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Modified Wild Horse Optimization with Deep Learning Enabled Symmetric Human Activity Recognition Model

Computers, Materials & Continua 2023年第5期75卷 4009-4024页

作者： Bareen Shamsaldeen Tahir Zainab Salih Ageed sheren sadiq hasan Subhi R.M.Zeebaree Accounting Department College of Administration and EconomicsUniversity of DuhokDuhokIraq Computer Science Department College of ScienceNawroz UniversityDuhokIraq ITM Department Technical College of AdministrativeDuhok Polytechnic UniversityDuhokIraq Energy Eng.Department Technical College of EngineeringDuhok Polytechnic UniversityDuhokIraq

Traditional indoor human activity recognition(HAR)is a timeseries data classification problem and needs feature ***,considerable attention has been given to the domain ofHARdue to the enormous amount of its real-time uses in real-time applications,namely surveillance by authorities,biometric user identification,and health monitoring of older *** extensive usage of the Internet of Things(IoT)and wearable sensor devices has made the topic of HAR a vital subject in ubiquitous and mobile *** more commonly utilized inference and problemsolving technique in the HAR system have recently been deep learning(DL).The study develops aModifiedWild Horse Optimization withDLAided Symmetric Human Activity Recognition(MWHODL-SHAR)*** major intention of the MWHODL-SHAR model lies in recognition of symmetric activities,namely jogging,walking,standing,sitting,*** the presented MWHODL-SHAR technique,the human activities data is pre-processed in various stages to make it compatible for further processing.A convolution neural network with an attention-based long short-term memory(CNNALSTM)model is applied for activity *** MWHO algorithm is utilized as a hyperparameter tuning strategy to improve the detection rate of the CNN-ALSTM *** experimental validation of the MWHODL-SHAR technique is simulated using a benchmark *** extensive comparison study revealed the betterment of theMWHODL-SHAR technique over other recent approaches.

关键词： Human activity recognition symmetry deep learning machine learning pattern recognition time series classification

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Solar Radiation Prediction Using Satin Bowerbird Optimization with Modified Deep Learning

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Computer Systems Science & Engineering 2023年第9期46卷 3225-3238页

作者： sheren sadiq hasan Zainab Salih Agee Bareen Shamsaldeen Tahir Subhi R.M.Zeebaree ITM Department Technical College of AdministrativeDuhok Polytechnic UniversityDuhokIraq Computer Science Department College of ScienceNawroz UniversityDuhokIraq Accounting Department College of Adminstration and EconomicsUniversity of DuhokDuhokIraq Energy Eng.Department Technical College of EngineeringDuhok Polytechnic UniversityDuhokIraq

Solar energy will be a great alternative to fossil fuels since it is clean and *** photovoltaic(PV)mechanism produces sunbeams’green energy without noise or *** PV mechanism seems simple,seldom malfunctioning,and easy to *** energy productivity significantly contributes to smart grids through many small PV *** solar radiation(SR)prediction could substantially reduce the impact and cost relating to the advancement of solar *** recent times,several SR predictive mechanism was formulated,namely artificial neural network(ANN),autoregressive moving average,and support vector machine(SVM).Therefore,this article develops an optimal Modified Bidirectional Gated Recurrent Unit Driven Solar Radiation Prediction(OMBGRU-SRP)for energy *** presented OMBGRU-SRP technique mainly aims to accomplish an accurate and time SR prediction *** accomplish this,the presented OMBGRU-SRP technique performs data preprocessing to normalize the solar ***,the MBGRU model is derived using BGRU with an attention mechanism and skip *** last,the hyperparameter tuning of the MBGRU model is carried out using the satin bowerbird optimization(SBO)algorithm to attain maximum prediction with minimum error *** SBO algorithm is an intelligent optimization algorithm that simulates the breeding behavior of an adult male Satin Bowerbird in the *** experiments were conducted to demonstrate the enhanced SR prediction *** experimental values highlighted the supremacy of the OMBGRU-SRP algorithm over other existing models.

关键词： Solar radiation prediction deep learning parameter optimization energy management sustainability

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Autologous CD34^+ and CD133^+ stem cells transplantation in patients with end stage liver disease

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World Journal of Gastroenterology 2010年第42期16卷 5297-5305页

作者： Hosny Salama Abdel-Rahman N Zekri Abeer A Bahnassy Eman Medhat Hanan A Halim Ola S Ahmed Ghada Mohamed sheren A Al Alim Ghada M Sherif Tropical Medicine Department El-Kasr Al-Aini School of MedicineKasr Al-Aini st.Kasr AlAini11977 CairoEgypt Virology and Immunology Unit Cancer Biology DepartmentNational Cancer InstituteCairo UniversityKasr Al-Aini st.Fom El-Khaleeg11976 CairoEgypt Pathology Department National Cancer InstituteCairo UniversityKasr Al-Aini st.Fom El-Khaleg11976 CairoEgypt Biostatistics and Epidemiology Department National Cancer InstituteCairo University11976 CairoEgypt

AIM:To assess the utility of an autologous CD34 + and CD133 + stem cells infusion as a possible therapeutic modality in patients with end-stage liver ***:One hundred and forty patients with endstage liver diseases were randomized into two *** 1,comprising 90 patients,received granulocyte colony stimulating factor for five days followed by autologous CD34 + and CD133 + stem cell infusion in the portal *** 2,comprising 50 patients,received regular liver treatment only and served as a control ***:Near normalization of liver enzymes and improvement in synthetic function were observed in 54.5% of the group 1 patients;13.6% of the patients showed stable states in the infused *** of the patients in the control group showed *** adverse effects were ***:Our data showed that a CD34 + and CD133 + stem cells infusion can be used as supportive treatment for end-stage liver disease with satisfactory tolerability.

关键词： CD34 CD133 Stem cell Liver Hepatitis C virus

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Laparoscopy and the Era of ART in Unexplained Primary Infertility: Randomized Clinical Trial

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Open Journal of Obstetrics and Gynecology 2019年第12期9卷 1586-1594页

作者： Adel E. El-Gergawy sheren B. Elbohoty Obstetrics and Gynecology Department Faculty of Medicine Tanta University Tanta Egypt

OBJECTIVES: To compare the outcomes (effectiveness and safety) of laparoscopic surgery as a treatment option of unexplained primary infertil-ity with ART. DESIGN: Randomized prospective clinical trial. PATIENTS AND METHODS: 536 patients with primary unexplained infertility diag-nosed by normal hormonal profile and ovulatory at ovulation testing, nor-mal HSG, and normal semen analysis were randomized according to com-puter based system into: group I, 267 patients were managed with laparos-copy with aim of diagnosis and treatment. While in group II, 269 patients were treated by controlled ovarian stimulation and IUI up to 3 trials, if failed ICSI was performed. We calculated cumulative pregnancy outcome after two years for each group. RESULTS: In group I, Laparoscopic find-ings were as follow: minimal to mild endometriosis was found in 83 cases (31.1%), moderate to severe endometriosis 44 cases (16.5%) managed by adhesiolysis and ablation-excision of endometriotic implants. The preg-nancy rate after two years was 55.4% (46 cases), 38.6% (17 cases) in both respectively, significant periadnexal and pelvic adhesions 41 cases (15.3%) managed by adhesiolysis with pregnancy occurred in 22 cases (53.7%), while laparoscopy revealed hypo plastic tubes 33 cases (12.4%), and 66 cases (24.6%) remained unexplained. With the expectant manage-ment, pregnancy rate was 21.2% (7 cases), and 15.2% (10 cases) respec-tively. The overall pregnancy rate in group I is 102 cases (38.2%). In group II, 114 cases (42.3) got pregnant as 27 cases (8.78%) by IUI, and 87 cases (33.52%) by ICSI. OHSS occurred in 3 cases, multiple pregnancy occurred in 13 cases, abortion and miscarriage 6 cases in group II, while 2 cases of ectopic pregnancy in group I, and the patients of both groups did not suffer any significant operative complications. CONCLUSION: Laparoscopy is safe and effective as a treatment option in unexplained infertility and its performance provides diagnostic findings which are valuable i

关键词： Infertility Unexplained Laparoscopy ART

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Single and Hybrid Design Polycaprolactone （PCL） Scaffolds： Cell Culture Study

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材料科学与工程（中英文A版） 2013年第5期3卷 315-320页

作者： Md Enamul Hoque Yong Leng Chuan Ian Pashby Siti sheren Aini Angela Ng Min Hwei Ruszymah Idrus Department of Mechanical Materials and Manufacturing Engineering University of Nottingham Malaysia Campus Malaysia Tissue Engineering Centre Universiti Kebangsaan Malaysia Medical Centre Malaysia

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