| 1. |
- Minhaj, Syed Usama, et al.
(författare)
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How SIC-enabled LoRa Fares under Imperfect Orthogonality?
- 2021
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Ingår i: IWCMC 2021. - : IEEE. - 9781728186160 ; , s. 729-734
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Konferensbidrag (refereegranskat)abstract
- With the increase of connected Internet-of-things (IoT) devices, the need for low-power wide-area networks (LP-WANs) is imminent, and LoRaWAN is one such technology that offers an elegant solution to the problem of long-range communication and battery consumption. A parameter of special interest in LoRaWAN is the spreading factor (SF), and it is often assumed that communication between different SFs is independent of each other. However, this claim has been practically debunked by many works, proving that SFs have imperfect orthogonality. To maximize connectivity and throughput, several techniques have been introduced, such as non-orthogonal-multiple-access (NOMA) and dynamic resource allocation. NOMA is getting a lot of attention recently, especially for IoT networks, because it embraces interference and tries to obtain desired information packets from corrupted ones. Furthermore, NOMA can be easily implemented on the base-station side by using the principle of successive interference cancellation (SIC). In this paper, we investigate how SIC, under the assumption of imperfect orthogonality of SF channels, can be used to increase the performance of the system. We find the expressions for success and coverage probability considering various SF allocation schemes and found the most efficient scheme for different scenarios.
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| 2. |
- Minhaj, Syed Usama, et al.
(författare)
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Intelligent Resource Allocation in LoRaWAN Using Machine Learning Techniques
- 2023
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Ingår i: IEEE Access. - 2169-3536. ; 11, s. 10092-10106
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Tidskriftsartikel (refereegranskat)abstract
- With the ubiquitous growth of Internet-of-things (IoT) devices, current low-power wide-area network (LPWAN) technologies will inevitably face performance degradation due to congestion and interference. The rule-based approaches to assign and adapt the device parameters are insufficient in dynamic massive IoT scenarios. For example, the adaptive data rate (ADR) algorithm in LoRaWAN has been proven inefficient and outdated for large-scale IoT networks. Meanwhile, new solutions involving machine learning (ML) and reinforcement learning (RL) techniques are shown to be very effective in solving resource allocation in dense IoT networks. In this article, we propose a new concept of using two independent learning approaches for allocating spreading factor (SF) and transmission power to the devices using a combination of a decentralized and centralized approach. SF is allocated to the devices using RL for contextual bandit problem, while transmission power is assigned centrally by treating it as a supervised ML problem. We compare our approach with existing state-of-the-art algorithms, showing a significant improvement in both network level goodput and energy consumption, especially for large and highly congested networks.
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| 3. |
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| 4. |
- Kazmi, Bilal, et al.
(författare)
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Thermodynamic and economic assessment of cyano functionalized anion based ionic liquid for CO2 removal from natural gas integrated with, single mixed refrigerant liquefaction process for clean energy
- 2022
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Ingår i: Energy. - : Pergamon Press. - 0360-5442 .- 1873-6785. ; 239
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Tidskriftsartikel (refereegranskat)abstract
- The study proposes a novel integrated process in which ionic liquid is utilized to control carbon dioxide (CO2) emissions from the natural gas combined with a single mixed refrigerant-based liquefaction process to assist safe transportation over long distances providing a sustainable and cleaner energy. Commercially amines are utilized for CO2 sequestration, but amines entail energy-intensive regeneration with elevated process costs. The present study offers a solvent screening mechanism based on important parameters such as heat of dissolution, viscosity, selectivity, working capacity, vapor pressure, corrosivity, and toxicity. The selected solvents' performance is computed by sensitivity analysis suggesting imidazolium-based cation 1-hexyl-3-methylimidazolium[Hmim] functionalized with tricyanomethanide(tcm) as anion a potential natural gas sweetening solvent in comparison with commercially used solvent monoethanoloamine(MEA), conventional ILs 1-butyl-3-methylimidazolium hexa-fluorophosphate [Bmim][Pf(6)] and 1-butyl-3-methylimidazolium methyl sulfate [Bmim][MeSO4]. The obtained sweet gas is liquefied using a single mixed refrigerant-based process providing 0.99 mol fraction of liquefied CH4 with less overall specific compression power requirement of 0.41 kW/kg of natural gas. Moreover, an exergy analysis demonstrates that the [Hmim][tcm] based process has lower total exergy destruction of 7.49 x 10(3) kW and is found to utilize less overall specific energy consumption 0.49 kWh/kg of NG in contrast to other studied solvents. Furthermore, a detailed economic analysis establishes [Hmim][tcm]-based CO2 integrated with liquefaction technology offers 50.7%, 74.4%, and 85.8% of total annualized cost (TAC) savings compared with the MEA-amim][Pf(6)]-, and [Bmim][MeSO4], respectively. Hence, [Hmim][tcm] for CO2 removal and integration with liquefaction process will incur unit cost based on the total annualized cost to be $2.2 x 10(4)/kmol of purified NG.
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| 5. |
- Micah, Angela E., et al.
(författare)
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Tracking development assistance for health and for COVID-19 : a review of development assistance, government, out-of-pocket, and other private spending on health for 204 countries and territories, 1990-2050
- 2021
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Ingår i: The Lancet. - : Elsevier. - 0140-6736 .- 1474-547X. ; 398:10308, s. 1317-1343
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Forskningsöversikt (refereegranskat)abstract
- Background The rapid spread of COVID-19 renewed the focus on how health systems across the globe are financed, especially during public health emergencies. Development assistance is an important source of health financing in many low-income countries, yet little is known about how much of this funding was disbursed for COVID-19. We aimed to put development assistance for health for COVID-19 in the context of broader trends in global health financing, and to estimate total health spending from 1995 to 2050 and development assistance for COVID-19 in 2020. Methods We estimated domestic health spending and development assistance for health to generate total health-sector spending estimates for 204 countries and territories. We leveraged data from the WHO Global Health Expenditure Database to produce estimates of domestic health spending. To generate estimates for development assistance for health, we relied on project-level disbursement data from the major international development agencies' online databases and annual financial statements and reports for information on income sources. To adjust our estimates for 2020 to include disbursements related to COVID-19, we extracted project data on commitments and disbursements from a broader set of databases (because not all of the data sources used to estimate the historical series extend to 2020), including the UN Office of Humanitarian Assistance Financial Tracking Service and the International Aid Transparency Initiative. We reported all the historic and future spending estimates in inflation-adjusted 2020 US$, 2020 US$ per capita, purchasing-power parity-adjusted US$ per capita, and as a proportion of gross domestic product. We used various models to generate future health spending to 2050. Findings In 2019, health spending globally reached $8. 8 trillion (95% uncertainty interval [UI] 8.7-8.8) or $1132 (1119-1143) per person. Spending on health varied within and across income groups and geographical regions. Of this total, $40.4 billion (0.5%, 95% UI 0.5-0.5) was development assistance for health provided to low-income and middle-income countries, which made up 24.6% (UI 24.0-25.1) of total spending in low-income countries. We estimate that $54.8 billion in development assistance for health was disbursed in 2020. Of this, $13.7 billion was targeted toward the COVID-19 health response. $12.3 billion was newly committed and $1.4 billion was repurposed from existing health projects. $3.1 billion (22.4%) of the funds focused on country-level coordination and $2.4 billion (17.9%) was for supply chain and logistics. Only $714.4 million (7.7%) of COVID-19 development assistance for health went to Latin America, despite this region reporting 34.3% of total recorded COVID-19 deaths in low-income or middle-income countries in 2020. Spending on health is expected to rise to $1519 (1448-1591) per person in 2050, although spending across countries is expected to remain varied. Interpretation Global health spending is expected to continue to grow, but remain unequally distributed between countries. We estimate that development organisations substantially increased the amount of development assistance for health provided in 2020. Continued efforts are needed to raise sufficient resources to mitigate the pandemic for the most vulnerable, and to help curtail the pandemic for all. Copyright (C) 2021 The Author(s). Published by Elsevier Ltd.
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| 6. |
- Haider, Syed Imran, et al.
(författare)
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Patient educational level and use of newly marketed drugs : a register-based study of over 600,000 older people
- 2008
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Ingår i: European Journal of Clinical Pharmacology. - : Springer Science and Business Media LLC. - 0031-6970 .- 1432-1041. ; 64:12, s. 1215-1222
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Tidskriftsartikel (refereegranskat)abstract
- Objective To examine the association between educational level and the use of newly marketed drugs (NMD) among elderly persons. Methods We conducted a register-based, retrospective, cross-sectional study of 626,258 people aged 75-89 years who filled at least one drug prescription from August to October 2005 and who, consequently, were registered in the Swedish Prescribed Drug Register (SPDR). Data from the SPDR were record-linked to the Swedish National Inpatient Register and the Education Register. Newly marketed drugs were defined as new chemical entities that had been approved in Sweden between 2000 and 2004. Results Overall, NMD were prescribed to 7.3% of the study population. The use of NMD increased with increasing educational level (6.9% for the lowest educated elderly and 8.1% for the highest educated elderly), and education was associated with NMD [odds ratio (OR) 0.82; 95% confidence interval (CI)] 0.80-0.88 for <9 compared with >= 13 years of education) after adjustment for age, sex, type of residential area and number of dispensed drugs. Decreasing educational level was associated with a lower probability of using most of the NMD, especially oseltamivir (adjusted OR 0.16; 95% CI 0.12-0.22 for <9 years of education compared with >= 13 years of education) and ezetimibe. Conclusions This study suggests that education-related inequalities in NMD use may exist even in a healthcare system that claims to ensure a high degree of equity. Future research is required to explain why educational level influences the selection of new drugs and whether it has any impact on health outcomes.
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| 7. |
- Haider, Syed Imran
(författare)
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Socioeconomic differences in drug use among older people : trends, polypharmacy, quality and new drugs
- 2008
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Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
- Polypharmacy and potentially inappropriate drug use (IDU) is a major patient safety and public health concern in the elderly, resulting in an increased likelihood of adverse drug reactions, drug-drug interactions (DDI), hospitalization, poor quality of life and mortality. This doctoral thesis investigated the complex relationship between drug use and socioeconomic position (SEP) and characterized the drug use, quality of prescribing, development of drug use over time, and use of new drugs in the elderly. The data were derived from the Swedish Panel Study of the Living Conditions of the Oldest Old (SWEOLD) project (Studies I and II) and from the Swedish Prescribed Drug Register (SPDR), National Inpatient Register and Education Register (Studies III and IV). The SWEOLD Project is a national representative, community-based study on living conditions of people aged >=77 years in Sweden. The SPDR is a new health register which contains data on all dispensed prescriptions to the entire Swedish population. The major findings are summarized below. Study I. The relationship between drug use and SEP (measured by education, occupation, or income), was investigated using SWEOLD 2002 survey data. Polypharmacy (use of five or more drugs) was observed in 42% of the elderly. Low education was associated with polypharmacy (OR = 1.46, 95% CI, 1.02-2.07), after controlling for age and sex. The tendency for an association between low education and polypharmacy remained (OR = 1.40, 95% CI 0.96-2.05), however not conclusive, after adjustment for age, sex, comorbidity, and marital status. We did not observe any association between occupation or income and polypharmacy. Study II. Changes in drug use between educational groups during one decade were based on comparison of the two SWEOLD surveys (1992 and 2002). Overall drug use and mean number of drugs used per person increased between the years. The prevalence of polypharmacy increased more than twofold (from 18% in 1992 to 42% in 2002). In both SWEOLD surveys, the less educated reported polypharmacy more often (19% in 1992 and 46% in 2002) than the higher educated (12% in 1992 and 36% in 2002). Potential DDI also increased, both among the less educated (14% in 1992 to 26% in 2002) and the higher educated (18% in 1992 to 24% in 2002). These changes were most prominent among low educated women. Study III. The association of polypharmacy with education was verified using the nationwide SPDR. In addition, relationship between excessive polypharmacy, potential IDU and educational level was investigated. The low educated had a higher probability of polypharmacy (OR: 1.11, 95% CI: 1.10-1.12), excessive polypharmacy (OR: 1.15, 95% CI: 1.13-1.17) and IDU (OR: 1.09, 95% CI: 1.09-1.17), after adjustment for age, sex, comorbidity and type of residential area (urban/rural). Low educated elderly women were slightly more likely to have polypharmacy and excessive polypharmacy and IDU than low educated men. Study IV. The association between educational level and use of newly marketed drugs (NMD) was investigated. Use of NMD was associated with low education (OR: 0.82; 95% CI: 0.80 0.88 for <9 compared with >=13 years of education), after adjustment for age, sex, type of residential area, and number of dispensed drugs. Decreasing educational attainment was associated with a lower probability of using most of the NMD, especially oseltamivir and ezetimibe. Conclusions: Low socioeconomic position increases the risk of drug use, polypharmacy, excessive polypharmacy, potential IDU, and potential DDI. Polypharmacy, potential DDI, and most kinds of drugs usage have increased within a decade. Although low educated elderly have a higher drug use than high educated, the low educated use new drugs to lesser extent. Today, the main focus of medication safety programs is on clinical aspects. Future programs of rational drug therapy should also involve socioeconomic aspects surrounding drug use. This study shows that inequalities in drug use may exist even in a health care system that claims to ensure a high degree of equity.
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| 8. |
- Hudson, Thomas J., et al.
(författare)
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International network of cancer genome projects
- 2010
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Ingår i: Nature. - : Springer Science and Business Media LLC. - 0028-0836 .- 1476-4687. ; 464:7291, s. 993-998
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Tidskriftsartikel (refereegranskat)abstract
- The International Cancer Genome Consortium (ICGC) was launched to coordinate large-scale cancer genome studies in tumours from 50 different cancer types and/or subtypes that are of clinical and societal importance across the globe. Systematic studies of more than 25,000 cancer genomes at the genomic, epigenomic and transcriptomic levels will reveal the repertoire of oncogenic mutations, uncover traces of the mutagenic influences, define clinically relevant subtypes for prognosis and therapeutic management, and enable the development of new cancer therapies.
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| 9. |
- Kabir, Ahmad H., et al.
(författare)
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Role of Silicon Counteracting Cadmium Toxicity in Alfalfa (Medicago sativa L.)
- 2016
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Ingår i: Frontiers in Plant Science. - : Frontiers Media S.A.. - 1664-462X. ; 7
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Tidskriftsartikel (refereegranskat)abstract
- Cadmium (Cd) is one of the most phytotoxic elements causing an agricultural problem and human health hazards. This work investigates whether and how silicon (Si) ameliorates Cd toxicity in Alfalfa. The addition of Si in Cd-stressed plants caused significant improvement in morpho-physiological features as well as total protein and membrane stability, indicating that Si does have critical roles in Cd detoxification in Alfalfa. Furthermore, Si supplementation in Cd stressed plants showed a significant decrease in Cd and Fe concentrations in both roots and shoots compared with Cd-stressed plants, revealing that Si-mediated tolerance to Cd stress is associated with Cd inhibition in Alfalfa. Results also showed no significant changes in the expression of two metal chelators [MsPCS1 (phytochelatin synthase) and MsMT2 (metallothionein)] and PC (phytochelatin) accumulation, indicating that there may be no metal sequestration or change in metal sequestration following Si application under Cd stress in Alfalfa. We further performed a targeted study on the effect of Si on Fe uptake mechanisms. We observed the consistent reduction in Fe reductase activity, expression of Fe-related genes [MsIRT1 (Fe transporter), MsNramp1 (metal transporter) and OsFRO1 (ferric chelate reductase] and Fe chelators (citrate and malate) by Si application to Cd stress in roots of Alfalfa. These results support that limiting Fe uptake through the down-regulation of Fe acquisition mechanisms confers Si-mediated alleviation of Cd toxicity in Alfalfa. Finally, an increase of catalase (CAT), ascorbate peroxidase (APX) and superoxide dismutase (SOD) activities along with elevated methionine and proline subjected to Si application might play roles, at least in part, to reduce H2O2 and to provide antioxidant defense against Cd stress in Alfalfa. The study shows evidence of the effect of Si on alleviating Cd toxicity in Alfalfa and can be further extended for phytoremediation of Cd toxicity in plants.
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| 10. |
- Li, Constance H., et al.
(författare)
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Sex differences in oncogenic mutational processes
- 2020
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Ingår i: Nature Communications. - : Springer Science and Business Media LLC. - 2041-1723. ; 11
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Tidskriftsartikel (refereegranskat)abstract
- Sex differences have been observed in multiple facets of cancer epidemiology, treatment and biology, and in most cancers outside the sex organs. Efforts to link these clinical differences to specific molecular features have focused on somatic mutations within the coding regions of the genome. Here we report a pan-cancer analysis of sex differences in whole genomes of 1983 tumours of 28 subtypes as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium. We both confirm the results of exome studies, and also uncover previously undescribed sex differences. These include sex-biases in coding and non-coding cancer drivers, mutation prevalence and strikingly, in mutational signatures related to underlying mutational processes. These results underline the pervasiveness of molecular sex differences and strengthen the call for increased consideration of sex in molecular cancer research.
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| 11. |
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| 12. |
- Shahzad, Raja Khurram, et al.
(författare)
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Detection of Spyware by Mining Executable Files
- 2010
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Konferensbidrag (refereegranskat)abstract
- Spyware represents a serious threat to confidentiality since it may result in loss of control over private data for computer users. This type of software might collect the data and send it to a third party without informed user consent. Traditionally two approaches have been presented for the purpose of spyware detection: Signature-based Detection and Heuristic-based Detection. These approaches perform well against known Spyware but have not been proven to be successful at detecting new spyware. This paper presents a Spyware detection approach by using Data Mining (DM) technologies. Our approach is inspired by DM-based malicious code detectors, which are known to work well for detecting viruses and similar software. However, this type of detector has not been investigated in terms of how well it is able to detect spyware. We extract binary features, called n-grams, from both spyware and legitimate software and apply five different supervised learning algorithms to train classifiers that are able to classify unknown binaries by analyzing extracted n-grams. The experimental results suggest that our method is successful even when the training data is scarce.
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| 13. |
- Wang, Gang, et al.
(författare)
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Spirometric phenotypes from early childhood to young adulthood : a Chronic Airway Disease Early Stratification study
- 2021
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Ingår i: ERJ Open Research. - : ERS Publications. - 2312-0541. ; 7:4
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Tidskriftsartikel (refereegranskat)abstract
- Background: The prevalences of obstructive and restrictive spirometric phenotypes, and their relation to early-life risk factors from childhood to young adulthood remain poorly understood. The aim was to explore these phenotypes and associations with well-known respiratory risk factors across ages and populations in European cohorts.Methods: We studied 49334 participants from 14 population-based cohorts in different age groups (⩽10, >10–15, >15–20, >20–25 years, and overall, 5–25 years). The obstructive phenotype was defined as forced expiratory volume in 1 s (FEV1)/forced vital capacity (FVC) z-score less than the lower limit of normal (LLN), whereas the restrictive phenotype was defined as FEV1/FVC z-score ⩾LLN, and FVC z-score Results: The prevalence of obstructive and restrictive phenotypes varied from 3.2–10.9% and 1.8–7.7%, respectively, without clear age trends. A diagnosis of asthma (adjusted odds ratio (aOR=2.55, 95% CI 2.14–3.04), preterm birth (aOR=1.84, 1.27–2.66), maternal smoking during pregnancy (aOR=1.16, 95% CI 1.01–1.35) and family history of asthma (aOR=1.44, 95% CI 1.25–1.66) were associated with a higher prevalence of obstructive, but not restrictive, phenotype across ages (5–25 years). A higher current body mass index (BMI was more often observed in those with the obstructive phenotype but less in those with the restrictive phenotype (aOR=1.05, 95% CI 1.03–1.06 and aOR=0.81, 95% CI 0.78–0.85, per kg·m−2 increase in BMI, respectively). Current smoking was associated with the obstructive phenotype in participants older than 10 years (aOR=1.24, 95% CI 1.05–1.46).Conclusion: Obstructive and restrictive phenotypes were found to be relatively prevalent during childhood, which supports the early origins concept. Several well-known respiratory risk factors were associated with the obstructive phenotype, whereas only low BMI was associated with the restrictive phenotype, suggesting different underlying pathobiology of these two phenotypes.
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| 14. |
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