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- Kanai, M, et al.
(author)
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- 2023
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swepub:Mat__t
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- Sherratt, K., et al.
(author)
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Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations
- 2023
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In: eLIFE. - : eLife Sciences Publications Ltd. - 2050-084X. ; 12
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Journal article (peer-reviewed)abstract
- Methods: We used open-source tools to develop a public European COVID-19 Forecast Hub. We invited groups globally to contribute weekly forecasts for COVID-19 cases and deaths reported by a standardised source for 32 countries over the next 1–4 weeks. Teams submitted forecasts from March 2021 using standardised quantiles of the predictive distribution. Each week we created an ensemble forecast, where each predictive quantile was calculated as the equally-weighted average (initially the mean and then from 26th July the median) of all individual models’ predictive quantiles. We measured the performance of each model using the relative Weighted Interval Score (WIS), comparing models’ forecast accuracy relative to all other models. We retrospectively explored alternative methods for ensemble forecasts, including weighted averages based on models’ past predictive performance.Results: Over 52 weeks, we collected forecasts from 48 unique models. We evaluated 29 models’ forecast scores in comparison to the ensemble model. We found a weekly ensemble had a consistently strong performance across countries over time. Across all horizons and locations, the ensemble performed better on relative WIS than 83% of participating models’ forecasts of incident cases (with a total N=886 predictions from 23 unique models), and 91% of participating models’ forecasts of deaths (N=763 predictions from 20 models). Across a 1–4 week time horizon, ensemble performance declined with longer forecast periods when forecasting cases, but remained stable over 4 weeks for incident death forecasts. In every forecast across 32 countries, the ensemble outperformed most contributing models when forecasting either cases or deaths, frequently outperforming all of its individual component models. Among several choices of ensemble methods we found that the most influential and best choice was to use a median average of models instead of using the mean, regardless of methods of weighting component forecast models.Conclusions: Our results support the use of combining forecasts from individual models into an ensemble in order to improve predictive performance across epidemiological targets and populations during infectious disease epidemics. Our findings further suggest that median ensemble methods yield better predictive performance more than ones based on means. Our findings also highlight that forecast consumers should place more weight on incident death forecasts than incident case forecasts at forecast horizons greater than 2 weeks.
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- Azevedo, Flavio, et al.
(author)
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Social and moral psychology of COVID-19 across 69 countries
- 2023
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In: Scientific Data. - : NATURE PORTFOLIO. - 2052-4463. ; 10:1
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Journal article (peer-reviewed)abstract
- The COVID-19 pandemic has affected all domains of human life, including the economic and social fabric of societies. One of the central strategies for managing public health throughout the pandemic has been through persuasive messaging and collective behaviour change. To help scholars better understand the social and moral psychology behind public health behaviour, we present a dataset comprising of 51,404 individuals from 69 countries. This dataset was collected for the International Collaboration on Social & Moral Psychology of COVID-19 project (ICSMP COVID-19). This social science survey invited participants around the world to complete a series of moral and psychological measures and public health attitudes about COVID-19 during an early phase of the COVID-19 pandemic (between April and June 2020). The survey included seven broad categories of questions: COVID-19 beliefs and compliance behaviours; identity and social attitudes; ideology; health and well-being; moral beliefs and motivation; personality traits; and demographic variables. We report both raw and cleaned data, along with all survey materials, data visualisations, and psychometric evaluations of key variables.
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- Van Bavel, Jay J., et al.
(author)
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National identity predicts public health support during a global pandemic
- 2022
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In: Nature Communications. - : Nature Portfolio. - 2041-1723. ; 13:1
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Journal article (peer-reviewed)abstract
- Understanding collective behaviour is an important aspect of managing the pandemic response. Here the authors show in a large global study that participants that reported identifying more strongly with their nation reported greater engagement in public health behaviours and support for public health policies in the context of the pandemic. Changing collective behaviour and supporting non-pharmaceutical interventions is an important component in mitigating virus transmission during a pandemic. In a large international collaboration (Study 1, N = 49,968 across 67 countries), we investigated self-reported factors associated with public health behaviours (e.g., spatial distancing and stricter hygiene) and endorsed public policy interventions (e.g., closing bars and restaurants) during the early stage of the COVID-19 pandemic (April-May 2020). Respondents who reported identifying more strongly with their nation consistently reported greater engagement in public health behaviours and support for public health policies. Results were similar for representative and non-representative national samples. Study 2 (N = 42 countries) conceptually replicated the central finding using aggregate indices of national identity (obtained using the World Values Survey) and a measure of actual behaviour change during the pandemic (obtained from Google mobility reports). Higher levels of national identification prior to the pandemic predicted lower mobility during the early stage of the pandemic (r = -0.40). We discuss the potential implications of links between national identity, leadership, and public health for managing COVID-19 and future pandemics.
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- Allwood, Jens, et al.
(author)
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Construction and annotation of a corpus of contemporary Nepali
- 2008
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In: Corpora. - : Edinburgh University Press. - 1749-5032 .- 1755-1676. ; 3:2, s. 213-225
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Journal article (peer-reviewed)abstract
- In this paper, we describe the construction of the 14-million-word Nepali National Corpus (NNC). This corpus includes both spoken and written data, the latter incorporating a Nepali match for FLOB and a broader collection of text. Additional resources within the NNC include parallel data (English–Nepali and Nepali–English) and a speech corpus. The NNC is encoded as Unicode text and marked up in CES-compatible XML. The whole corpus is also annotated with part-of-speech tags. We describe the process of devising a tagset and retraining tagger software for the Nepali language, for which there were no existing corpus resources. Finally, we explore some present and future applications of the corpus, including lexicography, NLP, and grammatical research.
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- Hall, James P., et al.
(author)
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Guanine Can Direct Binding Specificity of Ru-dipyridophenazine (dppz) Complexes to DNA through Steric Effects
- 2017
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In: Chemistry - A European Journal. - : Wiley-VCH Verlagsgesellschaft. - 0947-6539 .- 1521-3765. ; 23:21, s. 4981-4985
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Journal article (peer-reviewed)abstract
- X-ray crystal structures of three -[Ru(L)(2)dppz](2+) complexes (dppz=dipyridophenazine; L=1,10-phenanthroline (phen), 2,2-bipyridine (bpy)) bound to d((5BrC)GGC/GCCG) showed the compounds intercalated at a 5-CG-3 step. The compounds bind through canted intercalation, with the binding angle determined by the guanine NH2 group, in contrast to symmetrical intercalation previously observed at 5-TA-3 sites. This result suggests that canted intercalation is preferred at 5-CG-3 sites even though the site itself is symmetrical, and we hypothesise that symmetrical intercalation in a 5-CG-3 step could give rise to a longer luminescence lifetime than canted intercalation.
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- Brook, Adam, et al.
(author)
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Cell free hemoglobin in the fetoplacental circulation : A novel cause of fetal growth restriction?
- 2018
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In: FASEB Journal. - 0892-6638. ; 32:10, s. 5436-5446
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Journal article (peer-reviewed)abstract
- Cell free hemoglobin impairs vascular function and blood flow in adult cardiovascular disease. In this study, we investigated the hypothesis that free fetal hemoglobin (fHbF) compromises vascular integrity and function in the fetoplacental circulation, contributing to the increased vascular resistance associated with fetal growth restriction (FGR). Women with normal and FGR pregnancies were recruited and their placentas collected freshly postpartum. FGRfetal capillaries showed evidence of erythrocyte vascular packing and extravasation. Fetal cord blood fHbF levels were higher in FGR than in normal pregnancies (P < 0.05) and the elevation of fHbF in relation to heme oxygenase-1 suggests a failure of expected catabolic compensation,which occurs in adults.During ex vivo placental perfusion, pathophysiological fHbF concentrations significantly increased fetal-side microcirculatory resistance (P<0.05). fHbF sequesteredNOinacute andchronic exposuremodels (P<0.001), andfHbF-primed placental endothelial cellsdevelopedaproinflammatoryphenotype,demonstratedby activationofNF-κBpathway, generation of IL-1α and TNF-α (both P < 0.05), uncontrolled angiogenesis, and disruption of endothelial cell flow alignment. Elevated fHbF contributes to increased fetoplacental vascular resistance and impaired endothelial protection.Thisunrecognizedmechanismfor fetal compromise offers a novel insight into FGRaswell as a potential explanation for associated poor fetal outcomes such as fetal demise and stillbirth.
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11. |
- Dixit, K, et al.
(author)
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Research protocol for a mixed-methods study to characterise and address the socioeconomic impact of accessing TB diagnosis and care in Nepal
- 2020
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In: Wellcome open research. - : F1000 Research Ltd. - 2398-502X. ; 5, s. 19-
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Journal article (peer-reviewed)abstract
- Background: WHO’s 2015 End TB Strategy advocates social and economic (socioeconomic) support for TB-affected households to improve TB control. However, evidence concerning socioeconomic support for TB-affected households remains limited, especially in low-income countries. Protocol: This mixed-methods study in Nepal will: evaluate the socioeconomic impact of accessing TB diagnosis and care (Project 1); and create a shortlist of feasible, locally-appropriate interventions to mitigate this impact (Project 2). The study will be conducted in the Chitwan, Mahottari, Makawanpur, and Dhanusha districts of Nepal, which have frequent TB and poverty. The study population will include: approximately 200 people with TB (Cases) starting TB treatment with Nepal’s National TB Program and 100 randomly-selected people without TB (Controls) in the same sites (Project 1); and approximately 40 key in-country stakeholders from Nepal including people with TB, community leaders, and TB healthcare professionals (Project 2). During Project 1, visits will be made to people with TB’s households during months 3 and 6 of TB treatment, and a single visit made to Control households. During visits, participants will be asked about: TB-related costs (if receiving treatment), food insecurity, stigma; TB-related knowledge; household poverty level; social capital; and quality of life. During Project 2, stakeholders will be invited to participate in: a survey and focus group discussion (FGD) to characterise socioeconomic impact, barriers and facilitators to accessing and engaging with TB care in Nepal; and a one-day workshop to review FGD findings and suggest interventions to mitigate the barriers identified. Ethics and dissemination: The study has received ethical approval. Results will be disseminated through scientific meetings, open access publications, and a national workshop in Nepal. Conclusions: This research will strengthen understanding of the socioeconomic impact of TB in Nepal and generate a shortlist of feasible and locally-appropriate socioeconomic interventions for TB-affected households for trial evaluation.
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- Ekstroem, N., et al.
(author)
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Facilitators and barriers for implementation of a novel resuscitation quality improvement package in public referral hospitals of Nepal
- 2023
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In: BMC Pregnancy and Childbirth. - : BioMed Central (BMC). - 1471-2393. ; 23:1
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Journal article (peer-reviewed)abstract
- BackgroundImproving the healthcare providers (HCP) basic resuscitation skills can reduce intrapartum related mortality in low- and middle-income countries. However, the resuscitation intervention's successful implementation is largely dependent on proper facilitation and context. This study aims to identify the facilitators and barriers for the implementation of a novel resuscitation package as part of the quality improvement project in Nepal.MethodsThe study used a qualitative descriptive design. The study sites included four purposively chosen public hospitals in Nepal, where the resuscitation package (Helping Babies Breathe [HBB] training, resuscitation equipment and NeoBeat) had been implemented as part of the quality improvement project. Twenty members of the HCP, who were trained and exposed to the package, were selected through convenience sampling to participate in the study interviews. Data were collected through semi-structured interviews conducted via telephone and video calls. Twenty interview data were analyzed with a deductive qualitative content analysis based on the core components of the i-PARiHS framework.ResultsThe findings suggest that there was a move to more systematic resuscitation practices among the staff after the quality improvement project's implementation. This positive change was supported by a neonatal heart rate monitor (NeoBeat), which guided resuscitation and made it easier. In addition, seeing the positive outcomes of successful resuscitation motivated the HCPs to keep practicing and developing their resuscitation skills. Facilitation by the project staff enabled the change. At the same time, facilitators provided extra support to maintain the equipment, which can be a challenge in terms of sustainability, after the project. Furthermore, a lack of additional resources, an unclear leadership role, and a lack of coordination between nurses and medical doctors were barriers to the implementation of the resuscitation package.ConclusionThe introduction of the resuscitation package, as well as the continuous capacity building of local multidisciplinary healthcare staff, is important to continue the accelerated efforts of improving newborn care. To secure sustainable change, facilitation during implementation should focus on exploring local resources to implement the resuscitation package sustainably.Trial RegistrationNot applicable. Factors such as the context, facilitation, and site of implementation influence the successful implementation of the resuscitation bundle.The introduction of innovation for quality healthcare requires adequate facilitation and continuous capacity-building efforts.
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13. |
- Geenes, V., et al.
(author)
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The Reversed Feto-Maternal Bile Acid Gradient in Intrahepatic Cholestasis of Pregnancy Is Corrected by Ursodeoxycholic Acid
- 2014
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In: Plos One. - : Public Library of Science (PLoS). - 1932-6203. ; 9:1
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Journal article (peer-reviewed)abstract
- Intrahepatic cholestasis of pregnancy (ICP) is a pregnancy-specific liver disorder associated with an increased risk of adverse fetal outcomes. It is characterised by raised maternal serum bile acids, which are believed to cause the adverse outcomes. ICP is commonly treated with ursodeoxycholic acid (UDCA). This study aimed to determine the fetal and maternal bile acid profiles in normal and ICP pregnancies, and to examine the effect of UDCA treatment. Matched maternal and umbilical cord serum samples were collected from untreated ICP (n = 18), UDCA-treated ICP (n = 46) and uncomplicated pregnancy (n = 15) cases at the time of delivery. Nineteen individual bile acids were measured using HPLC-MS/MS. Maternal and fetal serum bile acids are significantly raised in ICP compared with normal pregnancy (p = <0.0001 and <0.05, respectively), predominantly due to increased levels of conjugated cholic and chenodeoxycholic acid. There are no differences between the umbilical cord artery and cord vein levels of the major bile acid species. The feto-maternal gradient of bile acids is reversed in ICP. Treatment with UDCA significantly reduces serum bile acids in the maternal compartment (p = <0.0001), thereby reducing the feto-maternal transplacental gradient. UDCA-treatment does not cause a clinically important increase in lithocholic acid (LCA) concentrations. ICP is associated with significant quantitative and qualitative changes in the maternal and fetal bile acid pools. Treatment with UDCA reduces the level of bile acids in both compartments and reverses the qualitative changes. We have not found evidence to support the suggestion that UDCA treatment increases fetal LCA concentrations to deleterious levels.
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- Holgerson, Meredith A., et al.
(author)
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Classifying Mixing Regimes in Ponds and Shallow Lakes
- 2022
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In: Water resources research. - : John Wiley & Sons. - 0043-1397 .- 1944-7973. ; 58:7
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Journal article (peer-reviewed)abstract
- Lakes are classified by thermal mixing regimes, with shallow waterbodies historically categorized as continuously mixing systems. Yet, recent studies demonstrate extended summertime stratification in ponds, underscoring the need to reassess thermal classifications for shallow waterbodies. In this study, we examined the summertime thermal dynamics of 34 ponds and shallow lakes across temperate North America and Europe to categorize and identify the drivers of different mixing regimes. We identified three mixing regimes: rarely (n = 18), intermittently (n = 10), and often (n = 6) mixed, where waterbodies mixed an average of 2%, 26%, and 75% of the study period, respectively. Waterbodies in the often mixed category were larger (≥4.17 ha) and stratification weakened with increased wind shear stress, characteristic of “shallow lakes.” In contrast, smaller waterbodies, or “ponds,” mixed less frequently, and stratification strengthened with increased shortwave radiation. Shallow ponds (<0.74 m) mixed intermittently, with daytime stratification often breaking down overnight due to convective cooling. Ponds ≥0.74 m deep were rarely or never mixed, likely due to limited wind energy relative to the larger density gradients associated with slightly deeper water columns. Precipitation events weakened stratification, even causing short-term mixing (hours to days) in some sites. By examining a broad set of shallow waterbodies, we show that mixing regimes are highly sensitive to very small differences in size and depth, with potential implications for ecological and biogeochemical processes. Ultimately, we propose a new framework to characterize the variable mixing regimes of ponds and shallow lakes.
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15. |
- Rai, B, et al.
(author)
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Protocol for the Addressing the Social Determinants and Consequences of Tuberculosis in Nepal (ASCOT) pilot trial
- 2022
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In: Wellcome open research. - : F1000 Research Ltd. - 2398-502X. ; 7, s. 141-
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Journal article (peer-reviewed)abstract
- BACKGROUND: The World Health Organization’s End TB (tuberculosis) Strategy advocates social and economic support for TB-affected households but evidence from low-income settings is scarce. We will evaluate the feasibility and acceptability of a locally-appropriate socioeconomic support intervention for TB-affected households in Nepal. METHODS: We will conduct a pilot randomised-controlled trial with mixed-methods process evaluation in four TB-endemic, impoverished districts of Nepal: Pyuthan, Chitwan, Mahottari, and Morang. We will recruit 128 people with TB notified to the Nepal National TB Program (NTP) and 40 multisectoral stakeholders including NTP staff, civil-society members, policy-makers, and ASCOT (Addressing the Social Determinants and Consequences of Tuberculosis) team members. People with TB will be randomised 1:1:1:1 to four study arms (n=32 each): control; social support; economic support; and combined social and economic (socioeconomic) support. Social support will be TB education and peer-led mutual-support TB Clubs providing TB education and stigma-reduction counselling. Economic support will be monthly unconditional cash transfers during TB treatment with expectations (not conditions) of meeting NTP goals. At 0, 2, and 6 months following TB treatment initiation, participants will be asked to complete a survey detailing the social determinants and consequences of TB and their feedback on ASCOT. Complementary process evaluation will use focus group discussions (FGD), key informant interviews (KII), and a workshop with multi-sectoral stakeholders to consider the challenges to ASCOT’s implementation and scale-up. A sample of ~100 people with TB is recommended to estimate TB-related costs. Information power is estimated to be reached with approximately 25 FGD and 15 KII participants. CONCLUSIONS: The ASCOT pilot trial will both generate robust evidence on a locally-appropriate, socioeconomic support intervention for TB-affected households in Nepal and inform a large-scale future ASCOT trial, which will evaluate the intervention’s impact on catastrophic costs mitigation and TB outcomes. The trial is registered with the ISRCTN (ISRCTN17025974).
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16. |
- Shrestha, D. P., et al.
(author)
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Development of skin disease disability index to assess the dermatologic burden in Nepal
- 2013
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In: Institute of Medicine. Journal. - Kathmandu, Nepal : Institute of Medicine. - 1993-2979. ; 35:2, s. 24-29
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Journal article (peer-reviewed)abstract
- Introduction: Skin disease is one of the leading cause of morbidity worldwide. Most instruments measuring the impact of skin disease on quality of life are developed in the west and not applicable to the socio-cultural situation in Nepal. The aim of the study was to develop and validate a questionnaire to measure quality of life impairment due to skin disease in Nepal.Methods: Different aspects of quality of life impairment were identiÞ ed from 35 in-depth interviews and two focus group discussions, with villagers with various skin diseases. Based on this information, 10 questions scoring the influence of skin diseases on quality of life – Skin Disease Disability Index (SDDI) – was developed. This instrument was tested and validated in 212 villagers with skin disease and in 100 healthy villagers.Results: The maximum total Skin Disease Disability Index score was 36. There was a wide variation in total Skin Disease Disability Index score between individuals with skin disease (range 1-33) with a mean score of 13.2, while in controls the mean total score was 1 (p<0.001). Thus, the Skin Disease Disability Index clearly discriminates between these two groups. The difference in mean score for single questions between patients and controls was also highly significant (p<0.001).Conclusions: The questionnaire clearly covered all aspects of quality of life related to skin disease and was, simple, robust, easy to use and well accepted by the selected population. The Skin Disease Disability Index was reliable in the overall score as well as in individual questions.
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17. |
- Shrestha, D.P., et al.
(author)
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Mobile teledermatology for rural Nepal: Dermatologic care using mobile phone in a primary health care centre
- 2016
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In: Journal of Institute of Medicine. - Nepal : Institute of Medicine. - 1993-2979. ; 38:1, s. 7-10
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Journal article (peer-reviewed)abstract
- Introduction: Skin diseases are among the five most common health problems in Nepal. We have now tested the validity of mobile teledermatology with mobile phones to find a safe and easy way of diagnosis and treatment of skin diseases for the most vulnerable people in remote areas without access to derma tologists. Methods: A medical officer at a primary health care centre examined the patient, obtained information of the patient and the skin disease, took photographs of the skin lesions. Then he transmitted all these data via Viber to a dermatologist in Kathmmandu, who in real time formulated diagnosis and treatment and sent it via Viber to the medical officer. Subsequently the patient was examined face to face by a blinded dermatologist at the same primary health care centre. The time taken for each modality of consultation was recorded .A third dermatologist analysed and compared the diagnoses formulated during telederma tology and the face to face consultations. Results: Altogether 107 skin diseases were diagnosed in 101 patients. There was an overall concordance of 88% between the diagnoses of skin diseases by mobile teledermatology and face to face consultations (Cohen k coefficient 0.85). The average face to face consultation time was 5 minutes, while it was 7 min utes more for teleconsultation. More than 75% of the photos were of good quality. Conclusions: Mobile teledermatology using smartphones is a reliable, useful, cost effective method to provide expertise for improving dermatologic care for the needy population in rural and remote parts of Nepal.
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18. |
- Shrestha, D. P., et al.
(author)
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Prevalence of skin diseases and impact on quality of life in hilly region of Nepal
- 2012
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In: Institute of Medicine. Journal. - Kathmandu, Nepal : Institute of Medicine. - 1993-2979. ; 34:3, s. 44-49
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Journal article (peer-reviewed)abstract
- Introduction: Skin diseases (SDs) are one of the most common health problems in Nepal. The objectives of this study are to determine the prevalence of SDs and impact on quality of life (QoL) in a rural community in Nepal.Methods: A house-to-house survey was conducted in a community with 3,207 inhabitants, to obtain socio-demographic data and identify individuals with SDs. Free examination and treatment was offered at 4 health camps. Individuals with long-standing SDs were interviewed using the Dermatology Life Quality Index (DLQI).Results: Of 735 individuals attending the health camps, 645 (mean age 24.9 years, range 0.5-90) had one or more SDs. The overall prevalence of SDs was 20.1% (males 18.1%, females 22.5% and children 28.2%). The most common SD categories were eczemas (12.2%), pigment disorders (4.1%), acne (2.7%), urticaria (2.4%) and moles and lumps (1.6%). In the Nepalese culture, the DLQI question on sexuality was too direct so only 9/10 questions were used. In the 75 patients who were interviewed, the mean DLQI score was 10.7 (range 7-19), indicating a large impact on QoL.Conclusions: This population-based study shows that SDs were very common in a rural community in Nepal. The five most common SD categories comprise 77% of all SDs. Targeted training should enable health-care workers to prevent, accurately diagnose and manage these problems on site. An appropriate instrument to measure QoL adjusted to the socio-cultural norms of Nepal has to be developed.
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