Academic literature on the topic 'OSDI'

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Journal articles on the topic "OSDI"

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Pastor-Zaplana, José Ángel, Fernando Borrás, Juana Gallar, and M. Carmen Acosta. "OSDI Questions on Daily Life Activities Allow to Detect Subclinical Dry Eye in Young Contact Lens Users." Journal of Clinical Medicine 11, no. 9 (2022): 2626. http://dx.doi.org/10.3390/jcm11092626.

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Dry eye disease (DED) is difficult to detect in young contact lens (CL) wearers, who usually have no signs, mild symptoms and an ocular surface disease index (OSDI) below the DED diagnosis values (OSDI ≥ 13). We investigate if some of the 12 OSDI questions (OSDI A—ocular symptoms; OSDI B—vision-related functionality; OSDI C—environmental triggers) contribute the most to classify young CL as symptomatic. TBUT and tear volume are also measured. Age, gender and refraction error-matched eye glasses (EG) wearers participated as the control. CL and EG data were compared with t-test and z-test. Confu
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Parida, P. K., and S. Tripathi. "ODISHA SPATIAL DATA INFRASTRUCTURE (OSDI) – ITS DATA MODEL, META DATA AND SHARING POLICY." ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences IV-5 (November 15, 2018): 21–28. http://dx.doi.org/10.5194/isprs-annals-iv-5-21-2018.

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<p><strong>Abstract.</strong> Recognizing the potential utility and importance of a large quantity of spatial data generated using public funds by the Government Departments, organizations and institutions of the State for good governance and taking into consideration that most of such spatial data remains inaccessible to common citizen although most of such data may be unrestricted and not sensitive in nature and also most of such data generated at different State Government Departments do not have compatibility due to lack of common standards and non-interoperability and fu
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Facchin, Alessio, and Laura Boccardo. "Psychometric properties and diagnostic performance of three dry eye questionnaires in Italian: OSDI, OSDI-6, and SPEED." Optometry and Vision Science 101, no. 9 (2024): 579–88. http://dx.doi.org/10.1097/opx.0000000000002184.

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SIGNIFICANCE Psychometric questionnaires are highly valuable instruments in clinical practice as they make subjective symptoms easier to measure. Recently, a short version of the Ocular Surface Disease Index (OSDI) questionnaire was developed, named OSDI-6. PURPOSE This study aimed to assess the psychometric properties and compare the diagnostic criteria of three questionnaires, available in the Italian language, designed for assessing dry eye disease: Standard Patient Evaluation of Eye Dryness (SPEED), OSDI-12, and specifically the new shortened version, OSDI-6. METHODS Psychometric evaluatio
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Midorikawa-Inomata, Akie, Takenori Inomata, Shuko Nojiri, et al. "Reliability and validity of the Japanese version of the Ocular Surface Disease Index for dry eye disease." BMJ Open 9, no. 11 (2019): e033940. http://dx.doi.org/10.1136/bmjopen-2019-033940.

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ObjectivesThe Ocular Surface Disease Index (OSDI) questionnaire is widely used to evaluate subjective symptoms of dry eye disease (DED) as a primary diagnostic criterion. This study aimed to develop a Japanese version of the OSDI (J-OSDI) and assess its reliability and validity.Design and settingHospital-based cross-sectional observational study.ParticipantsA total of 209 patients recruited from the Department of Ophthalmology at Juntendo University Hospital.MethodsWe translated and culturally adapted the OSDI into Japanese. The J-OSDI was then assessed for internal consistency, reliability an
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Wolffsohn, James S., Sònia Travé-Huarte, Jennifer P. Craig, Alex Muntz, and Fiona J. Stapleton. "Appropriateness of Questionnaires for the Diagnosis and Monitoring Treatment of Dry Eye Disease." Journal of Clinical Medicine 13, no. 11 (2024): 3146. http://dx.doi.org/10.3390/jcm13113146.

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Objectives: If questionnaires contributing to the diagnosis of dry eye disease are to be recommended as alternatives to existing questionnaires, they must be comparable, with similar repeatability and treatment sensitivity. Comparability was thus examined for three common dry eye questionnaires along with identifying the individual questions that most strongly predicted overall scores. Methods: Anonymised data (n = 329) collected via the Ocular Surface Disease Index (OSDI), 5-item Dry Eye Questionnaire (DEQ-5) and Symptom Assessment in Dry Eye (SANDE) questionnaires (including responses to ind
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Aljarousha, Mohammed, Waleed M. Alghamdi, Sara Attaallah, and Mohammed Abdelfatah Alhoot. "Ocular Surface Disease Index questionnaire in different languages." Medical hypothesis discovery and innovation in ophthalmology 13, no. 4 (2025): 190–200. https://doi.org/10.51329/mehdiophthal1510.

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Background: The Ocular Surface Disease Index (OSDI) questionnaire was first introduced and developed in 1997 by the Outcomes Research Group, and was adopted by Allergan, Inc. (Irvine, Goleta, CA). While several tools are available for evaluating dry eye syndrome (DES), the OSDI questionnaire is known to have high reliability and validity. Additionally, although more complex questionnaires are available, the goal of the OSDI is to ensure a rapid diagnosis of ocular surface disease. The OSDI consists of a 12-item questionnaire designed to assess the visual disability caused by DES. The OSDI scor
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Subagiono, Arya Agung Hari, Evelyn Komaratih, Pirlina Umiastuti, and Rozalina Loebis. "Duration of Gadget Use and Severity of Dry Eye Syndrome based on the Ocular Surface Disease Index (OSDI) Questionnaire in Final-Year Students of the Faculty of Medicine, Universitas Airlangga." JUXTA: Jurnal Ilmiah Mahasiswa Kedokteran Universitas Airlangga 16, no. 1 (2025): 36–42. https://doi.org/10.20473/juxta.v16i12025.36-42.

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Highlights: Screen time is one of the risk factors for dry eye disease (DED). Therefore, students are at high risk for DED. The ocular surface disease index (OSDI) is one method used to assess dry eye disease based on subjective symptoms. However, the correlation between screen time and the incidence of dry eye and/or its severity based on OSDI produces varying results. The majority of respondents had dry eyes based on OSDI. There was no correlation between screen time and dry eye incidence or severity based on OSDI parameters. Females had higher mean OSDI scores than males. Abstract Introduct
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Martin, Raul. "Comparison of the Ocular Surface Disease Index and the Symptom Assessment in Dry Eye Questionnaires for Dry Eye Symptom Assessment." Life 13, no. 9 (2023): 1941. http://dx.doi.org/10.3390/life13091941.

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Background: Patient-reported dry eye symptoms (DESs), assessed using the Ocular Surface Disease Index (OSDI) and the Symptom Assessment iN Dry Eye (SANDE) questionnaires, were compared in a large sample of patients. Methods: The correlation (Spearman coefficient) and agreement (Bland-Altman analysis) between the OSDI and SANDE questionnaire scores (with and without score normalization) were assessed in 1033 patients and classified according to the OSDI score as non-DES and DES in a cross-sectional analysis. Results: The normalized and non-normalized SANDE results were higher than the OSDI resu
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Kang, Tae Seen, Jin Cho, Jaeyoung Kim, et al. "Modified ocular surface disease index as a screening criteria for dry eye syndrome presenting after successful dacryocystorhinostomy." PLOS ONE 16, no. 2 (2021): e0247168. http://dx.doi.org/10.1371/journal.pone.0247168.

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Objective To find preoperative screening criteria for dry eye syndrome (DES) that present after successful endoscopic dacryocystorhinostomy (EDCR). Methods We retrospectively analyzed medical records of 110 patients who underwent EDCR for nasolacrimal duct obstruction. DES diagnostic criteria were defined as tear break-up time (TBUT) less than 10 seconds, and ocular surface disease index (OSDI) score greater than 13 points. After EDCR, patients were divided into DES group and control group according to the DES diagnostic criteria. Preoperative OSDI score alone or in combination of preoperative
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Mehta, Niravkumar, Rupam Desai, and Jainisha Ajudiya. "Correlate Ocular Surface Disease Index with Convergence Insufficiency Symptom Score Among Optometry Students." Delhi Journal of Ophthalmology 33, no. 4 (2023): 296–300. https://doi.org/10.4103/dljo.dljo_175_23.

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Background: With the increasing prevalence of digital gadget usage, there has been a noticeable impact on ocular health, including conditions such as dry eye attributed to prolonged digital device use and issues related to binocularity or convergence insufficiency. The objective of our research was to conduct a comparative analysis and correlate between scores obtained from the ocular surface disease index (OSDI) and the convergence insufficiency symptom score (CISS). Methods: This study was a prospective, cross-sectional, quantitative approach through a questionnaire-based study conducted in
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Dissertations / Theses on the topic "OSDI"

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Svanelind, Michaela. "Finns det något samband mellan styrketräning och konjunktival rodnad? Finns det något samband mellan kosttillskott och ögontorrhet?" Thesis, Linnéuniversitetet, Institutionen för medicin och optometri (MEO), 2016. http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-54019.

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Syfte: Syftet med den här studien var att undersöka om styrketräning påverkar konjunktival rodnad i ögat samt om kosttillskott som är vanliga vid styrketräning påverkar ögontorrhet. Metod: Deltagarnas konjunktivala rodnad undersöktes med biomikroskop och graderades med Efron Grading Scale. 19 patienter undersöktes efter träning och 21 patienter undersöktes utan att ha tränat den dagen. Deltagarna fick svara på ett frågeformulär om vilka kosttillskott de använde och OSDI-enkäten. Resultat: Ingen statistisk signifikant skillnad i konjunktival rodnad mellan gruppen med styrketränande personer och
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Bergendahl, Peter. "Jämförelse av två tårsubstituts påverkan på NITBUT över tid." Thesis, Linnéuniversitetet, Institutionen för medicin och optometri (MEO), 2015. http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-45084.

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This study aimed to compare  the artificial tears Systane Ultra with Add1 and their performance in NITBUT (Non Invasive Tear Break Up Time). 20 participants between 21-29 years were divided into two groups , one group received Systane Ultra and the other Add1. Once each participant filled out an OSDI survey NITBUT was measured. First without any Artificial tears and then 5, 10, 15 , 20, 30 , 45 and 60 minutes after instillation. The Systane Ultra group and Add1 group differs in this study, however, no significant difference ( P = 0.055 ) in amplitude of NITBUT was obtained. Over time there is
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Droste, zu Senden Marie-Sidonie Freiin [Verfasser]. "Auswirkungen von Augentropfen aus semifluorierten Alkanen auf die Augensymptomatik bei Patienten mit Aniridie : Vergleich der Augensymptomatik anhand des standardisierten Fragebogens OSDI / Marie-Sidonie Freiin Droste zu Senden." Saarbrücken : Saarländische Universitäts- und Landesbibliothek, 2019. http://d-nb.info/121853012X/34.

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Richardson, Thomas. "Developing dynamically reconfigurable real-time systems with real-time OSGi (RT-OSGi)." Thesis, University of York, 2011. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.546830.

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Breier, Guilherme Petry. "OSGi-FEMTOJAVA : plataforma reconfigurável para gerenciamento de serviços segundo o padrão OSGi." reponame:Biblioteca Digital de Teses e Dissertações da UFRGS, 2009. http://hdl.handle.net/10183/18421.

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Este trabalho apresenta o desenvolvimento de um sistema reconfigurável, baseado em OSGi (Open Services Gateway Initiative) para gateway residenciais utilizando-se da tecnologia FemtoJava, com o objetivo de automatizar a descoberta de serviços. Como sistemas de automação residencial/predial normalmente incluem produtos de diferentes fabricantes e possuem protocolos de comunicação diferentes, é necessário o uso de um agente que gerencie essa comunicação. Para que isso ocorra com sucesso, a OSGi Aliança oferece um conjunto de especificações numa plataforma aberta, em Java, para a entrega de vário
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Papageorgiou, Dimitrios. "The virtual OSGi framework." Zurich : ETH, Swiss Federal Institute of Technology, Department of Computer Science, Systems Group, 2008. http://e-collection.ethbib.ethz.ch/show?type=dipl&nr=378.

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Portero, Aníbal. "Efficient Monioring of OSGi Applications." Thesis, Linnéuniversitetet, Institutionen för datavetenskap (DV), 2013. http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-28583.

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As software evolves and becomes more complex, self-adaptive systems become a moreinteresting solution. Self-adaptive software systems are capable to perform changes inthemselves without human intervention. To make this possible it is necessary toperform a good observation of the system and its environment. This observation is madeby a monitoring system.In this paper, a framework for monitoring OSGi based applications is presented.OSGi is a module system and service platform for Java. This framework offers run-timeinformation about OSGi modules, services and their behavior.The first step is to
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Granat, Jérémie. "Trinity: The OSGi module development server." Zurich : ETH Zurich, Department of Computer Science, 2008. http://e-collection.ethbib.ethz.ch/show?type=dipl&nr=387.

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Wiafe, Osei Kuffour. "Investment strategies in retirees' decumulation phase." Thesis, Queensland University of Technology, 2015. https://eprints.qut.edu.au/82829/1/Osei%20Kuffour_Wiafe_Thesis.pdf.

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This thesis consists of three studies on investment strategies for Australian retirees. Specifically, it investigates retirees' preference between alternative drawdown strategies in the presence of government pensions, appropriate management of longevity risk through the use of deferred annuities and asset allocation in retirement. It finds drawdown strategies linked to life expectancy to be the best performers. Deferred annuities are found to improve retirement incomes for risk averse retirees. For retirees who want to meet certain wealth thresholds in retirement, equity dominated portfolios
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Ly, Quyet Tien. "Les OSI françaises au Vietnam." Paris 7, 2007. http://www.theses.fr/2007PA070077.

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Notre thèse s'inscrit dans le cadre de l'étude des relations non gouvernementales franco-vietnamiennes. Elle porte sur l'évaluation des Organisations de solidarité internationales françaises (OSI), acteurs majeurs engagées en grand nombre dans l'action humanitaire, ainsi que dans beaucoup d'autres domaines, pour l'aide au développement du Vietnam, et ce, dès les années 1975. Dans un premier temps, elle prend en considération leurs différents aspects : leurs origines, leurs structures, leurs moyens, leurs pratiques, leurs conditions de travail, leurs modes d'intervention au siège comme sur le t
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Books on the topic "OSDI"

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Symposium on Operating Systems Design and Implementation (OSDI) (2nd 1996 Seattle, Wash.). Proceedings of the Second Symposium on Operating Systems Design and Implementation (OSDI '96): October 28-31, 1996, Seattle, Washington. Association for Computing Machinery, 1996.

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USENIX Symposium on Operating Systems Design and Implementation (OSDI) (2nd 1996 Seattle, Wash.). Proceedings of the Second Symposium on Operating Systems Design and Implementation (OSDI '96): October 28-31, 1996, Seattle, Washington. Association for Computing Machinery, 1996.

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Symposium on Operating Systems Design and Implementation (OSDI) (3rd 1999 New Orleans, La.). Proceedings of the Third Symposium on Operating Systems Design and Implementation (OSDI '99): February 22-25, 1999, New Orleans, Louisana. Association for Computing Machinery, 1999.

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Symposium on Operating Systems Design and Implementation (OSDI) (5th 2002 Boston, Mass.). Proceedings of the Fifth Symposium on Operating Systems Design and Implementation (OSDI '02): December 9-11, 2002, Boston, Massachusetts, USA. Association for Computing Machinery, 2002.

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Symposium on Operating Systems Design and Implementation (OSDI) (1st 1994 Monterey, Calif.). Proceedings of the First USENIX Symposium on Operating Systems Design and Implementation (OSDI): November 14-17, 1994, Monterey, California, USA. USENIX Association, 1994.

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Melkʻonean, Nahapet. Oski zangakě. American Armenian International College, 1988.

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Pates, Rebecca, and Maximilian Schochow, eds. Der "Ossi". Springer Fachmedien Wiesbaden, 2013. http://dx.doi.org/10.1007/978-3-531-94120-2.

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Ličina, Vladimir. Osmi dan. Svet knjige, 2003.

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Usami, Rin. Oshi, moyu. Kawade Shobō Shinsha, 2020.

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translator, Iyer G. S., ed. Alai Osai. Sahitya Akademi, 2017.

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Book chapters on the topic "OSDI"

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Nichols, Kelly K., and Janine A. Smith. "Association of Clinical Diagnostic Tests and Dry Eye Surveys: The Nei-Vfq-25 and the OSDI." In Advances in Experimental Medicine and Biology. Springer US, 2002. http://dx.doi.org/10.1007/978-1-4615-0717-8_166.

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Pates, Rebecca. "Einleitung – Der „Ossi“ als symbolischer Ausländer." In Der "Ossi". Springer Fachmedien Wiesbaden, 2013. http://dx.doi.org/10.1007/978-3-531-94120-2_1.

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Debüser, André, and Wolfgang Fach. "Wir sind der Held." In Der "Ossi". Springer Fachmedien Wiesbaden, 2013. http://dx.doi.org/10.1007/978-3-531-94120-2_10.

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Schürer, Ulrike, Kathrin Franke, Denis Keune, and Ronny Mücklisch. "Vom DDR-Subjekt zum Ostdeutschen Die Geschichte einer diskursiven Sichtbarmachung." In Der "Ossi". Springer Fachmedien Wiesbaden, 2013. http://dx.doi.org/10.1007/978-3-531-94120-2_11.

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Buck, Elena, and Jana Hönke. "Pioniere der Prekarität – Ostdeutsche als Avantgarde des neuen Arbeitsmarktregimes." In Der "Ossi". Springer Fachmedien Wiesbaden, 2013. http://dx.doi.org/10.1007/978-3-531-94120-2_2.

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Dölemeyer, Anne. "Not Handicapped, but with Special Needs – Sonderwirtschaftszone Ostdeutschland." In Der "Ossi". Springer Fachmedien Wiesbaden, 2013. http://dx.doi.org/10.1007/978-3-531-94120-2_3.

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Hoff, Inga, and Stefan Kausch. "Die neue innerdeutsche Grenze Deutschland als Zwei-(Normalitäts-) Klassen-Gesellschaft." In Der "Ossi". Springer Fachmedien Wiesbaden, 2013. http://dx.doi.org/10.1007/978-3-531-94120-2_4.

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Schmidt, Daniel. "Ostdeutsche Frauenbewegung." In Der "Ossi". Springer Fachmedien Wiesbaden, 2013. http://dx.doi.org/10.1007/978-3-531-94120-2_5.

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Feustel, Robert. "„Fremde Vertraute“ – Bilder von Ostdeutschen im Kontext der Psychotherapie." In Der "Ossi". Springer Fachmedien Wiesbaden, 2013. http://dx.doi.org/10.1007/978-3-531-94120-2_6.

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Wagner, Ulrike. "Flüchtige Helden – Die Ostdeutschen in der Erinnerung an die „friedliche Revolution“." In Der "Ossi". Springer Fachmedien Wiesbaden, 2013. http://dx.doi.org/10.1007/978-3-531-94120-2_7.

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Conference papers on the topic "OSDI"

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Maeda, Satoshi, Takayuki Kawakami, Hironori Ishii, Takeshi Hanji, and Kazuo Tateishi. "Structural improvement of orthotropic steel decks focusing on fatigue durability and manufacturing cost." In IABSE Symposium, Tokyo 2025: Environmentally Friendly Technologies and Structures: Focusing on Sustainable Approaches. International Association for Bridge and Structural Engineering (IABSE), 2025. https://doi.org/10.2749/tokyo.2025.2732.

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<p>Orthotropic steel decks (OSDs) are widely used for long-span bridges or urban expressways because they are lightweight and allow rapid construction. However, an OSD designed according to Japanese specifications for highway bridges has several issues. For example, an OSD with closed ribs (CRD) requires a minimum deck plate thickness of 16 mm, but it has been revealed that this does not completely prevent fatigue crack initiation from the weld root in the rib to deck plate welded joints under heavy traffic loads. In contrast, an OSD with open ribs (ORD) has fewer fatigue problems, but t
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Ye, Simon, Leandra Lee, Cybele Wong, Rupert Gibson, and Ngai Yeung. "Physics-informed data-driven identification of heavy vehicle responses of an orthotropic steel deck." In IABSE Symposium, Tokyo 2025: Environmentally Friendly Technologies and Structures: Focusing on Sustainable Approaches. International Association for Bridge and Structural Engineering (IABSE), 2025. https://doi.org/10.2749/tokyo.2025.2141.

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<p>Understanding the actual loading and load effects under heavy vehicles is important for accurate bridge assessment. To achieve this, strain and displacement sensors have been installed on many bridges around the world. For orthotropic steel deck (OSD) of highway bridges, it remains a challenge to process and interpret these monitoring datasets and extract useful information for fatigue assessment. This paper presents a technical solution for post-processing and interpreting the strain gauge monitoring data from OSD, and in particular, automatically inferring useful loading information
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Wang, Mini Han, Zhiyuan Lin, Peijin Zeng, et al. "Optimizing dry eye disease diagnosis: integrating deep learning insights from OSDI questionnaires and ocular blinking videos." In International Conference on Computer Application and Information Security (ICCAIS 2023), edited by Jerry Chun-Wei Lin and Haidong Shao. SPIE, 2024. http://dx.doi.org/10.1117/12.3026333.

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Hunny, Umme, Mohammad Zulkernine, and Komminist Weldemariam. "OSDC." In the 28th Annual ACM Symposium. ACM Press, 2013. http://dx.doi.org/10.1145/2480362.2480574.

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Yuanli, Wu, Yang Hongqiao, Wang Hui, and Wang Huaimin. "CBD-OSGi: A distributed OSGi middleware." In 2012 IEEE Symposium on Robotics and Applications (ISRA). IEEE, 2012. http://dx.doi.org/10.1109/isra.2012.6219231.

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Houacine, Fatiha, Samia Bouzefrane, Li Li, and Dijiang Huang. "MCC-OSGi: An OSGi-based mobile cloud service model." In 2013 IEEE Eleventh International Symposium on Autonomous Decentralized Systems (ISADS). IEEE, 2013. http://dx.doi.org/10.1109/isads.2013.6513442.

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Rehman, Atiq Ur, and Mrigya Fogat. "The New Age of Subsurface Data and Application Management with OSDU." In International Petroleum Technology Conference. IPTC, 2025. https://doi.org/10.2523/iptc-25044-ms.

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Abstract Exploration and production operations have drastically changed demanding better scientific algorithms, workflows and equations that help make better decisions mitigating the risk factor and enabling successful exploration ventures after "easy hydrocarbon exploration" era came to end. This requires decision making backed by mammoth amounts of data from various data sources to be utilized in compute heavy and scientifically advanced applications. This has led to a new era of data management that breaks barriers of data silos, is standardized and technology agnostic enabling fluidity, co
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Nagy, Wim, Glenn Thierens, Hendrik Blontrock, et al. "Fatigue assessment of an existing orthotropic steel deck to comply with future traffic intensity." In IABSE Congress, New York, New York 2019: The Evolving Metropolis. International Association for Bridge and Structural Engineering (IABSE), 2019. http://dx.doi.org/10.2749/newyork.2019.0711.

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<p>Orthotropic Steel Decks (OSDs) are widely used in long span bridges because of their extremely light weight when compared to their load carrying capacity. These deck types typically consist of a grillage of closed trapezoidal longitudinal stiffeners and transverse web stiffeners, welded to a deck plate. As a result, fatigue problems occur due to the extensive use of complex welded connections. Unfortunately, fatigue effects have often been overlooked during design, which was also the case for an important multiple span box girder viaduct in Belgium (1978).</p><p>Due to a r
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Wasiuddin, N. M., Nouman Ali, and M. R. Islam. "Use of Offshore Drilling Waste in Hot Mix Asphalt (HMA) Concrete as Aggregate Replacement." In ASME 2002 Engineering Technology Conference on Energy. ASMEDC, 2002. http://dx.doi.org/10.1115/etce2002/ee-29168.

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Despite continuous research and development on drilling fluids and waste minimization during the last 40 years, offshore drilling waste (OSDW) remains a significant environmental concern for the petroleum industry. OSDW contains three types of contaminants namely, heavy metals from drilling fluid, oil from oil based mud or petroleum contamination and naturally occurring radioactive substances from exposed formations. In this study a promising and permanent solution based on recycling of OSDW as road construction materials has been investigated. It has been revealed previously that five to ten
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Matos, Miguel, and António Sousa. "Dependable distributed OSGi environment." In the ACM/IFIP/USENIX international middleware conference companion. ACM Press, 2008. http://dx.doi.org/10.1145/1462735.1462765.

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Reports on the topic "OSDI"

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Hermansen, Anna, and Cailean Osborne. The Economic and Workforce Impacts of Open Source AI: Insights from Industry, Academia, and Open Source Research Publications. The Linux Foundation, 2025. https://doi.org/10.70828/itvq4899.

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In a literature review commissioned by Meta, LF Research found that open source AI (OSAI) is widely adopted, cost effective, highly performing, and leads to faster and higher-quality development of tools and models. The study included a comprehensive analysis of academic and industry literature as well as empirical data from previous LF Research surveys to determine existing evidence of the economic and workforce impacts of OSAI. The study assessed these impacts in four areas: Adoption rates: a significant majority (89%) of organizations are using some form of open source in their AI stack and
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Jones, Timothy. OSTI 2411 Create Test. Office of Scientific and Technical Information (OSTI), 2020. http://dx.doi.org/10.2172/1617652.

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NEHER, STEVEN. CLASSIFIED META DATA OSTI SUBMITTAL. Office of Scientific and Technical Information (OSTI), 2022. http://dx.doi.org/10.2172/1892064.

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Rose, M. T. SNMP over OSI. RFC Editor, 1990. http://dx.doi.org/10.17487/rfc1161.

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Rose, M. SNMP over OSI. RFC Editor, 1991. http://dx.doi.org/10.17487/rfc1283.

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Rose, M. SNMP over OSI. RFC Editor, 1993. http://dx.doi.org/10.17487/rfc1418.

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Hersey, Anne. ChEMBL Deposited Data Set - OSDD Set1. EMBL-EBI, 2013. http://dx.doi.org/10.6019/chembl2113921.

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Administrator, EDX, and John Smith. Testing OSTI 2411 Prod Submission Race. Office of Scientific and Technical Information (OSTI), 2021. http://dx.doi.org/10.2172/1755317.

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Bound, J., B. Carpenter, D. Harrington, J. Houldsworth, and A. Lloyd. OSI NSAPs and IPv6. RFC Editor, 1996. http://dx.doi.org/10.17487/rfc1888.

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Melita, Anthony J. A Viewpoint from OSD. Defense Technical Information Center, 2001. http://dx.doi.org/10.21236/ada386069.

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