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Enhanced Cutaneous Melanoma Segmentation in Dermoscopic Images Using a Dual U-Net Framework with Multi-Path Convolution Block Attention Module and SE-Res-Conv
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作者 Kun Lan Feiyang Gao +2 位作者 Xiaoliang Jiang Jianzhen Cheng Simon Fong 《Computers, Materials & Continua》 2025年第9期4805-4824,共20页
With the continuous development of artificial intelligence and machine learning techniques,there have been effective methods supporting the work of dermatologist in the field of skin cancer detection.However,object si... With the continuous development of artificial intelligence and machine learning techniques,there have been effective methods supporting the work of dermatologist in the field of skin cancer detection.However,object significant challenges have been presented in accurately segmenting melanomas in dermoscopic images due to the objects that could interfere human observations,such as bubbles and scales.To address these challenges,we propose a dual U-Net network framework for skin melanoma segmentation.In our proposed architecture,we introduce several innovative components that aim to enhance the performance and capabilities of the traditional U-Net.First,we establish a novel framework that links two simplified U-Nets,enabling more comprehensive information exchange and feature integration throughout the network.Second,after cascading the second U-Net,we introduce a skip connection between the decoder and encoder networks,and incorporate a modified receptive field block(MRFB),which is designed to capture multi-scale spatial information.Third,to further enhance the feature representation capabilities,we add a multi-path convolution block attention module(MCBAM)to the first two layers of the first U-Net encoding,and integrate a new squeeze-and-excitation(SE)mechanism with residual connections in the second U-Net.To illustrate the performance of our proposed model,we conducted comprehensive experiments on widely recognized skin datasets.On the ISIC-2017 dataset,the IoU value of our proposed model increased from 0.6406 to 0.6819 and the Dice coefficient increased from 0.7625 to 0.8023.On the ISIC-2018 dataset,the IoU value of proposed model also improved from 0.7138 to 0.7709,while the Dice coefficient increased from 0.8285 to 0.8665.Furthermore,the generalization experiments conducted on the jaw cyst dataset from Quzhou People’s Hospital further verified the outstanding segmentation performance of the proposed model.These findings collectively affirm the potential of our approach as a valuable tool in supporting clinical decision-making in the field of skin cancer detection,as well as advancing research in medical image analysis. 展开更多
关键词 Dual U-Net skin lesion segmentation squeeze-and-excitation modified receptive field block multi-path convolution block attention module
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Effects of stellate ganglion block anesthesia on cognition and biomarkers in patients undergoing gastrointestinal surgery
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作者 Ming-Min Yang Wei Tu Xue Yan 《World Journal of Gastrointestinal Surgery》 2025年第9期150-159,共10页
BACKGROUND Surgery is a common treatment for gastrointestinal tumors.General anesthesia(GA),while effective,can cause oxidative stress reactions and neuroinflammation,potentially leading to postoperative cognitive dys... BACKGROUND Surgery is a common treatment for gastrointestinal tumors.General anesthesia(GA),while effective,can cause oxidative stress reactions and neuroinflammation,potentially leading to postoperative cognitive dysfunction and gastrointestinal dysfunction.The stellate ganglion block(SGB)can reduce sympathetic excitability and stress responses.This study aims to investigate whether combining SGB with GA can mitigate these adverse effects in patients undergoing gastrointestinal surgery.AIM To analyze the effects of SGB plus GA on hemodynamic stability,oxidative stress,neuroinflammation,cognitive function,and gastrointestinal function in patients undergoing gastrointestinal surgery.METHODS Patients undergoing gastrointestinal surgery between October 2022 and December 2024 were divided into two groups:A single GA group and an SGB combined with GA group(40 patients each).Hemodynamics,oxidative stress response,laboratory indices,cognitive function,and gastrointestinal function were compared preoperatively and 24 hours postoperatively between the two groups.Pain levels and complications were also recorded.RESULTS Before anesthesia induction,no significant differences were found in various indexes(including hemodynamics,oxidative stress indicators,laboratory indices,cognitive function scores,and gastrointestinal function indicators)between the two groups(P>0.05).At tracheal intubation,3 minutes after,and extubation,the GA-only group had significantly higher mean arterial pressure and heart rate postoperatively than preoperatively and compared to the SGB-GA combined group(P<0.05).Twentyfour hours postoperatively,oxidative stress indicators(malondialdehyde and nitric oxide)were significantly higher and superoxide dismutase was significantly lower in the GA group than in the SGB-GA combined group(P<0.05).Cognitive function scores[Mini-Mental State Examination and Montreal Cognitive Assessment(MoCA)]and gastrointestinal function indicators(motilin)were also significantly better in the SGB-GA combined group(P<0.05).The 24-hour postoperative MoCA score was 0.98 points higher in the SGB-GA combined group.No significant differences were found in the time of first postoperative ambulation,catheter removal time,and 24-hour postoperative pain between groups(P>0.05).CONCLUSION Combining SGB with GA can maintain perioperative hemodynamic stability,reduce oxidative stress and neuroinflammatory injury,and attenuate postoperative cognitive decline and gastrointestinal dysfunction in patients undergoing gastrointestinal surgery. 展开更多
关键词 Stellate ganglion block anesthesia Gastrointestinal surgery HEMODYNaMICS Oxidative stress Cognitive function Gastrointestinal function
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Efficient open-air and as-cast processed organic solar cells enabled by optimized block and surface morphology using a low-cost terpolymer donor with enhanced dielectric constant
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作者 Zhenyu Li Xiaolei Kong +9 位作者 Jinyuan Zhang Panpan Zhang Aoxiang Li Xixi Zhang Xinrui Li Mingqi Tan Jing Li Haijun Bin Yongfang Li Chenkai Sun 《Nano Research》 2025年第12期480-488,共9页
Fabricating organic solar cells(OSCs)in open-air and room-temperature environments is essential for cost-effective roll-to-roll printing,but its performance is limited by non-ideal block and surface morphology of acti... Fabricating organic solar cells(OSCs)in open-air and room-temperature environments is essential for cost-effective roll-to-roll printing,but its performance is limited by non-ideal block and surface morphology of active layer.Herein,we demonstrate a record power conversion efficiency(PCE)of 19.72%in open-air and as-cast processed devices by using a lowcost terpolymer donor(PTQ20-5)to optimize the block and surface morphology.Compared with the counterpart PTQ10,PTQ20-5 shows increased hydrophobicity,which can better prevent the intrusion of H2O molecules in the film formation process in open-air environment,giving excellent humidity tolerance of corresponding devices.Moreover,the enhanced dielectric constant results in reduced exciton binding energy and improved charge transport of PTQ20-5,leading to improved charge separation and transfer,and suppressed carrier recombination in the devices.Besides,the PTQ20-5-based film has more appropriate block morphological features of balanced molecular self-assembly and phase separation,which simultaneously promotes the charge carrier transport and inhibits the carrier recombination at the donor/acceptor interface.This work is of great significance for promoting the industrialization of OSCs. 展开更多
关键词 organic solar cells open-air and as-cast processing low-cost polymer donors dielectric constant block and surface morphology
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Analgesic efficacy of continuous ultrasound-guided unilateral erector spinae block and thoracic epidural analgesia in patients undergoing antero-lateral thoracotomy
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作者 Anuj Jain Ashutosh Kaushal +3 位作者 Harish Kumar Sunaina T Karna Zainab Ahmad Saurabh Trivedi 《World Journal of Methodology》 2025年第4期258-267,共10页
BACKGROUND Chest physiotherapy and incentive spirometry,essential for pulmonary care,can exacerbate acute post-thoracotomy pain.Pain relief is,therefore,essential to facilitate early mobilization.This study evaluated ... BACKGROUND Chest physiotherapy and incentive spirometry,essential for pulmonary care,can exacerbate acute post-thoracotomy pain.Pain relief is,therefore,essential to facilitate early mobilization.This study evaluated the analgesic efficacy of unilateral continuous erector spinae block(ESB)compared to thoracic epidural analgesia(TEA)in terms of quality of pain relief and perioperative hemodynamic changes.AIM To compare the analgesic efficacy of continuous ultrasound-guided unilateral ESB and thoracic epidural in patients undergoing antero-lateral thoracotomy.METHODS This prospective,observational study was conducted at a tertiary care hospital of central India.Sixty-eight adult patients of either gender,posted for elective thoracic surgeries requiring one lung ventilation,were allocated to either TEA(n=34)or ESB(n=34)group,based on the attending anesthesiologist’s expertise.Continuous data were analyzed by independent t-tests,and categorical data byχ2 tests.RESULTS The proportion of patients requiring rescue opioids within 24 hours post-extubation was similar between the two group.Resting numerical rating scale scores(0 hour,6 hours,and 72 hours post-extubation)were significantly higher in the ESB group compared to the TEA group[1.70±1.03 vs 1.05±0.77(P=0.004);1.64±0.98 vs 1.2±0.88(P=0.05);3.2±1.07 vs 2.61±0.92(P=0.013)].Dynamic numerical rating scale scores and post-extubation mean arterial pressures were also higher in the ESB group.Additionally,block performance time was significantly longer in the ESB group(16.58±3.66 vs 13.84±2.88,P=0.001).CONCLUSION The two techniques provided similar opioid-sparing effects following antero-lateral thoracotomy,though TEA exhibited a superior analgesic efficacy at the expense of increased hemodynamic instability requiring vasopressor support. 展开更多
关键词 Epidural analgesia Erector spinae plane block OPIOID Pain management Postoperative pain THORaCOTOMY Ultrasonography
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Late Quaternary slip rate of the Northern Margin Fault of the Huaizhuo Basin in the North China Block and its seismological implications
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作者 Li Lu-wei Yu Zhong-yuan +4 位作者 Qiu Chun-miao Wang Wen-xuan Zhao Qian Zheng Rong-ying Yang Yan-Lin 《Applied Geophysics》 2025年第1期53-70,232,233,共20页
Although the late Quaternary slip rate of the Northern Margin Fault of the Huaizhuo Basin(NFHB)was studied approximately 30 years ago using thermoluminescence and geomorphic methods,the underlying uncertainty cannot b... Although the late Quaternary slip rate of the Northern Margin Fault of the Huaizhuo Basin(NFHB)was studied approximately 30 years ago using thermoluminescence and geomorphic methods,the underlying uncertainty cannot be neglected,considering the limitations resulting from age and displacement measurements.Accordingly,we attempted to re-estimate the late Quaternary slip rate of the NFHB using high-precision remote sensing image interpretation,large-scale geological and geomorphic mapping,paleoseismic analysis,and Quaternary geochronology testing.The results,based on stratigraphic dislocation and age constraint in the trenches,show that the present deformation of the NFHB has been dominated by the extension,with a vertical slip rate~0.04-0.11 mm/a.We estimate a vertical slip rate of~0.06 mm/a,with an R^(2) value of~0.91,which is much lower than the~0.5 mm/a result estimated previously.There are three possible reasons for this discrepancy.The first is the limitation resulting from dating and displacement measurements in earlier studies;the second is the slip decomposition caused by multiple branches of the NFHB,which leads to the low slip rate observed at a single fault;and third possible explanation is that the fault may be locked at present with a low slip rate,which means that the earthquake hazard of the NFHB cannot be ignored,and more in-depth research,such as geodetic and intensive observations of earthquake precursors,is urgently needed.This discovery poses a new challenge for the active study of the NFHB and the northeast corner of the Ordos Plateau in the North China Block. 展开更多
关键词 North China block The Northern Margin Fault of the Huaizhuo Basin Late Quaternary slip rate Seismological Implications
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General Solution of Normal Equations in the Intra-Block Analysis of PBIB Designs with Four Associates
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作者 Dav inder Kumar Garg Ghansham Mishra 《Journal of Mathematics and System Science》 2013年第8期412-416,共5页
General solution of normal equations in the general intra-block analysis of partially balanced incomplete block designs involving four associates is presented in this talk as they are quite useful in practice. Only in... General solution of normal equations in the general intra-block analysis of partially balanced incomplete block designs involving four associates is presented in this talk as they are quite useful in practice. Only intra-block estimates are given as the necessary formulae for inter-block estimates can be derived from them by changing the parameters as discussed in Rao[5]. We have obtained the general formulae for computation of four types of efficiencies, the average efficiency factor and the variance of the estimated elementary treatment contrast of the four types of comparisons irrespective of the type of association scheme a PBIB Design follows. 展开更多
关键词 Partially balanced incomplete block designs inter- block analysis intra-block analysis.
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Ultrasound-guided paravertebral nerve block anesthesia on the stress response and hemodynamics among lung cancer patients 被引量:24
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作者 Shu-Qing Zhen Ming Jin +3 位作者 Yong-Xue Chen Jian-Hua Li Hua Wang Hui-Xia Chen 《World Journal of Clinical Cases》 SCIE 2022年第7期2174-2183,共10页
BACKGROUND Thoracic surgery for radical resection of lung tumor requires deep anesthesia which can lead to an adverse inflammatory response,loss of hemodynamic stability,and decreased immune function.Herein,we evaluat... BACKGROUND Thoracic surgery for radical resection of lung tumor requires deep anesthesia which can lead to an adverse inflammatory response,loss of hemodynamic stability,and decreased immune function.Herein,we evaluated the feasibility and benefits of ultrasound-guided paravertebral nerve block anesthesia,in combination with general anesthesia,for thoracic surgery for lung cancer.The block was performed by diffusion of anesthetic drugs along the paravertebral space to achieve unilateral multi-segment intercostal nerve and dorsal branch nerve block.AIM To evaluate the application of ultrasound-guided paravertebral nerve block anesthesia for lung cancer surgery to inform practice.METHODS The analysis was based on 140 patients who underwent thoracic surgery for lung cancer at our hospital between January 2018 and May 2020.Patients were randomly allocated to the peripheral+general anesthesia(observation)group(n=74)or to the general anesthesia(control)group(n=66).Patients in the observation group received ultrasound-guided paravertebral nerve block anesthesia combined with general anesthesia,with those in the control group receiving an epidural block combined with general anesthesia.Measured outcomes included the operative and anesthesia times,as well as the mean arterial pressure(MAP),heart rate(HR),and blood oxygen saturation(SpO;)measured before surgery,15 min after anesthesia(T1),after intubation,5 min after skin incision,and before extubation(T4).RESULTS The dose of intra-operative use of remifentanil and propofol and the postoperative use of sufentanil was lower in the observation group(1.48±0.43 mg,760.50±92.28 mg,and 72.50±16.62 mg,respectively)than control group(P<0.05).At the four time points of measurement(T1 through T4),MAP and HR values were higher in the observation than control group(MAP,90.20±9.15 mmHg,85.50±7.22 mmHg,88.59±8.15 mmHg,and 90.02±10.02 mmHg,respectively;and HR,72.39±8.22 beats/min,69.03±9.03 beats/min,70.12±8.11 beats/min,and 71.24±9.01 beats/min,respectively;P<0.05).There was no difference in SpO;between the two groups(P>0.05).Postoperative levels of epinephrine,norepinephrine,and dopamine used were significantly lower in the observation than control group(210.20±40.41 pg/mL,230.30±65.58 pg/mL,and 54.49±13.32 pg/mL,respectively;P<0.05).Similarly,the postoperative tumor necrosis factor-αand interleukin-6 levels were lower in the observation(2.43±0.44 pg/mL and 170.03±35.54 pg/mL,respectively)than control group(P<0.05).There was no significant difference in the incidence of adverse reactions between the two groups(P>0.05).CONCLUSION Ultrasound-guided paravertebral nerve block anesthesia improved the stress and hemodynamic response in patients undergoing thoracic surgery for lung cancer,with no increase in the rate of adverse events. 展开更多
关键词 Ultrasound-guided paravertebral nerve block anesthesia aNESTHESIa Lung cancer Stress response HEMODYNaMICS
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ANC: Attention Network for COVID-19 Explainable Diagnosis Based on Convolutional Block Attention Module 被引量:10
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作者 Yudong Zhang Xin Zhang Weiguo Zhu 《Computer Modeling in Engineering & Sciences》 SCIE EI 2021年第6期1037-1058,共22页
Aim: To diagnose COVID-19 more efficiently and more correctly, this study proposed a novel attention network forCOVID-19 (ANC). Methods: Two datasets were used in this study. An 18-way data augmentation was proposed t... Aim: To diagnose COVID-19 more efficiently and more correctly, this study proposed a novel attention network forCOVID-19 (ANC). Methods: Two datasets were used in this study. An 18-way data augmentation was proposed toavoid overfitting. Then, convolutional block attention module (CBAM) was integrated to our model, the structureof which is fine-tuned. Finally, Grad-CAM was used to provide an explainable diagnosis. Results: The accuracyof our ANC methods on two datasets are 96.32% ± 1.06%, and 96.00% ± 1.03%, respectively. Conclusions: Thisproposed ANC method is superior to 9 state-of-the-art approaches. 展开更多
关键词 Deep learning convolutional block attention module attention mechanism COVID-19 explainable diagnosis
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MobileNet network optimization based on convolutional block attention module 被引量:3
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作者 ZHAO Shuxu MEN Shiyao YUAN Lin 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2022年第2期225-234,共10页
Deep learning technology is widely used in computer vision.Generally,a large amount of data is used to train the model weights in deep learning,so as to obtain a model with higher accuracy.However,massive data and com... Deep learning technology is widely used in computer vision.Generally,a large amount of data is used to train the model weights in deep learning,so as to obtain a model with higher accuracy.However,massive data and complex model structures require more calculating resources.Since people generally can only carry and use mobile and portable devices in application scenarios,neural networks have limitations in terms of calculating resources,size and power consumption.Therefore,the efficient lightweight model MobileNet is used as the basic network in this study for optimization.First,the accuracy of the MobileNet model is improved by adding methods such as the convolutional block attention module(CBAM)and expansion convolution.Then,the MobileNet model is compressed by using pruning and weight quantization algorithms based on weight size.Afterwards,methods such as Python crawlers and data augmentation are employed to create a garbage classification data set.Based on the above model optimization strategy,the garbage classification mobile terminal application is deployed on mobile phones and raspberry pies,realizing completing the garbage classification task more conveniently. 展开更多
关键词 MobileNet convolutional block attention module(CBaM) model pruning and quantization edge machine learning
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Traffic Sign Recognition for Autonomous Vehicle Using Optimized YOLOv7 and Convolutional Block Attention Module 被引量:2
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作者 P.Kuppusamy M.Sanjay +1 位作者 P.V.Deepashree C.Iwendi 《Computers, Materials & Continua》 SCIE EI 2023年第10期445-466,共22页
The infrastructure and construction of roads are crucial for the economic and social development of a region,but traffic-related challenges like accidents and congestion persist.Artificial Intelligence(AI)and Machine ... The infrastructure and construction of roads are crucial for the economic and social development of a region,but traffic-related challenges like accidents and congestion persist.Artificial Intelligence(AI)and Machine Learning(ML)have been used in road infrastructure and construction,particularly with the Internet of Things(IoT)devices.Object detection in Computer Vision also plays a key role in improving road infrastructure and addressing trafficrelated problems.This study aims to use You Only Look Once version 7(YOLOv7),Convolutional Block Attention Module(CBAM),the most optimized object-detection algorithm,to detect and identify traffic signs,and analyze effective combinations of adaptive optimizers like Adaptive Moment estimation(Adam),Root Mean Squared Propagation(RMSprop)and Stochastic Gradient Descent(SGD)with the YOLOv7.Using a portion of German traffic signs for training,the study investigates the feasibility of adopting smaller datasets while maintaining high accuracy.The model proposed in this study not only improves traffic safety by detecting traffic signs but also has the potential to contribute to the rapid development of autonomous vehicle systems.The study results showed an impressive accuracy of 99.7%when using a batch size of 8 and the Adam optimizer.This high level of accuracy demonstrates the effectiveness of the proposed model for the image classification task of traffic sign recognition. 展开更多
关键词 Object detection traffic sign detection YOLOv7 convolutional block attention module road sign detection aDaM
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Relevance and therapeutic potential of Cyp A targeting to block apoptosis inducing factor-mediated neuronal cell death 被引量:3
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作者 Nunzianna Doti Menotti Ruvo 《Neural Regeneration Research》 SCIE CAS CSCD 2017年第9期1428-1429,共2页
Programmed cell death (PCD) signaling pathways are import- ant contributors to acute neurological insults such as hypox- ic-ischemic brain damage, traumatic brain injury, stroke etc. The pathogenesis of all these di... Programmed cell death (PCD) signaling pathways are import- ant contributors to acute neurological insults such as hypox- ic-ischemic brain damage, traumatic brain injury, stroke etc. The pathogenesis of all these diseases is closely linked with ab- erration of apoptotic cell death pathways. Mitochondria play a crucial role during PCD, acting as both sensors of death signals, and as initiators of biochemical path- ways, which cause cell death (Bras et al., 2005). Cytochrome c was the firstly identified apoptogenic factor released from mitochondria into the cytosol, where it induces apoptosome formation through the activation of caspases. Other proteins, such as apoptosis inducing factor (AIF), have been subsequently identified as mitochondrial released factors. AIF contributes to apoptotic nuclear DNA damage (Bras et al., 2005). in a caspase-independent way 展开更多
关键词 aIF Relevance and therapeutic potential of Cyp a targeting to block apoptosis inducing factor-mediated neuronal cell death
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Factors influencing agitation during anesthesia recovery after laparoscopic hernia repair under total inhalation combined with caudal block anesthesia 被引量:1
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作者 Yun-Feng Zhu Fan-Yan Yi +4 位作者 Ming-Hui Qin Ji Lu Hao Liang Sen Yang Yu-Zheng Wei 《World Journal of Gastrointestinal Surgery》 SCIE 2024年第11期3499-3510,共12页
BACKGROUND Laparoscopic hernia repair is a minimally invasive surgery,but patients may experience emergence agitation(EA)during the post-anesthesia recovery period,which can increase pain and lead to complications suc... BACKGROUND Laparoscopic hernia repair is a minimally invasive surgery,but patients may experience emergence agitation(EA)during the post-anesthesia recovery period,which can increase pain and lead to complications such as wound reopening and bleeding.There is limited research on the risk factors for this agitation,and few effective tools exist to predict it.Therefore,by integrating clinical data,we have developed nomograms and random forest predictive models to help clinicians predict and potentially prevent EA.AIM To establish a risk nomogram prediction model for EA in patients undergoing laparoscopic hernia surgery under total inhalation combined with sacral block anesthesia.METHODS Based on the clinical information of 300 patients who underwent laparoscopic hernia surgery in the Nanning Tenth People’s Hospital,Guangxi,from January 2020 to June 2023,the patients were divided into two groups according to their sedation-agitation scale score,i.e.,the EA group(≥5 points)and the non-EA group(≤4 points),during anesthesia recovery.Least absolute shrinkage and selection operator regression was used to select the key features that predict EA,and incorporating them into logistic regression analysis to obtain potential pre-dictive factors and establish EA nomogram and random forest risk prediction models through R software.RESULTS Out of the 300 patients,72 had agitation during anesthesia recovery,with an incidence of 24.0%.American Society of Anesthesiologists classification,preoperative anxiety,solid food fasting time,clear liquid fasting time,indwelling catheter,and pain level upon awakening are key predictors of EA in patients undergoing laparoscopic hernia surgery with total intravenous anesthesia and caudal block anesthesia.The nomogram predicts EA with an area under the receiver operating characteristic curve(AUC)of 0.947,a sensi-tivity of 0.917,and a specificity of 0.877,whereas the random forest model has an AUC of 0.923,a sensitivity of 0.912,and a specificity of 0.877.Delong’s test shows no significant difference in AUC between the two models.Clinical decision curve analysis indicates that both models have good net benefits in predicting EA,with the nomogram effective within the threshold of 0.02 to 0.96 and the random forest model within 0.03 to 0.90.In the external model validation of 50 cases of laparoscopic hernia surgery,both models predicted EA.The nomogram model had a sensitivity of 83.33%,specificity of 86.84%,and accuracy of 86.00%,while the random forest model had a sensitivity of 75.00%,specificity of 78.95%,and accuracy of 78.00%,suggesting that the nomogram model performs better in predicting EA.CONCLUSION Independent predictors of EA in patients undergoing laparoscopic hernia repair with total intravenous anesthesia combined with caudal block include American Society of Anesthesiologists classification,preoperative anxiety,duration of solid food fasting,duration of clear liquid fasting,presence of an indwelling catheter,and pain level upon waking.The nomogram and random forest models based on these factors can help tailor clinical decisions in the future. 展开更多
关键词 Inhalation anesthesia Sacral block anesthesia Laparoscopic hernia surgery agitation during recovery period NOMOGRaM Surgical outcomes Postoperative complications
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Newly Discovered Fluvial-Lacustrine Sediments in the Western Yangtze Block and their Geological Significance for the Emeishan Large Igneous Province 被引量:2
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作者 MABI Awei ZHANG Mingchun +3 位作者 YANG Zhengxi LI Yanlong WEN Dengkui LIU Xuyang 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2017年第2期741-742,共2页
Objective The Emeishan large igneous province (ELIP) in SW China is the only one large igneous province in China recognized by international geologists. Previous studies of ELIP over past two decades indicate that ... Objective The Emeishan large igneous province (ELIP) in SW China is the only one large igneous province in China recognized by international geologists. Previous studies of ELIP over past two decades indicate that the ELIP age, duration, scale and generation mechanism are still controversial. Among those scientific topics, some scholars suggest that ELIP is an example of up-doming prior to LIP formation, which was evidenced by: (1) The thickness of the Yangxin Formation (P^v) limestone unit, which lies directly beneath ELIP, reduces from the center of erosional area to the outer edge. (2) Paleo-karst surfaces are present. (3) The clastic rocks of alluvial fan deposits, from the eroded materials in the maximum uplifted area, developed surrounding the inner zone. However, other scholars urge that those so-called "alluvial fan" deposits are "hydromagmatic deposits", erupted or emplaced at or near sea level, and conclude that there was no pre-emptive uplift in ELIP. In order to constrain the above-mentioned scientific issue, we conducted detailed field geological investigations and systematically measured geological sections to provide new evidence by using sedimentary data. 展开更多
关键词 Newly Discovered Fluvial-Lacustrine Sediments in the Western Yangtze block and their Geological Significance for the Emeishan Large Igneous Province
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Irregularly sampled seismic data interpolation via wavelet-based convolutional block attention deep learning 被引量:2
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作者 Yihuai Lou Lukun Wu +4 位作者 Lin Liu Kai Yu Naihao Liu Zhiguo Wang Wei Wang 《Artificial Intelligence in Geosciences》 2022年第1期192-202,共11页
Seismic data interpolation,especially irregularly sampled data interpolation,is a critical task for seismic processing and subsequent interpretation.Recently,with the development of machine learning and deep learning,... Seismic data interpolation,especially irregularly sampled data interpolation,is a critical task for seismic processing and subsequent interpretation.Recently,with the development of machine learning and deep learning,convolutional neural networks(CNNs)are applied for interpolating irregularly sampled seismic data.CNN based approaches can address the apparent defects of traditional interpolation methods,such as the low computational efficiency and the difficulty on parameters selection.However,current CNN based methods only consider the temporal and spatial features of irregularly sampled seismic data,which fail to consider the frequency features of seismic data,i.e.,the multi-scale features.To overcome these drawbacks,we propose a wavelet-based convolutional block attention deep learning(W-CBADL)network for irregularly sampled seismic data reconstruction.We firstly introduce the discrete wavelet transform(DWT)and the inverse wavelet transform(IWT)to the commonly used U-Net by considering the multi-scale features of irregularly sampled seismic data.Moreover,we propose to adopt the convolutional block attention module(CBAM)to precisely restore sampled seismic traces,which could apply the attention to both channel and spatial dimensions.Finally,we adopt the proposed W-CBADL model to synthetic and pre-stack field data to evaluate its validity and effectiveness.The results demonstrate that the proposed W-CBADL model could reconstruct irregularly sampled seismic data more effectively and more efficiently than the state-of-the-art contrastive CNN based models. 展开更多
关键词 Irregularly sampled seismic data reconstruction Deep learning U-Net Discrete wavelet transform Convolutional block attention module
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Large-scale automatic block adjustment from satellite to indoor photogrammetry
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作者 Deren Li Bo Yang +3 位作者 Mi Wang Taiping Wang Yunlong Gao Yingdong Pi 《Geo-Spatial Information Science》 SCIE EI CSCD 2023年第2期160-174,共15页
Block Adjustment(BA)is a critical procedure in the geometric processing of satellite images,responsible for compensating and correcting the geometric positioning errors of the images.The accuracy of the photogrammetri... Block Adjustment(BA)is a critical procedure in the geometric processing of satellite images,responsible for compensating and correcting the geometric positioning errors of the images.The accuracy of the photogrammetric products,including Digital Orthophoto Map(DOM),Digital Elevation Model(DEM),Digital Line Graphic(DLG),and Digital Raster Graphic(DRG),directly depends on the accuracy of BA results.In recent years,the rapid development of related technologies such as Artificial Intelligence(AI),Computer Vision(CV),Unmanned Aerial Vehicles(UAVs)and big data has greatly facilitated and transformed the classical BA in photogrammetry.This paper first reviews the current status of BA and then looks into the future.First,this paper provides a brief review of the key technologies involved in BA,including image matching,the establishment of adjustment model,the determination of the parameters and the detection of gross error.Then,taking the intercross and fusion of current technologies such as AI,cloud computing and big data with photogrammetry into account,this paper explores the future trends of photogrammetry.Finally,four typical cases of large-scale adjustment are introduced,including large-scale BA without Ground Control Points(GCPs)for optical stereo satellite images,large-scale BA with laser altimetry data for optical stereo satellite images,large-scale BA for UAV oblique photogrammetry,and large-scale BA for indoor photogrammetry in caves with a large number of close-range images. 展开更多
关键词 block adjustment(Ba) LaRGE-SCaLE image matching control points REVIEW
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MAKING FULL USE OF OUTDATED CHANNEL ESTIMATES FOR BLOCK BY BLOCK ADAPTIVE MODULATIONS
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作者 Shan Xiaohong Bi Guangguo 《Journal of Electronics(China)》 2007年第1期54-59,共6页
This paper explores the potential to use accurate but outdated channel estimates for adaptive modulation. The work is novel in that the research is conditioned on block by block adaptation. First,we define a new quant... This paper explores the potential to use accurate but outdated channel estimates for adaptive modulation. The work is novel in that the research is conditioned on block by block adaptation. First,we define a new quantity,the Tolerable Average Use Delay (TAUD),which can indicate the ability of an adaptation scheme to tolerate the delay of channel estimation results. We find that for the variable-power schemes,TAUD is a constant and dependent on the target Bit Error Rate (BER),average power and Doppler frequency; while for the constant-power schemes,it depends on the ad-aptation block length as well. At last,we investigate the relation between the delay tolerating per-formance and the spectral efficiency and give the system design criterion. The delay tolerating per-formance is improved at the price of lower data rate. 展开更多
关键词 adaptive modulation block by block adaptation Channel estimation Spectral efficiency
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The Discovery of Deep High-Resistivity Block and Inadequately Consolidated Magma Chambers in Gaoligongshan Oblique Collisional Orogen and its Tectonic Implications
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作者 YU Nian WANG Xuben +3 位作者 HU Xiangyun LI Dewei DENG Fangjin CAI Xuelin 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2017年第3期1161-1162,共2页
Objective The Gaoligongshan oblique collisional orogen is located in the southern section of the Hengduan Mountains, and belongs to one of the main Late Yanshanian-Himalayan oblique collisional orogens in the Sanjiang... Objective The Gaoligongshan oblique collisional orogen is located in the southern section of the Hengduan Mountains, and belongs to one of the main Late Yanshanian-Himalayan oblique collisional orogens in the Sanjiang area. Many researchers have studied the geology, geochemistry and geophysics of this region, and many research achievements have been obtained from deep geophysical exploration of the region, especially using the magnetotelluric (MT) sounding technique. However, 展开更多
关键词 of is on The Discovery of Deep High-Resistivity block and Inadequately Consolidated Magma Chambers in Gaoligongshan Oblique Collisional Orogen and its Tectonic Implications in that
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Application of Ultrasound - Guided Nerve Block Anesthesia in the Treatment of Clavicle Fracture
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作者 WANG Hedong 《外文科技期刊数据库(文摘版)医药卫生》 2021年第2期090-093,共4页
Objective: to analyze the application effect of ultrasound-guided nerve block anesthesia in the treatment of clavicle fracture. Methods: 30 patients with clavicle fracture treated in our hospital from June 2018 to Aug... Objective: to analyze the application effect of ultrasound-guided nerve block anesthesia in the treatment of clavicle fracture. Methods: 30 patients with clavicle fracture treated in our hospital from June 2018 to August 2020 were selected and divided into groups according to the drawing method. There were 15 cases in the control group and the observation group. The control group received traditional anesthesia, and the observation group received ultrasound - guided nerve block anesthesia. Results: the overall anesthesia effect of the observation group was significantly better than that of the control group, the operation time and the onset time of anesthesia were significantly shortened, and there was a significant difference between the groups (P < 0.05). Conclusion: ultrasound-guided nerve block anesthesia has a more ideal anesthesia effect in the treatment of clavicle fracture. It is a simple and convenient operation mode, and can also enhance the anesthesia effect of patients, which is worthy of clinical promotion. 展开更多
关键词 ULTRaSOUND-GUIDED nerve block anesthesia clavicle fracture
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Clinical Anesthesia Effect of Lumbar Anesthesia-epidural Combined Block Anesthesia and Epidural Anesthesia Alone
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作者 XUJinwen ZHAOXia 《外文科技期刊数据库(文摘版)医药卫生》 2022年第1期177-180,共4页
As a means of pain relief, anesthesia is becoming more and more recognized and used by the medical community. Epidural anesthesia is the injection of a local anesthetic into the epidural cavity to block the spinal ner... As a means of pain relief, anesthesia is becoming more and more recognized and used by the medical community. Epidural anesthesia is the injection of a local anesthetic into the epidural cavity to block the spinal nerve root and temporarily paralyze the innervated area. Combined lumbar anesthetic-epidural block anesthesia is the injection of a local anesthetic into the cerebrospinal fluid. Blocking is produced by acting directly on the anterior and posterior roots of the spinal nerve and spinal cord. Waist anesthesia-epidural combined block anesthesia is effective in maintaining normal cardiopulmonary function and works quickly. In this study, 100 patients treated from April 2018 to June 2021 were randomly divided into observation and control groups, with 50 patients in each group. The control group underwent epidural anesthesia, and the observation group performed both lumbar anesthesia and epidural anesthesia to analyze the anesthesia effect. The results are reported as follows. 展开更多
关键词 lumbar anesthesia-epidural combined block anesthesia simple epidural anesthesia anesthesia effect
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Effect of nano Al_(2)O_(3) addition on cycling performance of poly(ether block amide)based solid-state lithium metal batteries
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作者 Changlin Liu Yang He +5 位作者 Xiaowei An Zhijun Wu Xiaogang Hao Qiang Zhao Abuliti Abudula Guoqing Guan 《Resources Chemicals and Materials》 2023年第2期167-176,共10页
A novel poly(ether block amide)(PEBA)based solid-state polymer electrolyte(SPE)was prepared using a casting method,in which 20wt%lithium(Li)bis-(trifluoromethanesulfonyl)imide(LiTFSI)and aluminum oxide(Al_(2)O_(3))nan... A novel poly(ether block amide)(PEBA)based solid-state polymer electrolyte(SPE)was prepared using a casting method,in which 20wt%lithium(Li)bis-(trifluoromethanesulfonyl)imide(LiTFSI)and aluminum oxide(Al_(2)O_(3))nanoparticles were used as the Li salt and solid plasticizer,respectively.In the case of addition of 3wt%Al_(2)O_(3) nanoparticles,ion conductivity of the obtained PEBA 2533-20wt%LiTFSI-3wt%Al_(2)O_(3) SPE was 3.57×10^(−5) S cm^(−1) at 25°C.Furthermore,the Li symmetrical battery assembled with it showed excellent cycling stability(1000 h)at 0.1 mA cm^(−2).While,the assembled all-solid-state Li/PEBA 2533-20%LiTFSI-3wt%Al_(2)O_(3)/LiFePO 4(areal capacity:0.15 mAh cm^(−2))battery maintained 94.9%of the maximal capacity(133.9 mAh g^(−1@0.1) mA cm^(−2))at 60°C even after 650 cycles with a superior average coulombic efficiency(CE)of 99.84%.By using X-ray photoelectron spectroscope(XPS),self-aggregation layer(SAL)of polyamide 12(PA12)of PEBA 2533 was discovered,which should contribute to promoting the robustness of lithium fluoride(LiF)enriched solid-electrolyte interphase(SEI)layer.In addition,it is considered that the state of interface between SPE and cathode should be the cause of voltage polarization of the full cell. 展开更多
关键词 Lithium metal batteries Solid-state polymer electrolyte Poly(ether block amide)2533 Solid-electrolyte interphase Self-aggregation layer
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