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- Abtahi, Farhad, 1981-, et al.
(author)
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Wearable Sensors Enabling Personalized Occupational Healthcare
- 2018
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In: Intelligent Environments 2018. - Amsterdam : IOS Press. - 9781614998730 - 9781614998747 ; , s. 371-376
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Book chapter (other academic/artistic)abstract
- This paper presents needs and potentials for wearable sensors inoccupational healthcare. In addition, it presents ongoing European and Swedishprojects for developing personalized, and pervasive wearable systems for assessingrisks of developing musculoskeletal disorders and cardiovascular diseases at work.Occupational healthcare should benefit in preventing diseases and disorders byproviding the right feedback at the right time to the right person. Collected datafrom workers can provide evidence supporting the ergonomic and industrial tasksof redesigning the working environment to reduce the risks.
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- Agrawal, Tarun Kumar, 1989-, et al.
(author)
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Blockchain-Based Secured Traceability System for Textile and Clothing Supply Chain
- 2018
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In: Artificial Intelligence for Fashion Industry in the Big Data Era. - Singapore : Springer Nature. - 9789811300790 - 9789811300806 ; , s. 197-208
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Book chapter (other academic/artistic)abstract
- Blockchain has emerged as a prominent and reliable solution that can enable and ensure secure information sharing over wide area networks. In an era of digitalisation, blockchain technology is finding wide applications in multiple fields including implementing traceability in the supply chain. In this direction, this chapter explores its potential application in implementing a blockchain-based traceability system for textile and clothing (T&C) supply chain. It examines the necessity and concept of a traceability system, followed by enlisting advantages of blockchain technology for implementing traceability. Further, a case-based example has been used to explain blockchain application in implementing traceability in T&C supply chain. Finally, it mentions the challenges and limitations of such blockchain-based traceability system that can be addressed through further research.
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- Ahlgren, Per
(author)
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The effects of indexing strategy-query term combination on retrieval effectiveness in a Swedish full text database
- 2004
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Doctoral thesis (other academic/artistic)abstract
- This thesis deals with Swedish full text retrieval and the problem of morphological variation of query terms in the document database. The study is an information retrieval experiment with a test collection. While no Swedish test collection was available, such a collection was constructed. It consists of a document database containing 161,336 news articles, and 52 topics with four-graded (0, 1, 2, 3) relevance assessments. The effects of indexing strategy-query term combination on retrieval effectiveness were studied. Three of five tested methods involved indexing strategies that used conflation, in the form of normalization. Further, two of these three combinations used indexing strategies that employed compound splitting. Normalization and compound splitting were performed by SWETWOL, a morphological analyzer for the Swedish language. A fourth combination attempted to group related terms by right hand truncation of query terms. A search expert performed the truncation. The four combinations were compared to each other and to a baseline combination, where no attempt was made to counteract the problem of morphological variation of query terms in the document database. Two situations were examined in the evaluation: the binary relevance situation and the multiple degree relevance situation. With regard to the binary relevance situation, where the three (positive) relevance degrees (1, 2, 3) were merged into one, and where precision was used as evaluation measure, the four alternative combinations outperformed the baseline. The best performing combination was the combination that used truncation. This combination performed better than or equal to a median precision value for 41 of the 52 topics. One reason for the relatively good performance of the truncation combination was the capacity of its queries to retrieve different parts of speech. In the multiple degree relevance situation, where the three (positive) relevance degrees were retained, retrieval effectiveness was taken to be the accumulated gain the user receives by examining the retrieval result up to given positions. The evaluation measure used was nDCG (normalized cumulated gain with discount). This measure credits retrieval methods that (1) rank highly relevant documents higher than less relevant ones, and (2) rank relevant (of any degree) documents high. With respect to (2), nDCG involves a discount component: a discount with regard to the relevance score of a relevant (of any degree) document is performed, and this discount is greater and greater, the higher position the document has in the ranked list of retrieved documents. In the multiple degree relevance situation, the five combinations were evaluated under four different user scenarios, where each scenario simulated a certain user type. Again, the four alternative combinations outperformed the baseline, for each user scenario. The truncation combination had the best performance under each user scenario. This outcome agreed with the performance result in the binary relevance situation. However, there were also differences between the two relevance situations. For 25 percent of the topics and with regard to one of the four user scenarios, the set of best performing combinations in the binary relevance situation was disjunct from the set of best performing combinations in the multiple degree relevance situation. The user scenario in question was such that almost all importance was placed on highly relevant documents, and the discount was sharp. The main conclusion of the thesis is that normalization and right hand truncation (performed by a search expert) enhanced retrieval effectiveness in comparison to the baseline, irrespective of which of the two relevance situations we consider. Further, the three indexing strategy-query term combinations based on normalization were almost as good as the combination that involves truncation. This holds for both relevance situations.
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- Atefi, Seyed Reza, 1985-
(author)
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Electrical Bioimpedance Cerebral Monitoring : From Hypothesis and Simulation to First Experimental Evidence in Stroke Patients
- 2015
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Doctoral thesis (other academic/artistic)abstract
- Stroke is amongthe leading causes of death worldwide and requires immediate care to prevent death or permanent disability. Unfortunately, the current stateof stroke diagnosis is limited to fixed neuroimaging facilities that do not allow rapid stroke diagnosis. Hence, a portable stroke-diagnosis device could assist in the pre-hospital triage of patients. Moreover, such a portable device could also be useful for bedside stroke monitoring of patients in the Neuro Intensive Care Unit (Neuro-ICU) to avoid unnecessary neuroimaging. Recent animal studies and numerical simulations have supported the idea of implementing Electrical Bioimpedance (EBI) in a portable device, allowing non-invasive assessment as a useful tool for the pre-hospital triage of stroke and Traumatic Brain Injury (TBI) patients. Unfortunately, these studies have not reported any results from human subjects in the acute phase of the stroke. The numerical simulations are also based on simple models that sometimes lack necessary details.Finite Element Method (FEM) simulations on a realistic numerical head model as well as experimental Bioimpedance Spectroscopy (BIS) measurements from human subjectsin the acute, subacute and chronic phasesof stroke were used to answer the following research questions: (i) Does stroke modify the electrical properties of brain tissue in a way that is detectable via EBI? (ii) Would it be possible to detect stroke via EBI as early as in the acute and sub-acute phase?(iii) Is EBI sensitive enough to monitor changes caused by stroke pathogenesis?Using FEM to simulate electrical current injection on the head and study the resulting distribution of electrical potential on the scalp, it was shown that Intra-Cranial Hemorrhage (ICH) affects the quasi-symmetric scalp potential distribution,creating larger left-right potential asymmetry when compared to the healthy head model. Proof-of-concept FEM simulations were also tested in a small cohort of 6ICH patients and 10 healthy controls, showing that the left-right potential difference in the patients is significantly (p<0.05) larger than in the controls. Using bioimpedance measurements in the acute, subacute and chronic phasesof stroke and examining simple features, it was also shown that the head EBI measurements of patients suffering stroke are different from controls, enabling the discrimination of healthy controls and stroke patients at any stage of the stroke. The absolute change in test-retest resistance measurements of the control group (~5.33%) was also found to be significantly (p<0.05) smaller than the EBI measurements of patients obtained 24 hours and 72 hours after stroke onset (20.44%). These results suggested that scalp EBI is sensitive to stroke pathogenesis changesand thususeful for bedside monitoring in the Neuro-ICU. These results suggested that EBI is a potentially useful tool for stroke diagnosis and monitoring.Finally, the initial observations based on a small number of patients, addressing the proposed future work of this thesis, suggested that the average head resistance amplitude of hemorrhagic stroke patients is smaller than in healthy controls, while ischemic stroke patients show a larger resistance amplitude than the controls. Scalp potential asymmetry analysis of healthy, hemorrhagic and ischemic stroke subjects also suggests that these three groups can be separated. However, these results are based on a small number of patients and need to be validated using a larger cohort. Initial observations also showed that the resistance of the EBI measurements of controls is robust between test and retest measurements, showing no significant difference (less than 2% and p>0.05). Subject position during EBI recording (supine or sitting) did not seem to affect the resistance of the EBI measurements (p>0.05). However, age, sex and head size showed significant effects on the resistance measurements. These initial observations are encouraging for further research on EBI for cerebral monitoring and stroke diagnosis. However, at this stage, considering the uncertainties in stroke type differentiation, EBI cannot replace CT but has the potential to be used as a consultation tool.
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| 9. |
- Brante, Thomas, et al.
(author)
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Profession och vetenskap : idéer och strategier för ett professionslärosäte
- 2009
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Reports (other academic/artistic)abstract
- Förord av Björn Brorström, Prorektor Högskolan i Borås Ett professionslärosäte bedriver utbildning och forskning på vetenskaplig grund. Vetenskapliga metoder tillämpas och framkomna resultat prövas för att säkra tillförlitlighet och relevans. Förmågan att problematisera, formulera frågor och välja lämpliga metoder för att besvara frågor är egenskaper för god forskning och utmärkande för en stark utbildnings- och forskningsmiljö. Vid ett professionslärosäte finns samtidigt en stark strävan efter att i utbildning och forskning ta till vara den kunskap och de erfarenheter som professioner besitter och därigenom säkra en hög grad av praktisk relevans. Växelverkan mellan teori och praktik och erfarenhetsutbyte mellan forskare och praktiker är ständigt pågående. Det finns ingen avslutning på processen utan den pågår utan avbrott. En nödvändig förutsättning för ett fruktbart samarbete är en ömsesidig respekt och vilja att stödja och ifrågasätta varandra. Forskaren måste vara beredd på kritik för bristen på praktisk relevans och professionsföreträdaren måste vara beredd på att förtrogenhetskunskapens lämplighet ifrågasätts. Det är en fråga om med- och mothåll från båda håll i syfte att långsiktigt utveckla teori och praktik. Det är en utmaning att utveckla, etablera och därefter kontinuerligt försvara och förbättra professionslärosätet. Ett led i utvecklingen är att inom ramen för Högskolan i Borås föra en debatt om innebörden av ett professionslärosäte och vad vi behöver göra för att förbättra verksamheten. På uppdrag av rektor Lena Nordholm har medarbetare vid Bibliotekshögskolan utvecklat och ansvarat för en seminarieserie benämnd Profession och vetenskap. Seminarierna spände över ett brett fält. En av många viktiga frågor som diskuterades flitigt var huruvida vi ska forska om professioner, i för eller med, eller kanske alltihop samtidigt. Bidragen publiceras nu i denna antologi som ges ut inom ramen för Högskolan i Borås rapportserie Vetenskap för profession. Rapporten Profession och vetenskap – idéer och strategier för ett professionslärosäte, som redigerats av universitetsadjunkt Maria Lindh, kommer att få stor betydelse inom lärosätet och i vårt samarbete med företrädare för näringsliv, kulturliv och offentlig verksamhet. Jag ser det som en intressant fortsättning att anordna ett antal seminarier med inbjudna representanter för professioner där artiklarna i denna rapport kan ligga till grund för erfarenhetsutbyte och diskussioner.
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| 10. |
- Buendia, Ruben, 1982-
(author)
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Improvements in Bioimpedance SpectroscopyData Analysis : Artefact Correction, ColeParameters, and Body Fluid Estimation
- 2013
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Doctoral thesis (other academic/artistic)abstract
- The estimation of body fluids is a useful and common practice in the status assessment of diseasemechanisms and treatments. Electrical bioimpedance spectroscopy (EBIS) methods are non-invasive,inexpensive, and efficient alternatives for the estimation of body fluids. However, these methods areindirect, and their robustness and validity are unclear.Regarding the recording of measurements, a controversy developed regarding a spectrum deviationin the impedance plane, which is caused by capacitive leakage. This deviation is frequentlycompensated for by the extended Cole model, which lacks a theoretical basis; however, there is nomethod published to estimate the parameters. In this thesis, a simplified model to correct thedeviation was proposed and tested. The model consists of an equivalent capacitance in parallel withthe load.Subsequently, two other measurement artefacts were considered. Both artefacts were frequentlydisregarded with regard to total body and segmental EBIS measurements as their influence isinsignificant with suitable skin-electrode contact. However, this case is not always valid, particularlyfrom a textile-enabled measurement system perspective. In the estimation of body fluids, EBIS dataare fitted to a model to obtain resistances at low and high frequencies. These resistances can berelated to body fluid volumes. In order to minimise the influence of all three artefacts on theestimation of body fluids and improve the robustness and suitability of the model fitting the differentdomains of immittance were used and tested. The conductance in a reduced frequency spectrum wasproposed as the most robust domain against the artefacts considered.The robustness and accuracy of the method did not increase, even though resistances at low and highfrequencies can be robustly estimated against measurement artefacts. Thus, there is likely error in therelation between the resistances and volumes. Based on a theoretical analysis, state of the artmethods were reviewed and their limitations were identified. New methods were also proposed. Allmethods were tested using a clinical database of patients involved in growth hormone replacementtherapy. The results indicated EBIS are accurate methods to estimate body fluids, however they haverobustness limits. It is hypothesized that those limits in extra-cellular fluid are primarily due toanisotropy, in total body fluid they are primarily due to the uncertainty ρi, and errors in intra-cellularfluid are primarily due to the addition of errors in extracellular and total body fluid. Currently, theseerrors cannot be prevented or minimised. Thus, the limitations for robustness must be predicted priorto applying EBIS to estimate body fluids.
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