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FAIR Guidelines and Data Regulatory Framework for Digital Health in Nigeria

Data Intelligence 2022年第4期4卷 839-851,1042-1043页

作者： Abdullahi Abubakar Kawu joseph elijah Ibrahim Abdullahi Jamilu Yahaya Maipanuku Sakinat Folorunso Mariam Basajja Francisca Oladipo Hauwa Limanko Ibrahim Department of Computer Science Ibrahim Badamasi Babangida University911101 LapaiNigeria Department of Mathematical Sciences Olabisi Onabanjo UniversityAgo-Iwoye120005 Ogun StateNigeria Leiden Institute of Computer Science 1011NCAmsterdamthe Netherlands Federal University 260101 LokojaNigeria Kampala International University Uganda

Adopting the FAIR Guidelines—that data should be Findable, Accessible, Interoperable and Reusable(FAIR)—in the health data system in Nigeria will help protect data against use by unauthorised parties, while also making data more accessible to legitimate users. However, little is known about the FAIR Guidelines and their compatibility with data and health laws and policies in Nigeria. This study assesses the governance framework for digital and health/e Health policies in Nigeria and explores the possibility of a policy window opening for the FAIR Guidelines to be adopted and implemented in Nigeria’s e Health sector. Ten Nigerian policy documents were examined for mention of the FAIR Guidelines(or FAIR Equivalent terminology) and the 15 sub-criteria or facets. The analysis found that although the FAIR Guidelines are not explicitly mentioned, 70% of the documents contain FAIR Equivalent terminology. The Nigeria Data Protection Regulation contained the most FAIR Equivalent principles(73%) and some of the remaining nine documents also contained some FAIR Equivalent principles(between 0–60%). Accordingly, it can be concluded that a policy window is open for the FAIR Guidelines to be adopted and implemented in Nigeria’s e Health sector.

关键词： FAIR Health data policy FAIR Equivalent terminology

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Evaluation of optimization techniques in predicting optimum moisture content reduction in drying potato slices

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Artificial Intelligence in Agriculture 2020年第1期4卷 39-47页

作者： Onu Chijioke elijah K.Igbokwe Philomena T.Nwabanne joseph O.Nwajinka Charles E.Ohale Paschal Department of Chemical Engineering Nnamdi Azikiwe UniveristyP.M.B.5025 AwkaNigeria Department of Agric and Bioresource Engineering Nnamdi Azikiwe UniveristyP.M.B.5025 AwkaNigeria

The use of artificial intelligence models in predicting the moisture content reduction in the drying of potato(Ipomoea batata)sliceswas the focus of *** models used were adaptive neuro fuzzy inference systems(ANFIS),artificial neural network(ANN)and response surface methodology(RSM).The parameters considered were drying time,drying air speed and *** capability and sensitivity analysis of the three models were evaluated using the correlation coefficient(R2)and some statistical error functions such as the average relative error(ARE),root mean square error(RMSE),Hybrid Fractional Error Function(HYBRID)and absolute average relative error(AARE).The result showed that the three models demonstrated significant predictive behaviourwith R2 of 0.998,0.997 and 0.998 for ANFIS,ANN and *** calculated error functions of ARE(RSM=1.778,ANFIS=1.665 and ANN=4.282)and RMSE(RSM=0.0273,ANFIS=0.0282 and ANN=0.1178)suggested good harmony between the experimental and predicted *** was concluded that though the three models gave adequate predictions that were in good agreement with the experimental data,the RSM and ANFIS gave better model prediction than ANN.

关键词： Moisture content Potato Adaptive neuro fuzzy inference systems Artificial neural network Response surface methodology

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The Harmonic Approximation in Heavy-Ion Reaction Study

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Applied Mathematics 2015年第11期6卷 1831-1841页

作者： Godwin joseph Ibeh elijah Dika Mshelia Department of Physics Nigerian Defence Academy Kaduna Nigeria Department of Physics University of Abuja Abuja Nigeria

The derivation of the harmonic approximation of the Hamiltonian of a model of coupled three-dimensional harmonic oscillator is presented. It is shown how the splitting of the total Hamiltonian into the intrinsic and c... 详细信息

关键词： Harmonic Approximation Energy Dissipation Coupled Oscillators Heavy-Ions Dinuclear System Cluster Model

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