logistic regression analysis. Meanwhile, the subgroup analysis as well as the calculation of dose-response curves were also utilized to identify sensitive groups. Results: Data from 29384 participants were available, including 2781 self-reported ever experiencing KS diseases. Overall, the VAI was 0.74 (0.70, 0.78) in the KS group, while 0.55 (0.52, 0.57) in the control group. After adjusting for confounders, the prevalence of KS increased by 13% for each unit of VAI increment (OR = 1.13, 95% CI: 1.08, 1.19). Moreover, a linear relationship was found between the VAI and the prevalence of KS. By subgroup analysis, we found that a positive correlation between VAI and the risk of KS both in male (OR=1.14, 95%CI:1.07, 1.22) and female (OR=1.14, 95%CI:1.05, 1.24), White (OR=1.20, 95%CI:1.11, 1.28) and other race, all aged subgroups, nonhypertensive (OR=1.06, 95%CI:1.08, 1.25) and nondiabetic subgroups (OR=1.14, 95%CI:1.07, 1.21). Conclusions: Elevated VAI was strongly associated with KS in representative U.S. adults, which may be a promising indicator for the risk of kidney stones.


Subject(s)
Adiposity , Kidney Calculi , Adult , Male , Female , Humans , Aged , Adiposity/physiology , Intra-Abdominal Fat , Nutrition Surveys , Obesity, Abdominal/complications , Obesity, Abdominal/epidemiology , Kidney Calculi/etiology , Kidney Calculi/complications
5.
Front Endocrinol (Lausanne) ; 13: 1032323, 2022.
Article in English | MEDLINE | ID: mdl-36277687

ABSTRACT

Objectives: We aimed to evaluate the relationship between the proportion of Android to Gynoid ratio and the incidence of kidney stones among US adults. Methods: Participants aged 20-59 years from the 2011-2018 National Health and Nutrition Examination Survey (NHANES) database were selected to assess the association between Android to Gynoid ratio and kidney stone prevalence using logistic regression analysis, subgroup analysis and calculation of dose-response curves. Results: This study ultimately included 10858 participants, of whom 859 self-reported a history of kidney stones. And after adjusting for all confounders, an increased Android to Gynoid ratio was associated with an increased prevalence of kidney stones (OR=2.75, 95% CI:1.62-4.88). And subgroup analysis showed an increased prevalence of kidney stones in women (OR=3.55, 95% CI: 1.54-8.22), non-diabetic (OR=2.59, 95% CI: 1.45-4.60), 60 > age ≥ 40 years (OR=3.51, 95% CI: 1.83-6.71), Mexican-American (OR=4.35, 95% CI: 1.40- 13.53) and white (OR=3.86, 95% CI: 1.82-8.18) groups, there was a significant positive association between A/G ratio and kidney stones. In contrast, in the hypertensive subgroup, the A/G ratio was associated with kidney stones in all groups. Conclusions: Higher Android to Gynoid ratio is associated with a high prevalence of kidney stone disease.


Subject(s)
Body Fat Distribution , Kidney Calculi , Adult , Female , Humans , Nutrition Surveys , Kidney Calculi/epidemiology , Kidney Calculi/etiology , Prevalence , Incidence
6.
Zhonghua Nan Ke Xue ; 27(2): 129-133, 2021 Feb.
Article in Chinese | MEDLINE | ID: mdl-34914328

ABSTRACT

OBJECTIVE: To evaluate the effect of real-time transrectal ultrasound-guided seminal vesiculoscopy (TRUS-SVS) in the treatment of azoospermia secondary to ejaculatory duct obstruction. METHODS: This retrospective study included 40 cases of azoospermia secondary to bilateral ejaculatory ducts obstruction treated by TRUS-SVS from June 2016 to June 2018 after failure to enter the vesiculoscope through the ejaculatory duct or prostatic utricle. We analyzed the success rate of surgery, operation time, postoperative complications, treatment results, and application value of TRUS-SVS. RESULTS: Real-time TRUS-SVS was successfully performed in 36 (90.0%) of the cases, 33 through bilateral and the other 3 through unilateral seminal vesicle, with a mean operation time of (32.8 ± 16.6) min. Thirty-seven of the cases were followed up for 6-15 (mean 9.3) months, of which sperm were found in 31 at 1-3 months and in 25 at 3-12 months, and pregnancies achieved in 9 cases within 12 months after surgery. No serious complications as retrograde ejaculation, urinary incontinence and rectal injury were observed postoperatively, except 2 cases of epididymitis and 2 cases of hematuria, which were all cured. CONCLUSIONS: For the patients who failed in seminal vesiculoscopy through the ejaculatory duct or prostatic utricle, real-time TRUS-SVS is a recommended procedure with the advantages of a high success rate, less damage to the prostate and rectum, and benefit to the improvement of semen quality.


Subject(s)
Azoospermia , Ejaculatory Ducts , Azoospermia/diagnostic imaging , Azoospermia/etiology , Azoospermia/surgery , Ejaculatory Ducts/diagnostic imaging , Ejaculatory Ducts/surgery , Humans , Male , Retrospective Studies , Semen Analysis , Ultrasonography, Interventional
7.
J Nanosci Nanotechnol ; 20(3): 1504-1510, 2020 03 01.
Article in English | MEDLINE | ID: mdl-31492313

ABSTRACT

This research has been accomplished using the advanced selective laser melting (SLM) technique as well as HIP post-treatment in order to improve mechanical properties and biocompatibility of Mg- Ca-Sr alloy. Through this research it becomes clearly noticeable that the Mg-1.5Ca-xSr (x = 0.6, 2.1, 2.5) alloys with Sr exhibited better mechanical properties and corrosion potentials. This is more particular with the Mg-1.5Ca-2.5Sr alloy after HIP post-treatment allowing it to provide a desired combination of degradation and mechanical behavior for orthopedic fracture fixation during a desired treatment period. In vivo trials, there was a clear indication and exhibition that this Mg-1.5Ca-2.5Sr alloy screw can completely dissolve in miniature pig's body which leads to an acceleration in growth of bone tissues. Mg-Ca-Sr alloy proved potential candidate for use in orthopedic fixation devices through Our results concluded that Mg-Ca-Sr alloy are potential candidate for use in orthopedic fixation devices through mechanical strength and biocompatibility evaluations (in vitro or In vivo).


Subject(s)
Absorbable Implants , Alloys , Bone Screws , Corrosion , Materials Testing
8.
Small ; 15(43): e1902744, 2019 Oct.
Article in English | MEDLINE | ID: mdl-31532897

ABSTRACT

Efficient charge separation and sufficiently exposed active sites are important for light-driving Fenton catalysts. 0D/2D hybrids, especially quantum dots (QDs)/nanosheets (NSs), offer a better opportunity for improving photo-Fenton activity due to their high charge mobility and more catalytic sites, which is highly desirable but remains a great challenge. Herein, a 0D hematite quantum dots/2D ultrathin g-C3 N4 nanosheets hybrid (Fe2 O3 QDs/g-C3 N4 NS) is developed via a facile chemical reaction and subsequent low-temperature calcination. As expected, the specially designed 0D/2D structure shows remarkable catalytic performance toward the removal of p-nitrophenol. By virtue of large surface area, adequate active sites, and strong interfacial coupling, the 0D Fe2 O3 QDs/2D g-C3 N4 nanosheets establish efficient charge transport paths by local in-plane carbon species, expediting the separation and transfer of electron/hole pairs. Simultaneously, highly efficient charge mobility can lead to continuous and fast Fe(III)/Fe(II) conversion, promoting a cooperative effect between the photocatalysis and chemical activation of H2 O2 . The developed carbon-intercalated 0D/2D hybrid provides a new insight in developing heterogeneous catalysis for a large variety of photoelectronic applications, not limited in photo-Fenton catalysis.

9.
Zhonghua Nan Ke Xue ; 25(7): 626-631, 2019 Jul.
Article in Chinese | MEDLINE | ID: mdl-32223104

ABSTRACT

OBJECTIVE: To investigate the clinical therapeutic effects of sacral nerve magnetic stimulation (SNMS) combined with extracorporeal shockwave (ECSW) in the treatment of type-ⅢB chronic prostatitis. METHODS: This study included 65 cases of type-ⅢB chronic prostatitis treated in Renji Hospital between March 2017 and August 2018. The patients were aged 34.56 + 7.47 years and had an average disease course of 12.95 + 10.73 months. We randomly assigned the patients to an experimental (n = 33) and a control group (n = 32) to be treated by SNMS+ECSW and biofeedback combined with electrical stimulation, respectively, qd alt, 40 minutes once, for a total of 24 times. Before and after 4 and 8 weeks of treatment, we obtained the NIH-CPSI scores, maximum urinary flow rate (Qmax), average urinary flow rate (Qavg), Self-Rating Depression Scale (SDS) scores and Self-Rating Anxiety Scale (SAS) scores of the patients, recorded their adverse reactions and compared the clinical therapeutic effects between the two groups of patients. RESULTS: After treatment, the experimental group showed significant improvement in the pain score, urination score, quality of life (QOL) score and NIH-CPSI total scores in comparison with the baseline (P < 0.05), even more significant after 8 than after 4 weeks of treatment (P < 0.05), and in all the indexes as compared with the control group (P < 0.05). Qmax and Qavg were remarkably improved at 8 weeks (P < 0.05) and so were SDS and SAS scores at 4 and 8 weeks (P < 0.05), even more significantly in the experimental than in the control group (P < 0.05). Among the 33 patients in the experimental group, 25 (75.8%) responded (14 [42.4%] cured or with excellent effect), with a significantly higher effectiveness rate than the control group (7[46.9%], P < 0.01). No obvious adverse events were observed in any of the patients during the treatment. CONCLUSIONS: SNMS+ECSW can effectively improve the clinical symptoms and QOL of the patients with type-ⅢB chronic prostatitis, without causing obvious adverse reactions. Its long-term therapeutic effect, however, remains to be further studied.


Subject(s)
Extracorporeal Shockwave Therapy , Magnetic Field Therapy , Prostatitis/therapy , Adult , Chronic Disease , High-Energy Shock Waves , Humans , Male , Quality of Life
10.
Nanoscale Adv ; 1(10): 3973-3979, 2019 Oct 09.
Article in English | MEDLINE | ID: mdl-36132114

ABSTRACT

van der Waals layered two-dimensional (2D) metal dichalcogenides, such as SnS2, have garnered great interest owing to their new physics in the ultrathin limit, and become potential candidates for the next-generation electronics and/or optoelectronics fields. Herein, we report high-performance UV photodetectors established on high quality SnS2 flakes and address the relatively lower photodetection capability of the thinner flakes via a compatible gate-controlling strategy. SnS2 flakes with different thicknesses were mechanically exfoliated from CVT-grown high-quality 2H-SnS2 single crystals. The photodetectors fabricated using SnS2 flakes reveal a desired response performance (R λ ≈ 112 A W-1, EQE ≈ 3.7 × 104%, and D* ≈ 1.18 × 1011 Jones) under UV light with a very low power density (0.2 mW cm-2 @ 365 nm). Specifically, SnS2 flakes present a positive thickness-dependent photodetection behavior caused by the enhanced light absorption capacity of thicker samples. Fortunately, the responsivity of thin SnS2 flakes (e.g. ∼15 nm) could be indeed enhanced to ∼140 A W-1 under a gate bias of +20 V, reaching the performance level of thicker samples without gate bias (e.g. ∼144 A W-1 for a ∼60 nm flake). Our results offer an efficient way to choose 2D crystals with controllable thicknesses as optimal candidates for desirable optoelectronic devices.

11.
J Cell Physiol ; 234(7): 11463-11473, 2019 07.
Article in English | MEDLINE | ID: mdl-30588609

ABSTRACT

This study aims to verify whether the inhibitory effect of Sirtuin 3 (SIRT3) on the formation of renal calcium oxalate crystals was mediated through promoting macrophages (Mϕs) polarization. Identification and quantification of M1 and M2 monocytes were performed using fluorescence-activated cell sorting analysis. SIRT3 protein level and forkhead box O1 (FOXO1) acetylation level were measured using western blot analysis. Cell apoptosis of HK-2 was detected by flow cytometry. Mouse kidney tissues were subjected to Von Kossa staining, terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL) staining, and immunohistochemical staining for detection of kidney crystals deposition, apoptosis, and expression of crystal-related molecules, respectively. The results showed that human peripheral blood monocytes from patients with kidney stone (KS) exhibited decreased M2 monocytes percentage and SIRT3 expression, whereas increased FOXO1 acetylation compared with the normal controls. In vitro assay revealed that SIRT3 overexpression in bone marrow-derived M0/M1/M2 Mϕs induced M2 polarization and decreased FOXO1 acetylation. Furthermore, FOXO1 knockdown reversed SIRT3-mediated induction of M2 polarization and inhibition of HK-2 (human proximal tubular cell line) apoptosis. Further in vivo experiments demonstrated that SIRT3-overexpressing Mϕs transfusion not only induced M2 polarization, but also alleviated inflammation, apoptosis, and crystals deposition in glyoxylate-induced KS mice. In conclusion, SIRT3 suppresses formation of renal calcium oxalate crystals through promoting M2 polarization via deacetylating FOXO1.


Subject(s)
Calcium Oxalate/chemistry , Kidney Calculi/metabolism , Macrophages/physiology , Sirtuin 3/metabolism , Animals , Calcium Oxalate/metabolism , Cell Line , Coculture Techniques , Cytokines/genetics , Cytokines/metabolism , Forkhead Box Protein O1/genetics , Forkhead Box Protein O1/metabolism , Gene Expression Regulation/drug effects , Glyoxylates/toxicity , Humans , Kidney Calculi/chemistry , Macrophages/transplantation , Male , Mice , Mice, Inbred C57BL , Random Allocation , Sirtuin 3/genetics
12.
J Cell Biochem ; 120(5): 8259-8271, 2019 May.
Article in English | MEDLINE | ID: mdl-30548662

ABSTRACT

Oxidative stress is important for the calcium oxalate (CaOx)-induced kidney stone formation. Sirtuin 3 (SIRT3) plays an essential role in the amelioration of oxidative damages. This study aims to explore the effect of SIRT3 on the formation of CaOx-induced kidney stones and the underlying mechanism. SIRT3 expression in renal tissues was detected by immunohistochemistry. Apoptosis in renal tissues was examined by TUNEL staining. Crystal-cell adherence and cell apoptosis in HK-2 cells were assessed by analyzing Ca2+ concentration and by the flow cytometry analysis, respectively. Protein expression of SIRT3, nuclear factor erythroid 2-related factor (NRF2), heme oxygenase-1 (HO-1), and Bax in renal tissues or HK-2 cells was examined by Western blot analysis. Renal pathological changes and the adhesion of CaOx crystals in the kidneys were examined by hematoxylin-eosin and von Kossa staining, respectively. Human kidneys with stones showed enhanced renal apoptosis, downregulated SIRT3 expression, and upregulated NRF2/HO-1 expression, compared with the controls. Furthermore, SIRT3 overexpression inhibited the CaOx-induced promotion of crystal-cell adherence and cell apoptosis in human proximal tubular cell line HK-2 cells, which was reversed by the NRF2 knockdown. Moreover, our in vivo assay further confirmed that SIRT3 overexpression alleviated the glyoxylate administration-induced renal damage, renal apoptosis, and crystals deposition in the kidneys from the stone model mice, which was also associated with its activation of the NRF2/HO-1 pathway. Our findings support the notion that overexpression of SIRT3 may inhibit the formation of CaOx-induced kidney stones, at least in part, through regulating the NRF2/HO-1 signaling pathway.

13.
Oncol Lett ; 9(6): 2809-2814, 2015 Jun.
Article in English | MEDLINE | ID: mdl-26137152

ABSTRACT

The present study aimed to examine the relationship between mammalian target of rapamycin (mTOR) and glucose transporter 3 (Glut3) in the process of mTOR-mediated oncogenic glycolysis and tumorigenesis. Western blot analysis and quantitative polymerase chain reaction were used to compare the expression of Glut3 in mouse embryonic fibroblasts (MEFs) null for tuberous sclerosis complex 2 (Tsc2-/-) and control Tsc2+/+ MEFs. In addition, the glycolytic rate was tested following siRNA-mediated knockdown of Glut3 in Tsc2-/- cells. To determine whether Glut3 depletion affects the ability of cells to form tumors in vivo. Tsc2-/- MEFs infected shGlut3 and shControl were injected into nude mice subcutaneously. The present study demonstrated that the expression of Glut3 is controlled by mTOR in Tsc2-/- cells and that downregulation of Glut3 reduced the glycolytic rate in Tsc2-/- cells. cells. Further studies in nude mice demonstrated that reduced Glut3 expression levels reduced the tumorigenetic effect in cells with hyperactive mTOR complex 1 (mTORC1). The present study indicates for the first time that Glut3 is a downstream target of mTORC1 and that Glut3 is critical in mTORC1-associated tumorigenesis. Therefore, Glut3 is a potential target for the treatment of diseases associated with dysregulated mTORC1 signaling.

14.
Mol Clin Oncol ; 3(2): 387-391, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25798272

ABSTRACT

Pituitary tumor-transforming gene-1 (PTTG1) is a recently identified oncogene involved in the progression of malignant tumors; however, the expression level of PTTG1 in clear cell renal cell carcinoma (ccRCC) and its potential value as a novel prognostic marker for ccRCC remains unclear. In this study, PTTG1 mRNA and protein levels were assessed in 44 paired ccRCC tissues and adjacent normal tissues by quantitative polymerase chain reaction (qPCR) and immunohistochemistry, respectively. Further immunohistochemical analysis was implemented in 192 samples of ccRCC to evaluate the associations between PTTG1 levels and the clinical characteristics in ccRCC. Reverse transcription qPCR and immunohistochemical analysis demonstrated that the PTTG1 mRNA and protein levels were significantly higher in ccRCC compared to normal tissues. In addition, the PTTG1 protein level in 192 ccRCC samples was found to be significantly correlated with T stage, N classification, metastasis, recurrence and Fuhrman grade, whereas it was not associated with age and gender. Patients with low PTTG1 levels exhibited a better survival outcome compared to those with a higher PTTG1 level. PTTG1 expression and N stage were identified as independent prognostic factors for the overall survival of ccRCC patients. The results suggested that the overexpression of PTTG1 indicates a poor prognosis in ccRCC patients and, therefore, PTTG1 may serve as a novel prognostic marker for ccRCC.

15.
Sci Rep ; 5: 8624, 2015 Feb 27.
Article in English | MEDLINE | ID: mdl-25720545

ABSTRACT

The nano-Bi2WO6/reduced graphene oxide composite obtained by a simple hydrothermal reaction demonstrates a larger specific capacitance of 922 F/g at a charge and discharge currents of 3 A/g with longer cycle life. The As comparison, pristine Bi2WO6 nanoparticles have poor specific capacitance of 574 F/g at a charge and discharge currents of 2 A/g with weak cycle life. Though analyzing the Cyclic voltammetry curves, it is found that there are two oxidation reaction occurring in the materials: oxidation of Bi (III) to Bi (IV) and Bi (III) to Bi (V). The oxidation of Bi (III) to Bi (IV) is reversible while Bi (III) to Bi (V) will cause nonreversible destroy on structure. In this nano-Bi2WO6/reduced graphene oxide composite, graphene with well conductivity will enhance the electrically conducting as charge transfer channel, so that electrons will be transfer much faster in oxidation and most Bi (III) is oxidized to be Bi (IV) which ensure larger specific capacitance and long cycle life. This nano-Bi2WO6/reduced graphene oxide composite has application prospect in high-performance pseudo-capacitors.

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