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| 1 | Spatial prediction of landslide susceptibility in western Serbia using hybrid support vector regression(SVR)with GWO,BAT and COA algorithms显示文摘In this study,we developed multiple hybrid machine-learning models to address parameter optimization limitations and enhance the spatial prediction of landslide susceptibility models.We created a geographic information system database,and our analysis results were used to prepare a landslide inventory map containing 359 landslide events identified from Google Earth,aerial photographs,and other validated sources.A support vector regression(SVR)machine-learning model was used to divide the landslide inventory into training(70%)and testing(30%)datasets.The landslide susceptibility map was produced using 14 causative factors.We applied the established gray wolf optimization(GWO)algorithm,bat algorithm(BA),and cuckoo optimization algorithm(COA)to fine-tune the parameters of the SVR model to improve its predictive accuracy.The resultant hybrid models,SVR-GWO,SVR-BA,and SVR-COA,were validated in terms of the area under curve(AUC)and root mean square error(RMSE).The AUC values for the SVR-GWO(0.733),SVR-BA(0.724),and SVR-COA(0.738)models indicate their good prediction rates for landslide susceptibility modeling.SVR-COA had the greatest accuracy,with an RMSE of 0.21687,and SVR-BA had the least accuracy,with an RMSE of 0.23046.The three optimized hybrid models outperformed the SVR model(AUC=0.704,RMSE=0.26689),confirming the ability of metaheuristic algorithms to improve model performance. | Abdul-Lateef Balogun Fatemeh Rezaie Quoc Bao Pham Ljubomir Gigović Siniša Drobnjak Yusuf AAina Mahdi Panahi Shamsudeen Temitope Yekeen Saro Lee | 2021 | Geoscience Frontiers2021，12，3： | 6 |
| 2 | Sensory reinnervation of free flaps in reconstruction of the breast and the upper and lower extremities显示文摘There is long-standing debate about sensate versus non-sensate free microvascular flaps among microsurgeons. The principle of connecting not only the vascular supply, but also sensitive nerves, in free tissue transfer is attractive. However, increased operating time and partial spontaneous innervation led to the common decision to restrict microsurgical tissue transfer to the vascular anastomosis and to leave the nerves 'untreated'. Nevertheless, in special cases such as breast reconstruction or extremity reconstruction, the question about sensory nerve coaptation of the flaps remains open. We present our experience with free microvascular tissue transfer for breast and extremity reconstruction and compare the data with previous literature and conclude that most free flap surgeries do not benefit from nerve coaptation. | Nektarios Sinis Androniki Lamia Helml Gudrun Thomas Schoeller Frank Werdin | 2012 | Neural Regeneration Research2012，7，29： | 4 |
| 3 | 优化磁性粒子为基础的系统的DNA纯化方案的重要性显示文摘从复杂生物基质中快速、高效地分离核酸是在获取各种实验的最佳起始原料的重要一步。磁性粒子为基础的操作流程提供了一个快速简单的解决方案,它特别适合用于自动化,在获得纯净和完整的DNA或RNA时以最少的动手时间获得良好的重现性结果。因此,必须优化基于磁珠的纯化流程来达到最高质量与数量的核酸提取。本文介绍了一个自动化、高速、以磁性粒子为基础的纯化系统来实现理想的DNA纯化方案,并考察了不同搅拌速度组合,以及在洗脱步骤的加热效应对DNA纯化数量和质量的影响。 | Marika SUOMALAINEN Sini SUOMALAINEN Virpi PURO Vuokko KYTNIEMI Arja LAMBERG | 2010 | 生命科学仪器2010，8，6： | 2 |
| 4 | Nerve regen- eration across a 2-cm gap in the rat median nerve using a resorbable nerve conduit filled with Schwarm cells 显示文摘 | Sinis N Schaller HE Schulte-Eversum C | 2005 | J Neurosurg2005，103，6： | 1 |
| 5 | Effect of chitosan supplementation on antitubercular drugs - induced hepatotoxicity in rats显示文摘 | S Santhosh TK Sini R Anandan PT Mathew | 2006 | Toxicology2006，219，： | 1 |
| 6 | Molecular alterations in key-regulator genes among patients with T4 breast carcinoma显示文摘 | Massidda B Sini M Budroni M etc | 2010 | BMC Cancer2010，10，： | 1 |
| 7 | Chapter 19:The role of collagen in peripheral nerve repair显示文摘 | Koopmans G Hasse B Sinis N | | 0，，： | 1 |
| 8 | Anhidrotic ectodermal dysplasia (EDA) protein expressed in MCF-7 cells associated with cell membrane and induces rounding显示文摘 | Sini Ezer David Schlessinger | 1997 | Hum Mol Genet1997，6，： | 1 |
| 9 | Correction of inhomogeneous magnetic resonance images using multiscale retinex for segmentation accuracy improvement显示文摘 | Wen-Hung Chao Hsin-Yi Lai Yen-Yu I. Shih You-Yin Chen Yu-Chun Lo Sheng-Huang Lin Siny Tsang Robby Wu Fu-Shan Jaw | 2011 | Biomedical Signal Processing and Control2011，，2： | 1 |
| 10 | Sonography of Brachial Plexus Traction Injuries显示文摘 | Haber HP Sinis N Haerle M | 2006 | AJR Am J Roentgenol(S1546- 3141)2006，186，6： | 1 |
| 11 | Effect of Chitosan Supplementation on Antitubercular Drugs-induced Hepatotoxicity in Rats显示文摘 | Santhosh S Sini T K Anandan R | 2006 | Toxicology(S0362-1642)2006，219，13： | 1 |
| 12 | Study on the production of chitin and chitosan from shrimp shell by using Bacillus subtilis fermentation显示文摘 | Theruvathil K. Sini Sethumadhavan Santhosh Paruthapara T. Mathew | 2007 | Carbohydrate Research2007，，16： | 1 |
| 13 | Study of the influence of processing parameters on the production of carboxymethylchitin 显示文摘 | Sini TK Santhosh S Mathew PT | 2005 | Polymer2005，46，9： | 1 |
| 14 | Expression of c-erbB receptors, heregulin and oestrogen receptor in human breast cell lines 显示文摘 | de Fazio A Chiew YE Sini RL | 2000 | Int J Cancer2000，87，4： | 1 |
| 15 | Wnt3a regulates proliferation and migration of HUVEC via canonical and non-canonical Wnt signaling pathways显示文摘 | Samarzija I Sini P Schlange T | 2009 | Biochem Biophys Res Commun2009，386，3： | 1 |
| 16 | FK778ameliorates post-trans-plant expression of fibrogenic growth factors and development ofchronic rejection changes in rat kidney allografts显示文摘 | Jukka M Johanna S Sini E | 2008 | Nephrol DialTransplant2008，23，4： | 1 |
| 17 | On the convergence of the harmonic Bz algorithm in magnetic resonance electrical impedance tomography显示文摘 | Liu J J Seo J K Sini M Woo E J | | 0，，： | 1 |
| 18 | Nerve regeneration across a 2-cm gap in the rat median nerve using a resorbable nerve conduit filled with Schwann cells显示文摘 | Sinis N Schaller HE Schulte-Eversum C | 2005 | Neurosurg2005，103，6： | 1 |
| 19 | The antitumor and antiangiogenic activity of vascular endothelial growth factor receptor inhibition is potentiated by ErbB1 blockade显示文摘 | Sini P Wyder L Schnell C | 2005 | Clin Cancer Res2005，11，12： | 1 |
| 20 | Electrical stimulation of paralyzed vibrissal muscles reduces endplate reinnervation and does not promote motor recovery after facial nerve repair in rats显示文摘 | Sinis N Horn F Genchev B | | 0，，04： | 1 |
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