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| 1 | Semi-Supervised Learning with Generative Adversarial Networks on Digital Signal Modulation Classification显示文摘Deep Learning(DL)is such a powerful tool that we have seen tremendous success in areas such as Computer Vision,Speech Recognition,and Natural Language Processing.Since Automated Modulation Classification(AMC)is an important part in Cognitive Radio Networks,we try to explore its potential in solving signal modulation recognition problem.It cannot be overlooked that DL model is a complex model,thus making them prone to over-fitting.DL model requires many training data to combat with over-fitting,but adding high quality labels to training data manually is not always cheap and accessible,especially in real-time system,which may counter unprecedented data in dataset.Semi-supervised Learning is a way to exploit unlabeled data effectively to reduce over-fitting in DL.In this paper,we extend Generative Adversarial Networks(GANs)to the semi-supervised learning will show it is a method can be used to create a more dataefficient classifier. | Ya Tu Yun Lin Jin Wang Jeong-Uk Kim | 2018 | Computers, Materials & Continua2018，，5： | 28 |
| 2 | Effect of electroacupuncture on glial fibrillary acidic protein and nerve growth factor in the hippocampus of rats with hyperlipidemia and middle cerebral artery thrombus显示文摘Electroacupuncture(EA)has been shown to reduce blood lipid level and improve cerebral ischemia in rats with hyperlipemia complicated by cerebral ischemia.However,there are few studies on the results and mechanism of the effect of EA in reducing blood lipid level or promoting neural repair after stroke in hyperlipidemic subjects.In this study,EA was applied to a rat model of hyperlipidemia and middle cerebral artery thrombosis and the condition of neurons and astrocytes after hippocampal injury was assessed.Except for the normal group,rats in other groups were fed a high-fat diet throughout the whole experiment.Hyperlipidemia models were established in rats fed a high-fat diet for 6 weeks.Middle cerebral artery thrombus models were induced by pasting 50%FeCl3 filter paper on the left middle cerebral artery for 20 minutes on day 50 as the model group.EA1 group rats received EA at bilateral ST40(Fenglong)for 7 days before the thrombosis.Rats in the EA1 and EA2 groups received EA at GV20(Baihui)and bilateral ST40 for 14 days after model establishment.Neuronal health was assessed by hematoxylin-eosin staining in the brain.Hyperlipidemia was assessed by biochemical methods that measured total cholesterol,triglyceride,low-density lipoprotein and high-density lipoprotein in blood sera.Behavioral analysis was used to confirm the establishment of the model.Immunohistochemical methods were used to detect the expression of glial fibrillary acidic protein and nerve growth factor in the hippocampal CA1 region.The results demonstrated that,compared with the model group,blood lipid levels significantly decreased,glial fibrillary acidic protein immunoreactivity was significantly weakened and nerve growth factor immunoreactivity was significantly enhanced in the EA1 and EA2 groups.The repair effect was superior in the EA1 group than in the EA2 group.These findings confirm that EA can reduce blood lipid,inhibit glial fibrillary acidic protein expression and promote nerve growth factor expression in the hippocampal CA1 region after hyperlipidemia and middle cerebral artery thrombosis.All experimental procedures and protocols were approved by the Animal Use and Management Committee of Beijing University of Chinese Medicine,China(approval No.BUCM-3-2018022802-1002)on April 12,2018. | Na-Ying Xue Dong-Yu Ge Rui-Juan Dong Hyung-Hwan Kim Xiu-Jun Ren Ya Tu | 2021 | Neural Regeneration Research2021，16，1： | 9 |
| 3 | Antielevation syndrome after unilateral anteriorization of the inferior oblique muscle显示文摘 | Cho YA Kim JH Kim S | 2006 | Korean J Opbthalmol2006，20，2： | 1 |
| 4 | Association of oligohy-dramnios in women with preterm premature rupture of mem- branes with an inflammatory response in fetal amniotic and maternal compartments 显示文摘 | Yoon BH Kim YA Romero R | 2009 | Am J Obstet Gynecol2009，181，4： | 1 |
| 5 | Relation of serum potassium level to long-term outcomes in patients with acute myocardial infarction显示文摘 | Choi JS Kim YA Kim HY | 2014 | Am J Cardiol2014，113，8： | 1 |
| 6 | Near-infrared spectros- copy for the non-destructive and fast determination of geo- graphical origin of Aagelicae gigantis Radix显示文摘 | Woo YA Kim HJ Ze KR | 2005 | J Pharm BiomedAnal2005，36，4： | 1 |
| 7 | The influence of hospital volume and surgical treatment delay on long-term survival after cancer surgery显示文摘 | Yun YH Kim YA Min YH | 2012 | Ann Oncol2012，23，10： | 1 |
| 8 | Resveratrol inhibits nitric oxide and prostaglandin E2 production by lipopolysaccharide -activated C6microglia显示文摘 | Kim YA Kim GY Park KYJ | 2007 | Med Food2007，10，2： | 1 |
| 9 | Papillary microcarcinoma in comparison with larger papillary thyroid carcinoma in BRAF (V600E) mutation,clinicopathological features,and immunohistochemical findings显示文摘 | Park YJ Kim YA Lee YJ | 2010 | Head Neck2010，32，1： | 1 |
| 10 | Increasing prevalence of vancomycin-resistant enterococci,and cefoxitin-,imipenem-,and fluoroquinolone-resistant gram-negative bacilli:a KONSAR study in 2002显示文摘 | Lee K Kim YA Park YJ | 2004 | Yonsei Med J2004，45，4： | 1 |
| 11 | Endocrinology:basic research:Expression of survivin in eutopic endometrium with or without endometriosis显示文摘 | Kim YA Kim YJ Kim HS | 2004 | HumReprod2004，，： | 1 |
| 12 | Prevalence and risk factors of malnutrition among cancer patients according to tumor location and stage in the National Cancer Center in Korea显示文摘 | Wie GA Cho YA Kim SY | 2010 | Nutrition2010，26，3： | 1 |
| 13 | Increasing trend in the number of severe hypoglycemia patients in Korea显示文摘 | Kim JT Oh TJ Lee YA | 2011 | Diabetes Metab J2011，35，2： | 1 |
| 14 | Sonic hedgehog signaling promotes motility and invasiveness of gastric cancer ceils through TGF-beta-mediated activation of the ALK5-Smad 3 pathway显示文摘 | Yoo YA Kang MH Kim JS | 2008 | Carcinogenesis2008，29，3： | 1 |
| 15 | PwRnl, a novel Ty3/gypsy - like retrotransposon of Paragonimus westermani: molecular characters and its differentially preserved mobile potential according to host chromosomal polyploidy显示文摘 | Bae YA Ahn JS Kim SH | 2008 | BMC Genomics2008，9，1： | 1 |
| 16 | Perifosine inhibits mammalian target of Rapamycin signaling through facilitating degradation of major components in the mTOR axis and induces autophagy显示文摘 | Fu L Kim YA Wang X | 2009 | Cancer Res2009，69，23： | 1 |
| 17 | Antielevation syndrome after unilateral anteriorization of the inferior oblique muscle显示文摘 | Cho YA Kim JH Kim S | 2006 | Korean J Ophthalmol2006，20，2： | 1 |
| 18 | Ocular adnexal IgG4-related disease: comparative analysis with mucosa-associated lymphoid tissue lymphoma and other chronic inflammatory conditions显示文摘 | Go H Kim JE Kim YA | 2012 | Histopathology2012，60，2： | 1 |
| 19 | Antiproliferative effect of resveratrol in human prostate carcinoma cells显示文摘 | KIM YA RHEE SH PARK KY | | 0，，04： | 1 |
| 20 | Perifosine inhibits mammalian target of rapamycin signaling through facilitating degradation of major components in the mTOR axis and induces autophagy显示文摘 | Fu L Kim YA Wang X | | 0，，23： | 1 |
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