HERisk: An improved spatio-temporal human health risks assessment software

Neris, Jordan Brizi; Olivares, Diango Manuel Montalván; Santana, César Costapinto; Emenike, PraiseGod C; Velasco, Fermín García; Andrade, Sérgio Fred Ribeiro; Paranhos, Caio Márcio

doi:10.1016/j.scitotenv.2021.145044

Cited by 17 publications

(10 citation statements)

References 26 publications

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“…First, preprocess the original data to normalize the data of different dimensions to the same interval. Then, the training set is used to train the parameters of big data in an unsupervised way, and a set of optimal parameters are obtained through continuous iteration, so that the features learned by the network can better represent the original data [ 8 ]. Finally, the feature representation of the trained new data is used to prepare for the subsequent health status evaluation.…”

Section: Evaluation Model Of Human Health After Sports Trainingmentioning

confidence: 99%

Health Promotion Effects of Sports Training Based on HMM Theory and Big Data

Song

Chen³

2022

Applied Bionics and Biomechanics

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In order to better analyze human health status and guide people to carry out reasonable physical training, this paper puts forward the construction method of human health status evaluation model after sports training based on big data. Firstly, the characteristic information of human health status after sports training is collected based on big data technology, and the evaluation index and evaluation algorithm of human health status after sports training are constructed. The evaluation system of human health status after sports training is constructed. Finally, the experiment proves that the proposed evaluation model of human health status after sports training based on big data has high practicability in the process of practical application and fully meets the research requirements.

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Section: Evaluation Model Of Human Health After Sports Trainingmentioning

confidence: 99%

Health Promotion Effects of Sports Training Based on HMM Theory and Big Data

Song

Chen³

2022

Applied Bionics and Biomechanics

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“…An important method used in the management of polluted areas is the human health risk assessment, which helps with risk management and hazardous area remediation by identifying risks related to exposure to chemical pollutants [ 43 , [85] , [86] , [87] ]. The present study employed the HERisk code, which was developed by Neris et al [ 37 ] as a novel and innovative approach for assessing health risks. The HERisk code is known for its ability to provide quick and accurate risk analysis.…”

Section: Methodsmentioning

confidence: 99%

“…HERisk is a one-of-a-kind method that uses a systematic tool for evaluating risk in connection to all downstream operations, based on US-EPA-approved toxicological guidelines [ 37 ]. The expanded scope and functionality of the HERisk code allows for greater versatility and simplicity in risk assessments, enabling them to be tailored to the changing exposure regime in each location while also accounting for the general impact of aging on the vulnerable population.…”

Section: Introductionmentioning

confidence: 99%

“…The expanded scope and functionality of the HERisk code allows for greater versatility and simplicity in risk assessments, enabling them to be tailored to the changing exposure regime in each location while also accounting for the general impact of aging on the vulnerable population. The HERisk code has been utilized in several studies [ 24 , [37] , [38] , [39] ] to assess the human health risks associated with PHEs in water resources. In a recent study, HERisk was used to evaluate the levels of PTEs in samples of roof-harvested rainwater from wells and storage tanks in Ekpoma, Edo State, Nigeria [ 38 ].…”

Section: Introductionmentioning

confidence: 99%

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Evaluation of oral and dermal health risk exposures of contaminants in groundwater resources for nine age groups in two densely populated districts, Nigeria

Ayejoto¹,

Agbasi²,

Egbueri³

et al. 2023

Heliyon

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“…Further, hazard identification and exposure assessments are key steps ( US EPA, 1991 ) towards the management of risks in the population. Risk assessment ascertains the hazard associated with the intake or absorption of pollutants at different levels within exposed areas ( Neris et al., 2021 ). Estimation of health risks through dietary exposure may be performed using the deterministic and probabilistic approaches ( Meerpoel et al., 2021 ).…”

Section: Introductionmentioning

confidence: 99%

Human health risk assessment of selected metal(loid)s via crayfish (Faxonius virilis; Procambarus acutus acutus) consumption in Missouri

Ikem

Ayodeji

Wetzel

2021

Heliyon

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Farmed crustaceans are an important component in addressing the rising animal protein demand. The present study determined the concentrations of fourteen elements (Ag, As, Be, Cd, Co, Cr, Cu, Fe, Mn, Mo, Ni, Sn, Pb, and Zn) in the edible abdominal muscle of cultured freshwater crayfish species ( Faxonius virilis; Procambarus acutus acutus ) from Missouri. Also, this paper describes the dietary intake and the human health risks from the consumption of crayfish muscle in the adult population. Overall, 172 animals were captured between February 2017 and January 2018 for assessment. Concentrations of metals (Ag, Be, Cd, Cu, Co, Cr, Fe, Mn, Ni, Pb, Sn, Mo, and Zn) and metalloid (As) in the muscle tissue were determined after microwave-assisted acid digestion by ICP - OES. Health indices (EDI/EWI: estimated daily/weekly intakes; THQ: target hazard quotient; TTHQ: total target hazard quotient; ILCR: incremental lifetime cancer risk; and ∑ILCR: cumulative lifetime cancer risk) were calculated and compared to thresholds. Of all samples, the highest concentrations (mg kg −1 wet weight) of metal(loid)s in muscle were Ag (0.11), As (3.15), Be (0.21), Cd (0.11), Co (0.32), Cr (1.22), Cu (107), Fe (23.0), Mn (8.54), Mo (0.62), Ni (2.65), Pb (1.76), Sn (5.91), and Zn (19.2). In both species, the average As, Cd, and Zn concentrations were below the legal limits. However, the levels of Cu, Pb, and As, in some samples, were in exceedance of the maximum levels. In both species, a significant correlation (p < 0.05) was observed between the carapace length (CL) and animal body weight (BW). In P. acutus , CL, BW, and animal total length were homogenous (p > 0.05) among the sexes. Non-parametric Kruskal–Wallis test results indicated significant differences (p < 0.05) in the levels of As, Be, and Zn in F. virilis , and Be and Cr in P. a. acutus among the genders. Significant inter-species differences (p < 0.05) were observed in the levels of Be, Ni, and Pb and the growth factors. The EDI/EWI values were below the permissible limits. THQ and TTHQ values, being below 1.0, indicated no probabilistic health risk. Regarding carcinogenic risk, only As and Ni indicated cancer risk (ILCR >10 −5 and ∑ILCR >10 −5 ) to the adult population. High metals/metalloid exposure from crayfish muscle consumption posed potential health hazards to the adult population.

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HERisk: An improved spatio-temporal human health risks assessment software

Cited by 17 publications

References 26 publications

Health Promotion Effects of Sports Training Based on HMM Theory and Big Data

Health Promotion Effects of Sports Training Based on HMM Theory and Big Data

Evaluation of oral and dermal health risk exposures of contaminants in groundwater resources for nine age groups in two densely populated districts, Nigeria

Human health risk assessment of selected metal(loid)s via crayfish (Faxonius virilis; Procambarus acutus acutus) consumption in Missouri

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