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Jellyfish Search Optimization with Deep Learning Driven Autism Spectrum Disorder Classification

Computers, Materials & Continua 2023年第1期74卷 2195-2209页

作者： S.Rama Sree Inderjeet Kaur Alexey Tikhonov E.Laxmi Lydia ahmed a.thabit Zahraa H.Kareem Yousif Kerrar Yousif ahmed Alkhayyat Department of Computer Science&Engineering Aditya Engineering CollegeSurampalemAndhra PradeshIndia Department of Computer Science&Engineering Ajay Kumar Garg Engineering CollegeGhaziabadUttar PradeshIndia Department of Human Resource Management Moscow Aviation InstituteMoscowRussia Department of Computer Science and Engineering Vignan’s Institute of Information TechnologyVisakhapatnam530049India Computer Communication Engineering Al-Rafidain University CollegeBaghdadIraq Department of Medical Instrumentation Techniques Engineering Al-Mustaqbal University CollegeHillah51001Iraq Department of Computer Technical Engineering Al-Hadba University CollegeMosulIraq College of Technical Engineering The Islamic UniversityNajafIraq

Autism spectrum disorder(ASD)is regarded as a neurological disorder well-defined by a specific set of problems associated with social skills,recurrent conduct,and *** ASD as soon as possible is favourable due to prior identification of ASD permits prompt interferences in children with *** of ASD related to objective pathogenicmutation screening is the initial step against prior intervention and efficient treatment of children who were ***,healthcare and machine learning(ML)industries are combined for determining the existence of various *** article devises a Jellyfish Search Optimization with Deep Learning Driven ASD Detection and Classification(JSODL-ASDDC)*** goal of the JSODL-ASDDC algorithm is to identify the different stages of ASD with the help of biomedical *** proposed JSODLASDDC model initially performs min-max data normalization approach to scale the data into uniform *** addition,the JSODL-ASDDC model involves JSO based feature selection(JFSO-FS)process to choose optimal feature ***,Gated Recurrent Unit(GRU)based classification model is utilized for the recognition and classification of ***,the Bacterial Foraging Optimization(BFO)assisted parameter tuning process gets executed to enhance the efficacy of the GRU *** experimental assessment of the JSODL-ASDDC model is investigated against distinct *** experimental outcomes highlighted the enhanced performances of the JSODL-ASDDC algorithm over recent approaches.

关键词： Autism spectral disorder biomedical data deep learning feature selection hyperparameter optimization data classification machine learning

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An Evaluation of the Selectivity Characteristics of Different Juvenile Fish Escape Panel Designs for the Demersal Trap Fishery of Abu Dhabi, United Arab Emirates

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Open Journal of Marine Science 2011年第3期1卷 98-107页

作者： Edwin Mark Grandcourt thabit Zahran Al Abdessalaam Stanley Alexander Hartmann ahmed Tarish Al Shamsi Franklin Francis 不详

The selectivity characteristics of 4 juvenile fish escape panel designs and their utility for the regulation of a multi-species demersal trap fishery were evaluated using a suite of objective socio-economic and biological criteria. The panel designs consisted of a control (type A) which had a hexagonal mesh size which was the same as that of the body of the trap (3.5 cm), a rectangular mesh (type B) which was representative of the current regulation (5.0 x 7.6 cm) and 2 escape panels with square meshes of 7.5 x 7.5 cm (type C) and 10.0 x 10.0 cm (type D). The results demonstrated that there was only a limited reduction in the proportion of juvenile fish and by-catch retained for the existing juvenile escape panel design (type B). Furthermore, as the selectivity characteristics for the key species (Epinephelus coioides and Diagramma pictum) were similar to the control type, the predicted increases in yields, revenues and spawning stock biomass were small by comparison. The escape panel with the largest mesh size (type D) retained the least un-utilized and discarded by-catch. Whilst simulations predicted the highest spawner biomass per recruit, long term yields and revenues for the key species, its use was associated with a dramatic short-term decline in revenues which were 23.3% of the value of the control type. Traps fitted with the type C which had a square mesh of 7.5 x 7.5 cm had the lowest juvenile retention and the highest overall score for all the assessment criteria combined. The study provides an empirical basis for gear regulations for the demersal trap fishery of the Emirate of Abu Dhabi and the wider Arabian Gulf region.

关键词： Trap Fisheries Selectivity Escape Panel By-Catch Multi-Species Fisheries

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An Evaluation of the Management Effectiveness of a Stock Re-Building Strategy for a Multi-Species Demersal Trap Fishery in Abu Dhabi, United Arab Emirates

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Open Journal of Marine Science 2011年第3期1卷 82-97页

作者： Edwin Mark Grandcourt thabit Zahran Al Abdessalaam Stanley Alexander Hartmann Franklin Francis ahmed Tarish Al Shamsi 不详

The off-shore demersal trap fishery in the southern Arabian Gulf has been managed by gear regulations and effort constraints which were aimed at rebuilding depleted stocks. In order to evaluate the success of these regulations, a variety of selectivity and other fishery metrics were compared for the key species (Diagramma pictum, Epinephelus coioides and Lethrinus nebulosus) before and after their introduction. With the exception of a minor increase in the mean age at first capture from 1.3 yrs to 1.9 yrs for E. coioides, there were no significant changes in the values or trends in juvenile retention, mean size or the mean sizes and ages at first capture. The comparison of selectivity ogives with data derived independently through an experimental fishing program indicated that the failure of juvenile escape panels to modify the selectivity characteristics of the fishery could not be attributed to a lack of compliance. Furthermore, there were no significant changes in fishing mortality rates, harvest rates, catch, effort, yield per recruit and relative spawner biomass per recruit following the introduction of the management regulations. Age structures were highly truncated and the management measures had failed to increase the relative proportion of older age classes. Stock status indicators suggested that all species were heavily over-exploited with evidence of both growth and recruitment over-fishing. Given the failure of existing regulations to modify gear selectivity, reduce effort and rebuild stocks, the results of the study suggest that management authorities should consider alternative measures including a moratorium on the use of traps in the off-shore demersal fishery of Abu Dhabi.

关键词： Demography Stock Assessment Per Recruit Population Dynamics Tropical Fisheries Management

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The Impact of Severity of Periodontal Bone Loss and the Levels of Glycated Hemoglobin (HbA1c) on the Periodontal Clinical Parameters of the 2017 World Workshop among Type 2 Diabetic Patients in Saudi Arabia

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International Journal of Clinical Medicine 2021年第12期12卷 570-591页

作者： Mohammed M. A. Abdullah Al-Abdaly Amer Hassan Alasmari ahmed Khalid Asiri Saeed J. Alqahtani ahmed Abdulrahman Alzahrani Joharah Mughaddi Alwadai Mohammed Abdullah thabit Periodontics and Community Dental Sciences Department College of Dentistry King Khalid University Abha Saudi Arabia College of Dentistry King Khalid University Abha Saudi Arabia

Background: Type-2 diabetic patients (uncontrolled levels of glucose blood) usually have periodontal diseases and alveolar bone loss. Objectives: The present study was designed to clarify the impact of severity of periodontal bone loss and the levels of glycated hemoglobin (HbA1c) on the periodontal clinical parameters of the 2017 World Workshop among type 2 diabetic patients in Saudi Arabia (Saudi and non-Saudi). Material and Methods: This study was done on 298 type 2 diabetic patients, selected from the internship clinics, College of Dentistry, King Khalid University, Abha, Saudi Arabia. The selection of patients was dependent on the levels of glycated hemoglobin (HbA1c), and they were categorized into controlled (7% HbA1c). All patients were divided according to the severity of periodontal bone loss into three groups, group I: mild periodontal bone loss, group II: moderate periodontal bone loss, and group III: severe periodontal bone loss. Clinical evaluation of periodontal diseases was carried out by clinical parameters according to the 2017 World Workshop. All data were collected and analyzed. A p-value of Results: The severity of periodontal bone loss were determined in controlled type 2 diabetics (7% HbA1c). An increased percentage of patients with severe periodontal bone loss was observed in uncontrolled type 2 diabetics (>7% HbA1c) (42.9%), as compared to controlled type 2 diabetics (7% HbA1c). In contrast, we found an increased mea

关键词： Glycated Hemoglobin Periodontal Bone Loss Saudi Arabia Type 2 Diabetic

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Formulation and Evaluation of Yemeni Potash Alum as Hydrophilic Topical Preparations against Candidiasis and Aspergillosis

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Clinical Complementary Medicine and Pharmacology 2022年第4期2卷 26-38页

作者： Moath Refat Anes A.M.thabit Abdul-Rahman Maqboli Hesham Siddick Rafaʼa MAl-Ghozee Abdul-baqi A.Thabet Manar Refat Aiman Saleh A.Mohammed ahmed Al-Sabati Wu Xin’an College of Pharmaceutical Science Lanzhou UniversityLanzhou 730000GansuChina Department of Pharmacy The First Hospital of Lanzhou UniversityLanzhou 730000GansuChina College of Pharmacy University of Science and TechnologyAl-Hodeidah15201Yemen College of Medical Sciences University of Science and TechnologyAl-Hodeidah15201Yemen College of Pharmacy Sana’a UniversitySana’a1247Yemen Pharmacy department Al-Razi UniversitySana’aYemen Department of Pharmacology Faculty of PharmacyUniversity of AdenAden6312Yemen

Background:Skin and soft tissue infections are *** and Aspergillosis are the most common cutaneous fungal *** alum(Aluminium Potassium Sulphate)is a natural mineral with antifungal and antibacterial ***:This study aimed to confirm Yemeni alum’s antifungal effectiveness against selected fungal strains and develop useful topical ***:Using different alum concentrations,we prepared twenty-three formulations,including four non-adjusted aqueous solutions,eight adjusted pH aqueous solutions,eight glycerite solutions,and three Oil/Water cream ***,we examined the antifungal activity against the suggested *** animal skin irritation test evaluated the local skin sensitivity reactions that might happen upon using the formulations we pre-pared on the intact animal’s ***,this study also included six weeks of stability testing to estimate the expected shelf life(t90)of the selected ***:Alum exerted antifungal effect against Candida albicans,Aspergillus niger,and Aspergillus *** animal’s skin was not irritated by any of the formulations *** 5%alum aqueous solution and the 10%alum Oil/Water cream exhibited promising results among all tested *** approximate formulation’s shelf-lives(t90)were 2 and 1.52 years with alum content(%)ranging between 105.75%to 106.02%,***:Based on the results we found,10%alum Oil/Water cream is a promising formulation for large-scale manufacture.

关键词： Potassium alum Yemeni alum Antifungal Topical preparations Skin soft tissue infections Candidiasis Aspergillosis

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