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基于机器学习的人工智能技术在眼科中的应用进展 被引量:21
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作者 赵乾 沈琳琳 赖铭莹 《国际眼科杂志》 CAS 北大核心 2018年第9期1630-1634,共5页
随着现代人工智能(artificial intelligence,AI)技术的高速发展,其在不同领域的实践和应用已逐渐开展,医学领域也不例外,基于机器学习的人工智能技术在眼科中的应用便是其中之一。许多眼部疾病的诊断很大程度上依赖于眼科辅助检查结果,... 随着现代人工智能(artificial intelligence,AI)技术的高速发展,其在不同领域的实践和应用已逐渐开展,医学领域也不例外,基于机器学习的人工智能技术在眼科中的应用便是其中之一。许多眼部疾病的诊断很大程度上依赖于眼科辅助检查结果,而大部分眼科辅助检查都以影像学检查为主。眼部图像精细、复杂、信息量大,诊断结果常受限于医生的知识水平与临床经验,主观性较强,耗时耗力。通过与计算机相结合的机器学习的人工智能技术在眼科中的应用,极大地提高了临床工作中眼科疾病的诊断效率,减轻了眼科医生的负担。本文旨在综合国内外学者在眼科领域开展人工智能技术的基础上,系统地展示基于机器学习的人工智能技术在眼科常见病中的应用进展、实际存在问题及对未来的展望。 展开更多
关键词 人工智能 机器学习 眼科 糖尿病视网膜病变 青光眼 白内障
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Effects of electroacupuncture at Zusanli(ST36) on inflammatory cytokines in a rat model of smokeinduced chronic obstructive pulmonary disease 被引量:21
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作者 Wen-ye Geng Zi-bing Liu +7 位作者 Na-na Song Gui-hong Zhang Wei-zhong Jin Wang Zhou Li Li Yin-xiang Cao Da-nian Zhu lin-lin shen 《Journal of Integrative Medicine》 SCIE CAS CSCD 2013年第3期213-219,共7页
OBJECTIVE: Improvement in lung function was reported after acupuncture treatment of chronic obstructive pulmonary disease (COPD), but little is known about the underlying mechanisms. Because an immune response imba... OBJECTIVE: Improvement in lung function was reported after acupuncture treatment of chronic obstructive pulmonary disease (COPD), but little is known about the underlying mechanisms. Because an immune response imbalance could be seen in COPD, we hypothesize that electroacupuncture (EA) may play a role in regulating inflammatory cytokines and contribute to lung protection in a rat model of smoke-induced COPD. METHODS: A COPD model using male Sprague-Dawley rats exposed to cigarette smoke was established. The rats were randomly divided into four groups (control, sham, COPD, and COPD plus EA), and COPD model was evaluated by measuring pulmonary pathological changes and lung function. EA was applied to the acupuncture point Zusanli (ST36) for 30 min/d for 14 d in sham and COPD rats. Bronchoalveolar lavage fluid (BALF) was used to measure levels of tumor necrosis factor-a (TNF-a), interleukin-113 (IL-113), and malonaldehyde (MDA). RESULTS: Compared with the control rats, COPD rats had significant changes in lung resistance (R,) and lung compliance (C,) (both P〈0.01), bronchi and bronchiole airway obstruction (P〈0.01), and levels of MDA, TNF-α, and IL-1β(P〈0.01). There were no significant differences between the control and the sham groups. Compared with the COPD rats, the COPD plus EA rats had decreased R, and increased CL (both P〈0.05), and reduced bronchi and bronchiole airway obstruction (P〈0.05, P〈0.01, respectively), while levels of TNF-α, IL-1β, and MDA in BALF were lowered (P〈0.05 and P〈0.01, respectively). However, TNF-α and IL-1β levels of the EA group rats remained higher than those of the control group (P〈0.05). CONCLUSION: EA at ST36 can reduce lung injury in a COPD rat model, and beneficial effects may be related to down-regulation of inflammatory cytokines. The anti-inflammatory and antioxidant effects may prolong the clinical benefit of EA. 展开更多
关键词 chronic obstructive pulmonary disease ELECTROACUPUNCTURE ANTI-INFLAMMATORY ANTIOXIDANT Zusanli (ST36) rats
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Structural engineering of hard carbon through spark plasma sintering for enhanced sodium-ion storage 被引量:1
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作者 Hao-Ming Xiao Heng Zheng +6 位作者 Ping Yuan Jun-Hui Luo lin-lin shen Jie-Feng Tan Xian-You Luo De Li Yong Chen 《Rare Metals》 SCIE EI CAS CSCD 2024年第9期4274-4285,共12页
Hard carbon(HC)has emerged as one of the superior anode materials for sodium-ion batteries(SIBs),with its electrochemical performance significantly influenced by the presence of oxygen functional groups and its closed... Hard carbon(HC)has emerged as one of the superior anode materials for sodium-ion batteries(SIBs),with its electrochemical performance significantly influenced by the presence of oxygen functional groups and its closed pore structure.However,current research on the structural adjustment of these oxygen functional groups and the closed pore architecture within HC remains limited.Herein,energy-efficient and contamination-free spark plasma sintering technology was employed to tune the structure of coconut-shell HC,resulting in significant adjustments to the content of carboxyl(decreasing from 5.71 at%to 2.12 at%)and hydroxyl groups(decreasing from 7.73 at%to 6.26 at%).Crucially,these modifications reduced the irreversible reaction of oxygen functional groups with Na^(+).Simultaneously,a substantial number of closed pores with an average diameter of 1.22 nm were generated within the HC,offering an ideal environment for efficient Na^(+)accommodation.These structural changes resulted in a remarkable improvement in the electrochemical performance of the modified HC.The reversible specific capacity of the modified HC surged from 73.89 mAh·g^(-1)to an impressive 251.97 m Ah·g^(-1)at a current density of 50 mA·g^(-1).Even at 400 mA·g^(-1),the reversible specific capacity increased significantly from 14.55 to 85.44 mAh·g^(-1).Hence,this study provides a novel perspective for designing tailored HC materials with the potential to develop high-performance SIBs. 展开更多
关键词 Hard carbon Spark plasma sintering Sodiumion batteries Closed pores Oxygen functional groups
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Activation of Dopamine D2 Receptors Alleviates Neuronal Hyperexcitability in the Lateral Entorhinal Cortex via Inhibition of HCN Current in a Rat Model of Chronic Inflammatory Pain 被引量:3
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作者 Shi-Hao Gao Yong Tao +3 位作者 Yang Zhu Hao Huang lin-lin shen Chang-Yue Gao 《Neuroscience Bulletin》 SCIE CAS CSCD 2022年第9期1041-1056,共16页
Functional changes in synaptic transmission from the lateral entorhinal cortex to the dentate gyrus(LEC-DG)are considered responsible for the chronification of pain.However,the underlying alterations in fan cells,whic... Functional changes in synaptic transmission from the lateral entorhinal cortex to the dentate gyrus(LEC-DG)are considered responsible for the chronification of pain.However,the underlying alterations in fan cells,which are the predominant neurons in the LEC that project to the DG,remain elusive.Here,we investigated possible mechanisms using a rat model of complete Freund’s adjuvant(CFA)-induced inflammatory pain.We found a substantial increase in hyperpolarization-activated/cyclic nucleotide-gated currents(Ih),which led to the hyperexcitability of LEC fan cells of CFA slices.This phenomenon was attenuated in CFA slices by activating dopamine D2,but not D1,receptors.Chemogenetic activation of the ventral tegmental area-LEC projection had a D2 receptor-dependent analgesic effect.Intra-LEC microinjection of a D2 receptor agonist also suppressed CFA-induced behavioral hypersensitivity,and this effect was attenuated by pre-activation of the Ih.Our findings suggest that down-regulating the excitability of LEC fan cells through activation of the dopamine D2 receptor may be a strategy for treating chronic inflammatory pain. 展开更多
关键词 Inflammatory pain Lateral entorhinal cortex Neuronal hyperexcitability Dopamine D2 receptor HCN current
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