Dissertations / Theses on the topic 'Children intensive care unit'
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Power, Kevin J. "How are ethical problems resolved in a paediatric intensive care unit?" Thesis, De Montfort University, 2012. http://hdl.handle.net/2086/7880.
Full textSlaymaker, Lora. "A CHILD'S-EYE VIEW OF THE PEDIATRIC INTENSIVE CARE UNIT (ETHNOGRAPHY, ACUTE ILLNESS)." Thesis, The University of Arizona, 1985. http://hdl.handle.net/10150/291273.
Full textLegro, Amanda B. R. "Nutrition support and clinical outcomes of children in a pediatric intensive care unit." Thesis, California State University, Long Beach, 2014. http://pqdtopen.proquest.com/#viewpdf?dispub=1527973.
Full textThe purpose of this thesis was to investigate the impact of enteral nutrition (EN) support factors on days of mechanical ventilation (MV) and length of stay (LOS) in a pediatric intensive care unit (PICU) among subjects age 3 7 weeks to 21 years. Specifically, nutrition support factors included a) days to reach prescribed calories, b) days to reach prescribed protein, c) percentage of prescribed calories received, and d) percentage of prescribed protein received through the use of EN.
Purposive sampling was used to select subjects that received nutrition support in the PICU. Data was collected via chart review within the time frame January 1, 2011 to August 1, 2013.
The results demonstrated MV days and LOS were significantly different for patients who reached prescribed calories and protein within 72 hours of admission. LOS was also significantly different for patients who received at least 80% prescribed calories.
Prentiss, Andrea S. "Hearing the Child's Voice: Their Lived Experience in the Pediatric Intensive Care Unit." FIU Digital Commons, 2014. http://digitalcommons.fiu.edu/etd/1633.
Full textFitzwanga, Kaiser. "Transfusion practices among children undergoing cardiac surgery admitted to the Red Cross War Memorial Children's Hospital Paediatrics Intensive Care Unit." Master's thesis, University of Cape Town, 2018. http://hdl.handle.net/11427/29879.
Full textSalie, Mogamat Shamiel. "Outcomes of Human Immunodeficiency Virus infected children admitted to a paediatric intensive care unit in Cape Town, South Africa." Master's thesis, University of Cape Town, 2015. http://hdl.handle.net/11427/19900.
Full textWu, Yanlan, and 吴艳兰. "Risk factors for death in pediatric intensive care unit of a tertiary children's hospital in Guangzhou city." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2014. http://hdl.handle.net/10722/206970.
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Public Health
Master
Master of Public Health
Wege, Martha Helena. "Why, how and when do children die in a Paediatric Intensive Care Unit (PICU) in South Africa?" Master's thesis, Faculty of Health Sciences, 2020. http://hdl.handle.net/11427/32382.
Full textGarza, Diane Milliken. "Psychosocial responses and needs of parents of infants with disabilities in the neonatal intensive care unit /." Digital version accessible at:, 1999. http://wwwlib.umi.com/cr/utexas/main.
Full textAmeer, Ahmed. "Safety measures to reduce medication administration errors in Paediatric Intensive Care Unit." Thesis, University of Hertfordshire, 2015. http://hdl.handle.net/2299/16352.
Full textYuan, Yuan, and 袁媛. "Incidence and factors associated with nosocomial infections in a neonatal intensive care unit (NICU) of an urban children hospital inChina." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2012. http://hub.hku.hk/bib/B48427287.
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Public Health
Master
Master of Public Health
Dubuc, Alexandra. "Assessing the Nutritional Status and Adequacy of Energy and Protein Intakes of Children Admitted to the Pediatric Intensive Care Unit." Thesis, Université d'Ottawa / University of Ottawa, 2020. http://hdl.handle.net/10393/40404.
Full textKjörrefjord, Linda. "När vården byter riktning : Palliativ vård på barnintensiven." Thesis, Röda Korsets Högskola, 2016. http://urn.kb.se/resolve?urn=urn:nbn:se:rkh:diva-2248.
Full textBackground: In 2012 Sweden created its first natinal program and knowledge base for palliative care. Palliative care is described by the Swedish National Board through four bases, symptom relifes, multi-professional cooperation, support to relatives, and communication and relationship. It is usually the nurse that identifies the need for palliation, but the doctor is the one that makes the decision to begin palliative care. This can be a long process and cause the child unnecessary suffering. Aim: To describe the intensive care nurses experiences in ending life support and the transition to palliative care of children intensive care. Method: The study was conducted as a qualitative interview study. Six individual semi-structured interviews with intensive care nurses at a childrens intensive care unit in Sweden was carried out . These interviews were analyzed on the basis of Elo and Kygnäs method of qualitative content analysis and resulted in three main categories. Result: The nurses' experiences of withdrawing lifesustaining treatment and the transition to palliative care was presented in the result within three main categories, ”The irrevocable life”, ”The end of life” and ”What can the nurse do for the family?”. Conclusion: To discontinue life-sustaining care and transition to palliative care is a complex and difficult ethical decision.
Heyns, Louis. "The clinical presentation and outcome of tuberculosis in children admitted to a paediatric intensive care unit in an area with a high incidence of pulmonary tuberculosis." Master's thesis, University of Cape Town, 1996. http://hdl.handle.net/11427/26249.
Full textIsmail, Ahmad. "The Influence of Context on Utilizing Research Evidence for Pain Management in Jordanian Pediatric Intensive Care Units." Thesis, Université d'Ottawa / University of Ottawa, 2018. http://hdl.handle.net/10393/38503.
Full textElisabeth, Wimo. "Kritiskt sjuka barns delaktighet : En studie om sjuksköterskans omvårdnad på BIVA." Thesis, Röda Korsets Högskola, 2016. http://urn.kb.se/resolve?urn=urn:nbn:se:rkh:diva-2253.
Full textGidlöf, Madeleine, and Lisbeth Hansson. "Jag är också närstående : Barns upplevelser av att vara närstående till en svårt sjuk person." Thesis, Högskolan i Borås, Institutionen för Vårdvetenskap, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:hb:diva-16866.
Full textProgram: Fristående kurs
Brassica, Sandra Cristina. "Perfil da utilização de medicamentos não licenciados e sem indicação para crianças em UTI neonatal de Hospital Universitário de média complexidade." Universidade de São Paulo, 2009. http://www.teses.usp.br/teses/disponiveis/9/9139/tde-17112009-121720/.
Full textIntroduction. In pediatrics utilization of unlicensed an off-label drugs are a common practice and this account for ethical and economic reasons. The utilization of unlicensed and off label drugs is not illegal, but can expose patients to risk of harm. Physicians and pharmacists have legal responsibility for any adverse event that may result from this use. Some studies in the pediatric field suggest an increased risk to adverse reactions related to unlicensed and off label use. Objective. To assess the exposure to unlicensed and off-label medicines in neonates admitted to the Neonatal Intensive Care Unit (NICU) in a Brazilian medium complexity University Hospital. Materials and Methods. A cross sectional descriptive study was conducted of prescribed medicines in the first 24 hours of admission for 79 patients admitted to the Neonatal Intensive Care Unit (NICU) in the University Hospital of the University of São Paulo (HU-USP), campus of São Paulo in the period of 12/03/08 to 03/11/08. The medicines were classified as unlicensed and off-label for use in neonatal population according to the criteria for licensing of medicines in Brazil and US. Results: There were a total of 346 medicines prescribed and according to the established criteria in Brazil 58% were unlicensed, 9.5% were off-label; 66% of patients were exposed to at least 1 item unlicensed and 18% at least 1 item off-label. In relation to the criteria in USA 53% were not licensed, 10.9% were off-label, and 63% of patients were exposed to at least 1 item unlicensed and 20% at least 1 item off-label. Conclusions: Brazilian neonates are exposed to unlicensed and off-label medicines already in the first 24 hours of hospitalization. Although efforts have been employed in several countries to reduce this practice, the problem was not solved. In Brazil, there is even different information in leaflets for medicines licensed in and, in relation, to unlicensed or off-label medicines there is no established policy.
Thompson, Andrew Paul. "Whanau/family meetings in the paediatric intensive care unit: content, process, and family satisfaction : a thesis presented in fulfilment of the requirements for the degree of Master of Philosophy, Social Work, Massey University, Auckland, New Zealand." Massey University, 2009. http://hdl.handle.net/10179/1102.
Full textGonçalves, Heloisa Amaral Gaspar. "Ecocardiografia em terapia intensiva: avaliação de treinamento voltado para intensivistas e emergencistas pediátricos." Universidade de São Paulo, 2014. http://www.teses.usp.br/teses/disponiveis/5/5141/tde-29102014-151645/.
Full textBackground: Focused echocardiographic examinations performed by intensivists and emergency room physicians can be a valuable tool for diagnosing and managing the hemodynamic status of critically ill children. The aim of this study was to evaluate the learning curve achieved using a theoretical and practical training program designed to enable pediatric intensivists and emergency physicians to conduct targeted echocardiograms. Methods: Theoretical and practical training sessions were conducted with 16 pediatric intensivist/emergency room physicians. The program included qualitative analyses of the left ventricular (LV) and right ventricular (RV) functions, evaluation of pericardial effusion/cardiac tamponade and valvular regurgitation and measurements of the distensibility index of the inferior vena cava (dIVC), ejection fraction (EF) and cardiac index (CI). The practical training sessions were conducted in the intensive care unit; each student performed 24 echocardiograms. The students in training were evaluated in a practical manner, and the results were compared with the corresponding examinations performed by experienced echocardiographer. The evaluations occurred after 8, 16 and 24 practical examinations. Results: The concordance rates between the students and echocardiographers in the subjective analysis of the LV function were 81.3% at the first evaluation, 96.9% at the second evaluation and 100% at the third evaluation (p < 0.001). For the dIVC, we observed a concordance of 46.7% at the first evaluation, 90.3% at the second evaluation and 87.5% at the third evaluation (p=0.004). The means of the differences between the students\' and echocardiographers\' measurements of the EF and CI were 7% and 0.56 L/min/m2, respectively, after the third stage of training. Conclusions: The proposed training was demonstrated to be sufficient for enabling pediatric physicians to analyze subjective LV function and to measure dIVC, EF and CI. This training course should facilitate the design of other echocardiography training courses that could be implemented in medical residency programs to improve these physicians\' technical skills and the care of critically ill patients
Brossier, David. "Élaboration et validation d'une base de données haute résolution destinée à la calibration d'un patient virtuel utilisable pour l'enseignement et la prise en charge personnalisée des patients en réanimation pédiatrique Perpetual and Virtual Patients for Cardiorespiratory Physiological Studies Creating a High-Frequency Electronic Database in the PICU: The Perpetual Patient Qualitative subjective assessment of a high-resolution database in a paediatric intensive care unit-Elaborating the perpetual patient's ID card Validation Process of a High-Resolution Database in a Pediatric Intensive Care Unit – Describing the Perpetual Patient’s Validation Evaluation of SIMULRESP©: a simulation software of child and teenager cardiorespiratory physiology." Thesis, Normandie, 2019. http://www.theses.fr/2019NORMC428.
Full textThe complexity of the patients in the intensive care unit requires the use of clinical decision support systems. These systems bring together automated management protocols that enable adherence to guidelines and virtual physiological or patient simulators that can be used to safely customize management. These devices operating from algorithms and mathematical equations can only be developed from a large number of patients’ data. The main objective of the work was the elaboration of a high resolution database automatically collected from critically ill children. This database will be used to develop and validate a physiological simulator called SimulResp© . This manuscript presents the whole process of setting up the database from concept to use
Goldsborough, Jennifer. "Palliative Care Integration in the Intensive Care Unit." ScholarWorks, 2018. https://scholarworks.waldenu.edu/dissertations/4787.
Full textTanner, Lisa. "Effects of early acoustic stimulation of prepulse inhibition in mice [electronic resource] / by Lisa Tanner." University of South Florida, 2003. http://purl.fcla.edu/fcla/etd/SFE0000070.
Full textTitle from PDF of title page.
Document formatted into pages; contains 20 pages.
Includes bibliographical references.
Text (Electronic thesis) in PDF format.
ABSTRACT: The purpose of this study was to determine the effects of an atypical pattern of early acoustic stimulation on auditory development. Previous human research suggests that the acoustic environment of pre-term human infants in the Neonatal Intensive Care Unit (NICU) negatively affects some aspects of auditory development. Animal research suggests that premature auditory stimulation interrupts auditory development. Because mice are born before their auditory systems are developed, they make an excellent model for research on fetal and postnatal plasticity of the auditory system. The premature auditory state of newborn mice is similar to that of the NICU pre-term infant, albeit, natural for mice C57 mouse pups were exposed to an augmented acoustic environment (AAE) of a nightly 12-hour regiment of 70 dB SPL noise burst, beginning before age 12 days (onset of hearing) and lasting for one month.
ABSTRACT: The prepulse inhibition (PPI) of mice exposed to the AAE was compared to that of non-exposed mice to observe short-term and long-term effects. Results showed that the prepulse inhibition of the AAE exposed mice did not differ significantly from that of the non-exposed mice. However, it is possible that the measurement used, PPI, may not have been appropriate or that the AAE may not have been an appropriate simulation of the NICU environment.
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郭子琪 and Chi-ki Priscilla Kwok. "Nurse-controlled intensive insulin infusion in adult intensive care unit." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2008. http://hub.hku.hk/bib/B40720858.
Full textKwok, Chi-ki Priscilla. "Nurse-controlled intensive insulin infusion in adult intensive care unit." Click to view the E-thesis via HKUTO, 2008. http://sunzi.lib.hku.hk/hkuto/record/B40720858.
Full textStadd, Karen. "Initiating Kangaroo Care in the Neonatal Intensive Care Unit." ScholarWorks, 2018. https://scholarworks.waldenu.edu/dissertations/5267.
Full textSaab, Emile. "A database for an intensive care unit." Thesis, McGill University, 1995. http://digitool.Library.McGill.CA:80/R/?func=dbin-jump-full&object_id=23376.
Full textThis thesis presents a database design that allows abstract definition of data types, and offers a unified view of data during the development phase, distinct levels of data management and a higher degree of system flexibility. This database model is an implementation of a database for a Patient Data Management System (PDMS) developed for use in the ICU of the Montreal Children's Hospital. The PDMS has a variety of application modules that handle and process various types of data according to functionality requirements.
Price-Lloyd, Naomi. "Stochastic models for an intensive care unit." Thesis, Cardiff University, 2003. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.434007.
Full textForonda, Flavia Andrea Krepel. "Duração da ventilação mecânica em pediatria: impacto da introdução de avaliações diárias e teste de respiração espontânea." Universidade de São Paulo, 2013. http://www.teses.usp.br/teses/disponiveis/5/5141/tde-08082013-095322/.
Full textIntroduction: Mechanical ventilation (MV) is common in children with acute respiratory failure and is associated with several complications requiring efforts to shorten its duration. Objectives: To assess whether the combination of daily evaluation and use of a spontaneous breathing test (SBT) could shorten the duration of mechanical ventilation as compared with weaning based on our standard of care. Secondary outcome measures included extubation failure rate and the need for noninvasive ventilation (NIV).Design: A prospective, randomized, controlled trial. Setting: Two pediatric intensive care units at university hospitals in Brazil. Patients: The trial involved children between 28 days and 15 years of age who were receiving MV for at least 24 hours. Interventions: Patients were randomly assigned to one of two weaning protocols. In the test group, the children underwent a daily evaluation to check readiness for weaning and then submitted to an SBT with 10 cm H2O pressure support and a PEEP of 5 cm H2O for 2 hours. The SBT was repeated the next day for children who failed it. In the control group, weaning was performed according to standard care procedures. Measurements and main results: A total of 294 eligible children were randomized, with 155 to the test group and 139 to the control group. The time to extubation was shorter in the test group, where the median MV duration was 3.5 days (95% confidence interval [CI], 3.0 to 4.0) as compared to 4.7 days (95% CI, 4.1 to 5.3) in the control group (p=0.0127). This significant reduction in the MV duration for the intervention group was not associated with increased rates of extubation failure or NIV. It represents a 30% reduction in the risk of remaining on MV (hazard ratio: 0.70). Conclusions: A daily evaluation to check readiness for weaning combined with a SBT reduced the MV duration for children on MV for more than 24 hours, without increasing the extubation failure rate or the need for NIV
Llano-Diez, Monica. "Mechanisms Underlying Intensive Care Unit Muscle Wasting : Intervention Strategies in an Experimental Animal Model and in Intensive Care Unit Patients." Doctoral thesis, Uppsala universitet, Klinisk neurofysiologi, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-173466.
Full textWolak, Eric S. "Perceptions of an intensive care unit mentorship program." Greensboro, N.C. : University of North Carolina at Greensboro, 2007. http://libres.uncg.edu/edocs/etd/1492Wolak/umi-uncg-1492.pdf.
Full textTitle from PDF t.p. (viewed Mar. 3, 2008). Directed by Susan Letvak; submitted to the School of Nursing. Includes bibliographical references (p. 53-58).
Brundage, Janice Kay. "Maternal attachment in the neonatal intensive care unit." Diss., The University of Arizona, 1987. http://hdl.handle.net/10150/184255.
Full textKoontz, Victoria S. "Parental satisfaction in a pediatric intensive care unit." Huntington, WV : [Marshall University Libraries], 2003. http://www.marshall.edu/etd/descript.asp?ref=346.
Full textChudleigh, Jane. "Infection control in the neonatal intensive care unit." Thesis, London South Bank University, 2001. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.618660.
Full textPhillips, Raylene May. "Supporting parents in the neonatal intensive care unit." CSUSB ScholarWorks, 1996. https://scholarworks.lib.csusb.edu/etd-project/1163.
Full textNjenje, Charles Chukwuemeka. "Improving Hand Hygiene in an Intensive Care Unit." ScholarWorks, 2018. https://scholarworks.waldenu.edu/dissertations/5914.
Full textMenon, Prema Ramachandran. "Telemedicine Enhances Communication in the Intensive Care Unit." ScholarWorks @ UVM, 2016. http://scholarworks.uvm.edu/graddis/574.
Full textFerreira, Josà Hernevides Pontes. "Team perception of nursing care humanized in intensive care unit neonatal." Universidade Federal do CearÃ, 2016. http://www.teses.ufc.br/tde_busca/arquivo.php?codArquivo=16481.
Full textHospitalization of the newborn is necessary when health conditions require immediate assistance for their recovery. Humanized actions in the neonatal unit have been developed in order to make it less painful separation parent-child when it needs technological support and team of trained professionals. It was aimed to analyze the perception and knowledge of the nursing team on the promotion of humanized care for newborn in a Neonatal Intensive Care Unit . It is a qualitative study conducted in a public hospital, large, tertiary level, in Fortaleza, Brazil, in the months October and November 2015, after approval by the Research Ethics Committee, under Protocol N. 1,191,339. The subjects were 14 nurses and 20 nursing technicians working in neonatal care. The data collected through semi-structured interviews consist identification data and five guiding issues that permeate the knowledge of the nursing team about the care and promotion of humanized care in the UTIN. In addition, we used no-participant observation and field diary. For analysis, we sought to Bardin technique that extracted the three categories lines: âTaking care of the human personâ, ânursing contributions to the humane careâ and âFactors that affect the quality of humanized care.â The results showed that the nursing team understands humanization as an indispensable element for the comprehensive care to the baby and family, which was observed from the speeches of welcome, restoring health and disease of the newborn process. The professionals had knowledge of the humanized care, played their actions conscious, oriented and appreciative way about the quality of neonatal care and parents who face the challenges inherent in the admission process. We conclude that the performance of these professionals permeates compliance with the regulations of the National Humanization Policy regarding humanized care to the newborn, family and neonatal ambience. It is believed that such actions minimize the impact caused by the characteristics of the disease treatment as well as stressors.
A hospitalizaÃÃo do recÃm-nascido faz-se necessÃria, quando as condiÃÃes de saÃde requerem assistÃncia imediata para o seu restabelecimento. As aÃÃes humanizadas na unidade neonatal tÃm sido desenvolvidas, a fim de tornar menos dolorosa à separaÃÃo pais-filho, quando este necessita de suporte tecnolÃgico e equipe de profissionais capacitados. Objetivou-se analisar a percepÃÃo e conhecimentos da equipe de enfermagem sobre a promoÃÃo do cuidado humanizado ao recÃm-nascido internado na Unidade de Terapia Intensiva Neonatal (UTIN). Trata-se de estudo qualitativo, realizado em hospital pÃblico, de grande porte, nÃvel terciÃrio, em Fortaleza-CE-Brasil, nos meses outubro e novembro de 2015, apÃs aprovaÃÃo pelo Comità de Ãtica em Pesquisa, sob Protocolo n 1.191.339. Os sujeitos foram 14 enfermeiros e 20 tÃcnicos de enfermagem atuantes na assistÃncia ao neonato. Os dados coletados, por meio de entrevista semiestruturada, consistem dados de identificaÃÃo e cinco questÃes norteadoras, que permeiam o conhecimento da equipe de enfermagem acerca do cuidado e a promoÃÃo da assistÃncia humanizada na UTIN. Ademais, utilizou-se observaÃÃo nÃo participante e diÃrio de campo. Para anÃlise, sÃntese e descriÃÃo, buscou-se a tÃcnica de Bardin, que se extraÃram das falas trÃs categorias: âCuidar do ser humanoâ, âContribuiÃÃes de enfermagem para o cuidado humanizadoâ e âFatores que interferem na qualidade do cuidado humanizadoâ. Os resultados revelaram que a equipe de enfermagem compreende a humanizaÃÃo como elemento indispensÃvel para o cuidado integral ao bebà e famÃlia, o que se observou desde as intervenÃÃes de acolhimento, ao restabelecimento do processo saÃde-doenÃa do neonato. Os profissionais apresentaram conhecimentos acerca do cuidado humanizado, desempenharam suas aÃÃes de forma consciente, orientada e sensibilizada, quanto à qualidade da assistÃncia ao neonato e aos pais que enfrentam os desafios inerentes ao processo de internaÃÃo. Percebe-se, portanto, que a atuaÃÃo desses profissionais permeia o cumprimento aos regulamentos da PolÃtica Nacional de HumanizaÃÃo. Conclui-se que o cuidado humanizado aplicado nessa ambiÃncia à essencial ao recÃm-nascido e famÃlia, uma vez que minimiza o impacto causado pelas caracterÃsticas da doenÃa, tratamento, bem como os fatores estressantes da UTIN.
Torres, Nicole Marie, and Nicole Marie Torres. "Palliative Care Utilization in the Intensive Care Unit: A Descriptive Study." Diss., The University of Arizona, 2018. http://hdl.handle.net/10150/626674.
Full textSmith, Jennifer Hale. "Prevalence of Pain in the Medical Intensive Care Unit." Yale University, 2006. http://ymtdl.med.yale.edu/theses/available/etd-06282006-143554/.
Full textSun, Kwok Wai. "A nursing workload scheduler in an intensive care unit /." Thesis, McGill University, 1994. http://digitool.Library.McGill.CA:80/R/?func=dbin-jump-full&object_id=68055.
Full textThis thesis begins with a literature review of computerized medical information systems. It follows with a description of the design and the implementation of the NWS. Evaluation and performance results are then presented and discussed. An outline of future extensions for the system are discussed before the conclusion.
Sackey, Peter V. "Inhaled sedation with isoflurane in the intensive care unit /." Stockholm, 2006. http://diss.kib.ki.se/2006/91-7140-962-9/.
Full textLawhon, Gretchen. "Facilitation of parenting within the newborn intensive care unit /." Thesis, Connect to this title online; UW restricted, 1994. http://hdl.handle.net/1773/7195.
Full textRomesberg, Tricia L. "Midline Catheter Use in the Newborn Intensive Care Unit." UNF Digital Commons, 2014. http://digitalcommons.unf.edu/etd/544.
Full textCrawford, Kathryn J. "Assessment of noise in a medical intensive care unit." Thesis, University of Iowa, 2016. https://ir.uiowa.edu/etd/2061.
Full textProbst, Piper. "Alarm Safety in a Regional Neonatal Intensive Care Unit." ScholarWorks, 2015. https://scholarworks.waldenu.edu/dissertations/1655.
Full textPark, Joseph Seung Young. "Predicting intensive care unit patient outcomes through patient similarity." Thesis, Massachusetts Institute of Technology, 2019. https://hdl.handle.net/1721.1/123036.
Full textThesis: M. Eng. in Computer Science and Molecular Biology, Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, 2019
Cataloged from student-submitted PDF version of thesis.
Includes bibliographical references (pages 85-86).
An ICU stay involves invasive treatments, and frequently, the decision to continue therapy is made with limited information based on the physician's personal experience. This thesis proposal describes a tool to assist this decision by identifying similar patients and using their outcomes for prediction. We used the eICU Collaborative Research Database (eICU-CRD) v2.0 for the project. Different time varying and time constant features about the patient's demographics and clinical trajectory was used as input data, such as patient age and longitudinal blood pressure measurement. Using this information, a Cox Proportional Hazards model was built to map the multivariate time series of input data to a univariate time series, which was used to match the patient to a cohort of similar patients. Based on the cohort, this model predicted the probability of a healthy discharge by using the aggregate outcome of the cohort for prediction.
by Joseph Seung Young Park
M. Eng. in Computer Science and Molecular Biology
M.Eng.inComputerScienceandMolecularBiology Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science
McNett, Molly M. "Intensive Care Unit Nurse Judgments About Secondary Brain Injury." Kent State University / OhioLINK, 2008. http://rave.ohiolink.edu/etdc/view?acc_num=kent1205339970.
Full textCrosbie, Brian. "Nurses' understanding of technology in the Intensive Care Unit." Thesis, University of Sheffield, 2014. http://etheses.whiterose.ac.uk/7607/.
Full textReader, Thomas W. "Teamwork and Team Cognition in the Intensive Care Unit." Thesis, University of Aberdeen, 2007. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.485379.
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