265 research outputs found
Predictive analytics framework for accurate estimation of child mortality rates for Internet of Things enabled smart healthcare systems
Get PDFGlobally, under-five child mortality is a substantial health problem. In developing countries, reducing child mortality and improving child health are the key priorities in health sectors. Despite the significant reduction in deaths of under-five children globally, developing countries are still struggling to maintain an acceptable mortality rate. Globally, the death rate of under-five children is 41 per 1000 live births. However, the death rate of children in developing nations like Pakistan and Ethiopia per 1000 live births is 74 and 54, respectively. Such nations find it very challenging to decrease the mortality rate. Data analytics on healthcare data plays a pivotal role in identifying the trends and highlighting the key factors behind the children deaths. Similarly, predictive analytics with the help of Internet of Things based frameworks significantly advances the smart healthcare systems to forecast death trends for timely intervention. Moreover, it helps in capturing hidden associations between health-related variables and key death factors among children. In this study, a predictive analytics framework has been developed to predict the death rates with high accuracy and to find the significant determinants that cause high child mortality. Our framework uses an automated method of information gain to rank the information-rich mortality variables for accurate predictions. Ethiopian Demographic Health Survey and Pakistan Demographic Health Survey data sets have been used for the validation of our proposed framework. These real-world data sets have been tested using machine learning classifiers, such as Naïve Bayes, decision tree, rule induction, random forest, and multi-layer perceptron, for the prediction task. It has been revealed through our experimentation that Naïve Bayes classifier predicts the child mortality rate with the highest average accuracy of 96.4% and decision tree helps in identifying key classification rules covering the factors behind children deaths
Smart Healthcare Using Data-Driven Prediction of Immunization Defaulters in Expanded Program on Immunization (EPI)
Get PDFImmunization is a noteworthy and proven tool for eliminating life-threating infectious diseases, child mortality and morbidity. Expanded Program on Immunization (EPI) is a nation-wide program in Pakistan to implement immunization activities, however the coverage is quite low despite the accessibility of free vaccination. This study proposes a defaulter prediction model for accurate identification of defaulters. Our proposed framework classifies defaulters at five different stages: defaulter, partially high, partially medium, partially low, and unvaccinated to reinforce targeted interventions by accurately predicting children at high risk of defaulting from the immunization schedule. Different machine learning algorithms are applied on Pakistan Demographic and Health Survey (2017-18) dataset. Multilayer Perceptron yielded 98.5% accuracy for correctly identifying children who are likely to default from immunization series at different risk stages of being defaulter. In this paper, the proposed defaulters' prediction framework is a step forward towards a data-driven approach and provides a set of machine learning techniques to take advantage of predictive analytics. Hence, predictive analytics can reinforce immunization programs by expediting targeted action to reduce dropouts. Specially, the accurate predictions support targeted messages sent to at-risk parents' and caretakers' consumer devices (e.g., smartphones) to maximize healthcare outcomes
KNOWLEDGE, ATTITUDE AND PRACTICES REGARDING SAFETY, TRANSMISSION AND RISK & PREVENTIVE FACTORS OF HEPATITIS B IN JUNIOR DOCTORS IN PAKISTAN
No full textBackground: Hepatitis B is the disease of liver caused by a virus (HBV) that can lead to cirrhosis of liver and hepatocellular carcinoma (HCC). In this study we studied and compared knowledge, attitude and practices regarding safety, transmission of Hepatitis B in junior doctors.
Methods: This descriptive cross sectional study was conducted in Lahore General Hospital, Lahore, Pakistan started from April 2019 and completed in August 2019. Our study subjects were junior doctors and paramedical staff. 204 people were engaged in our study after being explained with the whole study process and informed consent from them.
Results: We studied on a population of 204. 84 (41.2%) were males and 120 (58.8%) were females. 196 (96.1%) of our total subjects knew that Hepatitis transmits from exposure to blood or blood products. 192 (94.1%) knew that all children do need Hepatitis B vaccine. About protection from Hepatitis B by wearing gloves, 179 (87.7%) had opinion that it does protect. 146 (71.6%) participants thought that Hepatitis B is a contagious disease, 53 (26.0%) had idea as hepatitis not being a contagious disease. 175 (85.8%) subjects had their perspective as blood test is the only way to rule out if the person is having Hepatitis B or not. 202 (99.0%) said that the safe disposal of needles is important in control of Hepatitis. 191 (93.6%) of population knew that Hepatitis can cause serious liver disease. 174 (85.3%) subjects said that Hepatitis B can cause liver cirrhosis. 158 (77.5%) said that Hepatitis B can cause Liver Cancer. 176 (86.3%) knew that death can be caused by Hepatitis B. 157 (77.0%) subjects said that there is a treatment available for Hepatitis B. 167 (81.9%) were vaccinated against Hepatitis B. 175 (85.8%) had concept about booster dose. The families of 139 (68.1%) had screening for Hepatitis B.
Conclusions: Our study population had knowledge about the transmission and various risks and preventive factors of Hepatitis B
Keywords: Hepatitis B, Knowledge and attitude, Junior Doctors.Abeera Ejaz, Kainat Abid, Muhammad Usman, Azhar Hussai
نادم سیتاپوری کی خاکہ نگاری
No full textSyed Muhammad Azhar Naadim Sitapuri (1914-1983) is a renowned name in our literary history. He wrote many novels, short stories, sketches and research articles. He was an eminent journalist, too. One aspect of Nadim's works is his pen-sketches. He wrote sketches of various personalities. This article evalutes the pen-sketches written by Nadim Sitapuri, with a reference to the historical background of sketch-writing in Urdu.
Scenario planning & its manifestation in plans
Get PDFUrban planning deals with shaping communities, cities and regions with the aim of making them sustainable for future generations. One of the ways to plan for an unexpected future is by using scenario planning technique. This planning method produces a set of structurally different, but plausible futures that highlight outcomes of relevant policies / regulations and helps a community to prepare for the future. While scenario planning efforts are common, the extent to which it affects plans is not well understood.
In this project, I study regional and city-wide plans of Austin and Denver with a view to analyze whether results of scenario planning process (preferred scenarios and ensuing policies and regulations) are incorporated into various planning documents of cities/regions or not? I started the process by reviewing scenario planning exercise of respective cities and regions, followed by review of regional and city plans with an aim to find connections between planning documents and scenario planning effort. It is a narrative account of how scenario planning exercises have helped in making informed decisions to address future concerns through respective plans.
It is found that scenario planning helps in making informed decisions as to how regions and cities want to address and shape an unpredictable future. However, its usage lacks consistency as it is not used uniformly by local governments and organizations within a region. Austin benefits more from scenario exercise as complete process involves interaction between members of the community and representatives from local governing bodies, whereas Denver region predominantly uses it for policy making. Scenario planning is also recommended to be used with consistency within an entire region in developing and updating relevant plans so that there is a uniformity in the complete region as to how it wants to plan for and address the future both at local and regional level. The variation in the employment of this technique among cities / regions may be attributed to several factors including financial constraints, staff resources and non-availability of relevant data for creation of meaningful scenarios.
The limitation of the study is that scenario planning results are hard to assess since they warrant time and implementation of all the prescribed policies / regulations elucidated in local and regional plans. Therefore, evaluation of the results should be carried out after due course of time in consultation with relevant authorities who can comment on implementation on policies.Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2021-08-01The student, Muhammad Usman, accepted the attached license on 2019-07-15 at 17:54.The student, Muhammad Usman, submitted this Thesis for approval on 2019-07-15 at 17:56.This Thesis was approved for publication on 2019-07-16 at 15:21.DSpace SAF Submission Ingestion Package generated from Vireo submission #14329 on 2019-11-26 at 13:05:58Made available in DSpace on 2019-11-26T20:49:30Z (GMT). No. of bitstreams: 2
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Modelling Value of Time for Trip Chains in Daily Schedules
No full textAbstractThe decision about spending time on an activity, switching to the next activity and transport mode used to travel to the next activity location depends on money value of time; opportunity cost of time at activity. Optimal condition of transition between two activities occurs when their marginal utility of time is equal. The presented framework in this paper models the marginal utility of activity to express the money benefit earned by spending each unit of time at the given activity. The proposed model is generalized for the schedule with any number of activities as contrast to previous studies, where such models were used for schedules with fixed number of activities. This framework can be used to calculate the loss in value of time due decreased activity participation resulting from travel delays
A coordinated Framework for Optimized Charging of EV Fleet in Smart Grid
No full textAbstractElectric vehicles can be sustainable alternative in contrast to conventional fossil fuel powered vehicles only if the green energy is used to power them. Without coordination among electric vehicles and grid operator, it can imbalance the power production and demand. This paper presents an automated coordinated mechanism among EV fleet and the grid operator that plans a charging strategy for electric vehicles while sustaining the grid capacity constraints. The intelligent planner plans the charging strategy at the cheaper moments and keep the vehicle charged enough to complete its scheduled trips It suggests a charging pattern for the electric vehicle by using the time dependent electric prices and available power at the given time slots. It also ensures the cheapest charging cost and fulfills the constraints of battery state of the charge. A central power tracker is also introduced which keeps track of the available and required power at each time slot. According to the current market share of the electric vehicles, a fraction of the daily agendas, created by an operational activity-based model, is used to test the framework. Moreover, an experiment has been set up, it makes use of wind and solar renewable energy to power the vehicles
Ghargham Hajiya Kaltume Bulama Gana (The biography of Hajiya Kaltume Bulama Gana)
Get PDFThe entire document is available for download as a single PDF file. Higher-resolution images may be available upon request. For technical assistance, please contact [email protected]. Fieldwork Team: Dr. Mustapha Hashim Kurfi (Principal Investigator), Hauwa Usman (Local Project Manager), Alhaji Abubakar Maikudi Aishat (General Field Facilitator). Technical Team: Prof. Fallou Ngom (Project Director and former Director of the African Studies Center), and Eleni Castrol (Technical Lead, BU Libraries). These collections on Gender in Nigerian Ajami Manuscripts are copied as part of the African Studies Center’s African Ajami Library. Access Condition and Copyright: These materials are subject to copyright. All rights reserved to the author. For use, distribution or reproduction contact Professor Fallou Ngom ([email protected]). Required Citation: Kurfi, M. H., Hauwa U., Ngom, F., and Castro, E. (2020). African Ajami Library: Gender in Nigerian Ajami Manuscripts. Boston: Boston University Libraries: http://hdl.handle.net/2144/41953. For Inquiries: Please Contact Professor Fallou Ngom ([email protected]).Provenance / Custodial history: This manuscript is owned and authored by Professor Aliyu Muhammad of the Department of Arts, Ahmadu Bello University Zaria in Kaduna state, Nigeria. The owner documented and wrote about the life and works of Hajiya Kaltume Bulama Gana. Written in the Mashriqi script, the document is complete and is typed.This document deals with the biography of Hajiya Kaltume Bulama Gana, a Northern Nigerian Muslim woman who is educated in and practicing Islamic arts as a profession. She established a non-profit organization that educates children, including young women and girls affected by the Boko Haram insurgency so that they can become self-reliant and acquire new vocational skills. Written in 2019, this Kanuri Ajami text contains two parts: The first part deals with the life and works of Hajiya Kaltume Bulama Gana, and the second is an interview transcript with her. In the interview, she discusses her non-profit organization, her Herwa Heart of Art Initiative. This part provides details on how she established the organization and her successes and challenges. In the last part of the interview, she discusses how philanthropists and the general public can support her organization in order to use the arts to assist the orphans and children displaced and traumatized by Boko Haram in Borno state and beyond.The contents of this collection were developed with support of the Title VI National Resource Center grant # P015A180164 from the U.S. Department of Education. However, those contents do not necessarily represent the policy of the U.S. Department of Education, and you should not assume endorsement by the Federal Government
Curriculum Management In Improving The Quality Of Education
No full textBasically, curriculum management has three stages, namely planning, implementation and evaluation. The three stages of management are integrative which determine the success of the school curriculum. Curriculum management is one of the important components in an educational institution where curriculum management is very influential on the quality of education. Education is said to be of quality if it has succeeded in creating outputs whose results are in accordance with the goals that have been set. The purpose of this study was to determine the planning, implementation and evaluation of curriculum management in improving the quality of education at SMA Al-Azhar Menganti. This research uses a qualitative approach with the type of case study research. Data collection is done by observation, interviews, and documentation. Data analysis uses data reduction, data presentation and data verification. Based on the results of the research that has been done, it can be concluded that curriculum planning begins with the formation of a quality assurance team that will prepare a context and SWOT analysis, then based on the results of the analysis a curriculum development team is formed which will compile curriculum documents at the education unit level. Implementation of the curriculum begins with socialization and training to teachers in preparing learning tools. then the evaluation process is carried out with learning supervision, teacher performance assessment, monthly evaluation and evaluation at the end of the school year
Athar al-Shi‘r fī Tadwīn al-Aḥdāth al-Tārīkhīyah fī al-Qarn al-Tāsi‘ ‘Ashar: Qaṣīdat al-Shaykh Muhammadu Bello ibn al-Shaykh Usman ibn Fodio fī Ghazwat Kano Unmūdhajān
No full textPoetry is a notable record for historical events, a tool for arousing enthusiasm and a capability of emotional expression that drives society. The objective of this article is to investigate and appraise the degree for special literary description on poetic influence in the recording of historical events in the 19th century in Nigeria. The article contains a biography of the poet Shaykh Muhammadu Bello bin Sheikh Usman bin Fodio and preamble that will assist in understanding the meaning of historical Arabic poetry. The theme of this article comprises the meaning of historical Arabic poetry, word expression, skills in the language of poetry, the poet’s artistic doctrine, and the belief of the poet feels. The poetry of historical events is counted among the best poems in Arabic literature of the past and present period. The author collected lots of data and will use the descriptive and analytical methods in carrying out the research
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