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MOALG: A Metaheuristic Hybrid of Multi-Objective Ant Lion Optimizer and Genetic Algorithm for Solving Design Problems

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Computers, Materials & Continua 2024年第3期78卷 3489-3510页

作者： Rashmi Sharma Ashok Pal Nitin mittal Lalit Kumar Sreypov Van Yunyoung Nam Mohamed Abouhawwash Department of Mathematics Chandigarh UniversityGharuanMohali140413India Deaprtment of Industry 4.0 Shri Vishwakarma Skill UniversityPalwal121102India Department of ICT Convergence Soonchunhyang UniversityAsan31538Korea Department of Computational Mathematics Science and Engineering(CMSE)College of EngineeringMichigan State UniversityEast LansingMI 48824USA Department of Mathematics Faculty of ScienceMansoura UniversityMansoura35516Egypt

This study proposes a hybridization of two efficient algorithm’s Multi-objective Ant Lion Optimizer Algorithm(MOALO)which is a multi-objective enhanced version of the Ant Lion Optimizer Algorithm(ALO)and the Genetic Algorithm(GA).MOALO version has been employed to address those problems containing many objectives and an archive has been employed for retaining the non-dominated *** uniqueness of the hybrid is that the operators like mutation and crossover of GA are employed in the archive to update the solutions and later those solutions go through the process of MOALO.A first-time hybrid of these algorithms is employed to solve multi-objective *** hybrid algorithm overcomes the limitation of ALO of getting caught in the local optimum and the requirement of more computational effort to converge *** evaluate the hybridized algorithm’s performance,a set of constrained,unconstrained test problems and engineering design problems were employed and compared with five well-known computational algorithms-MOALO,Multi-objective Crystal Structure Algorithm(MOCryStAl),Multi-objective Particle Swarm Optimization(MOPSO),Multi-objective Multiverse Optimization Algorithm(MOMVO),Multi-objective Salp Swarm Algorithm(MSSA).The outcomes of five performance metrics are statistically analyzed and the most efficient Pareto fronts comparison has been *** proposed hybrid surpasses MOALO based on the results of hypervolume(HV),Spread,and *** primary objective of developing this hybrid approach has been achieved *** proposed approach demonstrates superior performance on the test functions,showcasing robust convergence and comprehensive coverage that surpasses other existing algorithms.

关键词： Multi-objective optimization genetic algorithm ant lion optimizer metaheuristic

Honeymoon phase in type 1 diabetes mellitus: A window of opportunity for diabetes reversal?

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World Journal of Clinical Cases 2024年第1期12卷 9-14页

作者： Madhukar mittal Pradakshna Porchezhian Nitin Kapoor Department of Endocrinology and Metabolism All India Institute of Medical Sciences JodhpurJodhpur 342005India Department of Endocrinology Diabetes and MetabolismChristian Medical College and HospitalVellore 632004Tamil NaduIndia

The knowledge of the pathogenesis of type 1 diabetes mellitus(T1DM)continues to rapidly *** natural course of the disease can be described in four clinical stages based on the autoimmune markers and glycemic *** all individuals of T1DM progress in that specific *** hereby present a case of T1DM with a classical third phase(honeymoon phase)and discuss the intri-cacies of this interesting phase along with a possible future promise of“cure”with the use of *** now know that the course of T1DM may not be in only one direction towards further progression;rather the disease may have a waxing and waning course with even reversal of type 1 diabetes concept being *** third phase popularly called the“honeymoon phase”,is of special interest as this phase is complex in its *** honeymoon phase of T1DM seems to provide the best window of opportunity for using targeted therapies using various immunomodulatory agents leading to the possibility of achieving the elusive“diabetes reversal”in *** this phase is therefore the key,with a lot of varying criteria having been proposed.

关键词： Diabetes reversal Diabetes remission Type 1 diabetes Honeymoon phase Immunomodulation

Navigating breast cancer brain metastasis:Risk factors,prognostic indicators,and treatment perspectives

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World Journal of Clinical Oncology 2024年第5期15卷 594-598页

作者： Jayalingappa Karthik Amit Sehrawat mayank Kapoor Deepak Sundriyal Department of Medical Oncology Haematology All India Institute of Medical Sciences RishikeshRishikesh 249203UttarakhandIndia

In this editorial,we comment on the article by Chen et *** specifically focus on the risk factors,prognostic factors,and management of brain metastasis(BM)in breast cancer(BC).BC is the second most common cancer to have BM after lung *** risk factors for BM in BC are:HER-2 positive BC,triplenegative BC,and germline BRCA *** factors associated with BM are lung metastasis,age less than 40 years,and African and American *** though risk factors associated with BM in BC are elucidated,there is a lack of data on predictive models for BM in *** studies have been made to formulate predictive models or nomograms to address this issue,where age,grade of tumor,HER-2 receptor status,and number of metastatic sites(1 vs>1)were predictive of BM in metastatic ***,none have been used in clinical *** Comprehensive Cancer Network recommends screening of BM in advanced BC only when the patient is symptomatic or suspicious of central nervous system symptoms;routine screening for BM in BC is not recommended in the *** decreases the quality of life and will have a significant psychological *** studies are required for designing validated nomograms or predictive models for BM in BC;these models can be used in the future to develop treatment approaches to prevent BM,which improves the quality of life and overall survival.

关键词： Breast cancer Brain metastasis HER2 positive Metastatic breast cancer Risk factors,Predictive models

Tumor infiltrating lymphocytes in gastric cancer:Unraveling complex interactions for precision medicine

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World Journal of Clinical Oncology 2024年第4期15卷 478-481页

作者： mayank Kapoor Amit Sehrawat Jayalingappa Karthik Deepak Sundriyal Department of Medical Oncology Haematology All India Institute of Medical Sciences RishikeshRishikesh 249203India

This editorial will focus on tumor immunity and the factors that alter the tumor immune *** role of tumor infiltrating lymphocytes(TILs)will also be discussed in detail,including the types,mechanism of action,and *** cancer(GC)often presents in the advanced stage and has various factors predicting the *** interplay of these factors and their correlation with the TILs is discussed.A literature review revealed high intratumoral TILs associated with higher grade,HER2-,and Helicobacter pylori ***,stromal(ST)TILs correlated with lower grade and lesser recurrence risk in *** TILs in ST and invasive border also correlated with mismatch repair deficiency *** characterization of the CD3+,CD8+,and other cells is also *** the future,this complex correlation of cancer cells with the immune system can be explored for therapeutic avenues.

关键词： Tumor infiltrating lymphocytes Gastric cancer Helicobacter pylori HER-2-neu

Sclerosing Mucoepidermoid Cancer: A Unique Entity

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Open Journal of Endocrine and Metabolic Diseases 2024年第5期14卷 107-114页

作者： Ashima mittal Christina Dimech Farhad Hasan Gayatri Jaiswal Division of Endocrinology Allegheny Health Network Pittsburgh Pennsylvania USA

Sclerosing mucoepidermoid thyroid cancer (SMECE) is a rare entity with less than 100 cases reported in the literature. Previously considered to have an indolent course, however, recent evidence has reported an aggressive nature ranging from local invasion to distant metastasis. We present a 66-year-old Caucasian female with SMECE who initially presented neck compressive symptoms. A thyroid ultrasound (US) revealed a solid hypoechoic mass replacing the left thyroid lobe. Fine needle aspiration cytology (FNAC) of the nodule resulted in suspicion of Papillary Thyroid Cancer, Bethesda category 5. The patient underwent total thyroidectomy and surgical pathology showed SMECE. Post-therapy whole-body scan following treatment with 150 mCi I-131 showed no residual or metastatic disease. SMECE is more common in females, between the third to eighth decade of life. Preoperative diagnosis may not be accurate given variable cytopathologic features. Differential diagnoses include primary squamous cell carcinoma of the thyroid, squamous differentiation of other thyroid malignancies, anaplastic thyroid cancer and nodular sclerosing variety of Hodgkin’s lymphoma. Due to its rarity, treatment of SMECE has ranged from thyroid surgery without or with radioactive iodine therapy, to surgery and external beam radiation and even chemotherapy.

关键词： Sclerosing Mucoepidermoid Cancer Papillary Thyroid Cancer Thyroid Cancer

Geochemistry and mineralogy of beach sediments in the northern Gulf of Mexico,Tamaulipas state, Mexico: implication for provenance

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Journal of Palaeogeography 2024年第3期13卷 375-400页

作者： mayank Shukla Sanjeet K.Verma Mayla A.Ramos-Vázquez John S.Armstrong-Altrin Karla R.Hernández-Martínez Sumit Mishra Vivek P.Malviya Héctor Hernández-Mendoza Posgrado de la División de Geociencias Aplicadas Instituto Potosino de Investigación Científica y Tecnológica (IPICYT) División de Geociencias Aplicadas Instituto Potosino de Investigación Científica y Tecnológica (IPICYT) Universidad Nacional Autónoma de México Instituto de Ciencias del Mar y Limnología Unidad de Procesos Oceanicos y Costeros Ciudad Universitaria Department of Marine Sciences Bharathidasan University Instituto de Geociencias Universidad Nacional Autónoma de México Department of Applied Geology Dr.Harisingh Gour Central University Instituto de Investigación de Zonas Desérticas Universidad Autónoma de San Luis Potosí Universidad del Centro de México

Geochemical and mineralogical studies were performed in the La Pesca(LP) and Tesoro Altamira(TA) beach sediments, located in the Tamaulipas state, northern Gulf of Mexico. The main aim of this study is to infer the weathering history and provenance and to discriminate the tectonic environment of the beach sediments. The sediments are composed of quartz with small amounts of accessory minerals such as plagioclase, calcite, orthoclase, microcline, and zircon. Both beach sediments are classified as fine-grained and very well sorted, however LP has coarse skewed and leptokurtic sediments, whereas TA has fine-skewed and very leptokurtic sediments. The chemical index of weathering(CIW') indicates intense weathering in the source area. The quartz grain microtextures in the LP and TA are classified into mechanical, chemical, and mechanical/chemical origin. Mechanical features such as fractures, pits, percussion marks, abrasion fatigue, and V-shaped marks favor high-energy littoral, fluvial, subaqueous-marine, and aeolian environments. The chemical features indicate solution pits and crystalline overgrowth, which suggests a silica saturated marine environment. The mechanical/chemical features display adhering particles and elongated depressions suggest formation in a sub-aqueous nearshore marine environment. Major and trace elements-based provenance discrimination diagrams indicate a felsic source derived from the Mesa Central(MC), Sierra Madre Oriental(SMOr) and Oaxaquia terranes. The major and trace element concentrations imply a passive margin setting for the northern Gulf of Mexico, which is consistent with the general geology.

关键词： Beach sediments Geochemistry Mineralogy Provenance Tamaulipas Tectonic setting

Deep Learning-Based Mask Identification System Using ResNet Transfer Learning Architecture

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Computer Systems Science & Engineering 2024年第2期48卷 341-362页

作者： Arpit Jain Nageswara Rao Moparthi A.Swathi Yogesh Kumar Sharma Nitin mittal Ahmed Alhussen Zamil S.Alzamil MohdAnul Haq Department of Computer Science and Engineering KoneruLakshmaiah Education FoundationVaddeswaram522302India Department of Computer Science and Engineering Sreyas Institute of Engineering and TechnologyHyderabad500068India University Centre for Research and Development Chandigarh UniversityMohali140413India Department of Computer Engineering College of Computer and Information SciencesMajmaah UniversityAl-Majmaah11952Saudi Arabia Department of Computer Science College of Computer and Information SciencesMajmaah UniversityAl-Majmaah11952Saudi Arabia

Recently,the coronavirus disease 2019 has shown excellent attention in the global community regarding health and the *** Health Organization(WHO)and many others advised controlling Corona Virus Disease in *** limited treatment resources,medical resources,and unawareness of immunity is an essential horizon to *** all resources,wearing a mask is the primary non-pharmaceutical intervention to stop the spreading of the virus caused by Severe Acute Respiratory Syndrome Coronavirus 2(SARS-CoV-2)*** countries made masks mandatory to prevent *** such enforcement,automatic and effective face detection systems are *** study presents a face mask identification approach for static photos and real-time movies that distinguishes between images with and without *** contribute to society,we worked on mask detection of an individual to adhere to the rule and provide awareness to the public or *** paper aims to get detection accuracy using transfer learning from Residual Neural Network 50(ResNet-50)architecture and works on detection *** experiment is tested with other popular pre-trained models such as Deep Convolutional Neural Networks(AlexNet),Residual Neural Networks(ResNet),and Visual Geometry Group Networks(VGG-Net)advanced *** proposed system generates an accuracy of 98.4%when modeled using Residual Neural Network 50(ResNet-50).Also,the precision and recall values are proved as better when compared to the existing *** outstanding work also can be used in video surveillance applications.

关键词： Transfer learning depth analysis convolutional neural networks(CNN) COVID-19

Role of Cholesterol Crystals During Acute Myocardial Infarction and Cerebrovascular Accident

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Cardiovascular Innovations and Applications 2017年第B5期2卷 347-362页

作者： Jagadeesh K.Kalavakunta,MD mayank K.mittal,MD Abed Janoudi,PhD Oliver G.Abela,MD Fadi Alreefi,MD George S.Abela,MSc,MD Department of Cardiology Michigan State University/Borgess Medical CenterKalamazooMIUSA Department of Medicine/Cardiology Michigan State UniversityEast LansingMIUSA Department of Medicine/Cardiology University of NevadaLas VegasUSA

Cholesterol crystals have long been recognized as part of atherosclerotic *** have been visualized by light microscopy as empty spaces or imprints where crystals were once present and then dissolved by tissue ***,until now,their role in atherosclerosis and plaque rupture had been considered to be ***,by the processing of tissue without ethanol it was possible to visualize their extensiveness and potential role in tissue ***,it was demonstrated that cholesterol expands in volume when crystallizing from the liquid to the solid state,which is the presumed cause of plaque rupture by sharp-tipped crystals growing out of the plaque's necrotic *** cally,in patients who died of myocardial infarction,all culprit coronary lesions had extensive cholesterol crystals perforating the fibrous cap and intima,while those patients who died of other causes and had plaques did not have crystals perforating the cap and ***,cholesterol crystals traveling downstream from the plaque rupture site can scrape the endothelium and promote ***,cholesterol crystals lodging into the muscle can trigger an inflammation with necrosis independent of circulatory compromise or *** findings suggest that cholesterol crystals could play a critical role in plaque rupture,as well as vascular and myocardial injury.

关键词： cholesterol crystals myocardial infarction stroke

Barriers in early detection of colorectal cancer and exploring potential solutions

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World Journal of Clinical Oncology 2024年第7期15卷 811-817页

作者： Maryam Aleissa Ernesto Raul Drelichman Vijay K mittal Jasneet Singh Bhullar Department of Surgery Ascension Providence HospitalMichigan State University College of Human MedicineSouthfieldMI 48075United States College of Medicine Princess Norah University HospitalRiyadh 11564Saudi Arabia

This editorial discusses the literature review article by Tonini and Zanni,the paper was published in January 2024,and the authors provided very interesting conclusions regarding existing barriers to the early diagnosis of colon *** cancers do not have identifiable precursors,or there are currently no screening tests to find ***,these cancers do not have preventive screening *** detection is crucial for reducing mortality rates by identifying cancer at an earlier stage through screening,as opposed to no *** cancer develops from precancerous lesions,which can be detected early and potentially prevented and *** detection leads to improved survival rates,decreased complications,and reduced healthcare *** editorial provides a brief description of the biology of colon cancer,emphasizing the contrast in outcomes between early detection and late *** also describe screening programs around the globe and examine the barriers in each ***,we explore potential future solutions to enhance inclusion in screening programs and improve patient compliance.

关键词： Colon cancer Rectal cancer Early detection