Volume 5, Issue 4最新文献_第4页

Smart Health Monitoring and Management Using Internet ofThings, Artificial Intelligence with Cloud Based Processing 基于物联网、人工智能和云处理的智能健康监测和管理

Volume 5, Issue 4 Pub Date : 2020-10-16 DOI: 10.46243/jst.2020.v5.i6.pp93-99

{"title":"Smart Health Monitoring and Management Using Internet of\u0000Things, Artificial Intelligence with Cloud Based Processing","authors":"","doi":"10.46243/jst.2020.v5.i6.pp93-99","DOIUrl":"https://doi.org/10.46243/jst.2020.v5.i6.pp93-99","url":null,"abstract":": Smart health monitoring system is a system that shortens the distance between a patient and the relevant\u0000medical organization. These systems have rapidly evolved during the past two decades and have the potential to\u0000change the way health cases are currently delivered. The Internet of Things (IoT) is an innovation for smart health\u0000management. It provides monitoring patients remotely and guarantees giving patients the medication and getting\u0000complete health care without the latter getting infected. As we know that the NovelCorona-virus also known as\u0000covid-19 expanded its impacts from China and still expands its catchment, national as well as international\u0000measures are being taken to contain the outbreak such as the placing of lockdown in nations. As a result, many\u0000people are being infected making the hospital incapable of providing proper healthcare.\u0000This paper proposes a smart health system that monitors the patients holding the coronavirus remotely and to\u0000protect the lives of the health service members (like physicians, nurses) from infection. This smart system observes\u0000patients by using sensors, to gather rich information every minute seconds. This benefits the patient as well as the\u0000service members because the physicians can observe the patient while freeing up beds in the hospitals for the\u0000critical cases.","PeriodicalId":23534,"journal":{"name":"Volume 5, Issue 4","volume":"59 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77789447","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Face Detection with Machine Learning and Open CV Classifier 基于机器学习和开放CV分类器的人脸检测

Volume 5, Issue 4 Pub Date : 2020-10-16 DOI: 10.46243/jst.2020.v5.i6.pp100-106

{"title":"Face Detection with Machine Learning and Open CV Classifier","authors":"","doi":"10.46243/jst.2020.v5.i6.pp100-106","DOIUrl":"https://doi.org/10.46243/jst.2020.v5.i6.pp100-106","url":null,"abstract":"In the last few years, face recognitions owned considerable consideration and liked together of the\u0000foremost used functions within the area of image evaluation and recognition. Face detection reflects on\u0000consideration of an incredible section of face attention operations. The technique of face detection in pixels is\u0000elaborate with many features’ variabilities provided throughout human faces. Faces include pose, expression, smile,\u0000role and orientation, pores and complexion, the presence of glasses or facial hair, variations in digicam gain,\u0000lighting conditions, and photo resolutions. Haar Cascade classifier is of outstanding assist when performing this\u0000undertaking smoothly. Face detection goes to possess a dramatic impression on the face detection field, as a result,\u0000familiarizing yourself with its functions like attendance recording system with the help of camera, Mask detection\u0000system.\u0000In this paper, we proposed a face detection system for the utilization of computer learning, especially OpenCV. The\u0000mandatory step required is face detection which we did with the usage of a broadly used step referred to as the\u0000haarcascade_frontalface_default classifier, python and its module.","PeriodicalId":23534,"journal":{"name":"Volume 5, Issue 4","volume":"40 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85382300","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Wideband Compact Dual Frequency Dipole Microstrip PatchAntenna 宽带紧凑型双频偶极微带patchanantenna

Volume 5, Issue 4 Pub Date : 2020-10-16 DOI: 10.46243/jst.2020.v5.i6.pp87-92

引用次数: 0

Performance Comparison of Convolutional Neural Network-basedmodel using Gradient Descent Optimization algorithms for theClassification of Low Quality Underwater Images 基于卷积神经网络的梯度下降优化模型在低质量水下图像分类中的性能比较

Volume 5, Issue 4 Pub Date : 2020-10-15 DOI: 10.46243/jst.2020.v5.i5.pp227-236

{"title":"Performance Comparison of Convolutional Neural Network-based\u0000model using Gradient Descent Optimization algorithms for the\u0000Classification of Low Quality Underwater Images","authors":"","doi":"10.46243/jst.2020.v5.i5.pp227-236","DOIUrl":"https://doi.org/10.46243/jst.2020.v5.i5.pp227-236","url":null,"abstract":"Underwater imagery and analysis plays a major role in fisheries management and fisheries science\u0000helping developing efficient and automated tools for cumbersome tasks such as fish species identification, stock\u0000assessment and abundance estimation. Majority of the existing tools for analysis still leverage conventional\u0000statistical algorithms and handcrafted image processing techniques which demand human interventions and are\u0000inefficient and prone to human errors. Computer vision based automated algorithms need a better generalisation\u0000capability and should be made efficient to address the ambiguities present in the underwater scenarios, and can be\u0000achieved through learning based algorithms based on artificial neural networks. This paper research about utilising\u0000the Convolutional Neural Network (CNN) based models for under water image classification for fish species\u0000identification. This paper also analyses and evaluates the performance of the proposed CNN models with different\u0000optimizers such as the Stochastic Gradient Descent (SGD),Adagrad, RMSprop, Adadelta, Adam and Nadam on\u0000classifying ten classes of images from the Fish4Knowledge(F4K) database.","PeriodicalId":23534,"journal":{"name":"Volume 5, Issue 4","volume":"29 10 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82729906","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Motion Detection and Prediction Using Machine LearningAlgorithm 基于机器学习算法的运动检测与预测

Volume 5, Issue 4 Pub Date : 2020-10-14 DOI: 10.46243/jst.2020.v5.i5.pp220-226

引用次数: 0

Gravity of The Sun, The Main Force Operating That Changes TheLocation of The Earth’s Axis of The Earth’s Mantle And,Accordingly, The Location of The Equator 太阳引力是改变地幔地轴位置的主要力量，因此也改变了赤道的位置

Volume 5, Issue 4 Pub Date : 2020-10-14 DOI: 10.46243/jst.2020.v5.i5.pp188-191

引用次数: 0

Development and Charecterization of Caffeine and QuercetinLoaded Nasal Niosomal In-Situ Gel for Treatment of Depression 咖啡因和槲皮素负载鼻腔Niosomal原位凝胶治疗抑郁症的研制与表征

Volume 5, Issue 4 Pub Date : 2020-10-14 DOI: 10.46243/jst.2020.v5.i5.pp171-187

{"title":"Development and Charecterization of Caffeine and Quercetin\u0000Loaded Nasal Niosomal In-Situ Gel for Treatment of Depression","authors":"","doi":"10.46243/jst.2020.v5.i5.pp171-187","DOIUrl":"https://doi.org/10.46243/jst.2020.v5.i5.pp171-187","url":null,"abstract":"Caffeine and Quercetin both are used in combination for the treatment of patient with depression as they\u0000are adenosine antagonist due to which they elevate the level of neurotransmitters. The study was designed with two\u0000aims. First, is to enhance the solubility and bioavailability of BCS Class II i.e. Quercetin; secondly to ease\u0000administration of the formulation to the patient with depression. The culmination of this study, the caffeine and\u0000quercetin loaded niosomal in-situ gel for nose-to-brain delivery was formulated. Niosomes were prepared and\u0000optimized by using definitive screening design whereas, the Niosomal in-situ gel were prepared and optimized using\u0000central composite design. The vesicle size of the optimized batch was found to be 0.281±0.26µm. The % EE of all\u0000niosomal batches was found to be in a range of 81.52±0.21% to 98.72±0.16% for Caffeine and 94.3±0.31 to\u000099.73±0.23 for Quercetin and the cumulative % release was found to be in a range of 72.09±0.18% to 103.3±0.26%\u0000for Caffeine and 10.9±0.31% to 37.06±0.15% for Quercetin at 4hrs. DSC, FTIR studies were performed for pure\u0000drug and optimized niosomal batch. All the gels as per design were formulated, where the Spreadability was found\u0000to be in range of 5.1±0.26cm to 7.9±0.16cm and viscosity after gelation in range of 1800±0.11cps to 4780±0.26cps.\u0000The % drug permeated was found to be in range of 85.86±0.015% to 98.61±0.024% for Caffeine and 22.65±0.19%\u0000to 33.23±0.34% for Quercetin at 6hrs. These results indicated that niosomal In-situ gel can be used to enhance the\u0000bioavailability of drug by directly delivering the drug to the brain by avoiding first pass effect","PeriodicalId":23534,"journal":{"name":"Volume 5, Issue 4","volume":"3 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85794341","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Herbal Nanogel Formulation: A Novel Approch 草药纳米凝胶配方:一种新方法

Volume 5, Issue 4 Pub Date : 2020-10-13 DOI: 10.46243/jst.2020.v5.i5.pp149-153

引用次数: 3

Assessment of Waste To Energy Generation Potential of MunicipalSolid Waste: A Case Study of South Delhi 城市固体废物转化为能源的潜力评价:以南德里为例

Volume 5, Issue 4 Pub Date : 2020-10-13 DOI: 10.46243/jst.2020.v5.i5.pp162-170

引用次数: 1

Formulation and Optimization of Pulsatile Tablet for CircadianRhythm of Blood Pressure 血压昼夜节律脉动片的处方与优化

Volume 5, Issue 4 Pub Date : 2020-10-13 DOI: 10.46243/jst.2020.v5.i5.pp204-219

{"title":"Formulation and Optimization of Pulsatile Tablet for Circadian\u0000Rhythm of Blood Pressure","authors":"","doi":"10.46243/jst.2020.v5.i5.pp204-219","DOIUrl":"https://doi.org/10.46243/jst.2020.v5.i5.pp204-219","url":null,"abstract":"Circadian rhythm is a 24-hour cycle of human body, the body different aspect in the morning as compare\u0000to afternoon or night. The blood pressure rises in two time in a day, one is at early morning and second one is at\u0000evening.The aim of present project work was to design the pulsatile tablet for treatment of blood pressure with\u0000combination drug therapy. in most cases it is seen that the increasing in Plasma norepinephrine level and plasma\u0000renin activity in the morning; both hormones are potential to induce coronary vasoconstriction, therefore, there is a\u0000need to a such formulation who achieve peak plasma concentration of drug at morning and can control morning\u0000spate of B.P. The pulsatile release of nebivolol after the lag time with sustain release of curcumin which maintain\u0000the severity of blood Pressure. The Formulation of Core tablet of nebivolol was prepared by using superdisintegrate by direct compression with diluent. F10 batch was found to be optimized formulation as it shown\u0000potent drug release within short time. The lag time was prolonged with an increase of the coating level, whereas the\u0000drug release rate was almost constant, irrespective of the coating level the lag time of nebivolol was found to be 8 to\u00008.5hrsand drug release after 9hrs. drug release was above 95% after lag time with constant release of curcumin.\u0000Hence, this approach can provide a useful means and may be helpful for patients with morning spate of BP and\u0000development of PDDS of combination drug therapy is a promising approach to overcome the side effect of single\u0000drug i.e. nebivolol drug therapy and also oral drug delivery.","PeriodicalId":23534,"journal":{"name":"Volume 5, Issue 4","volume":"45 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84206807","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0