Sökning: "CDSS"

Visar resultat 1 - 5 av 19 avhandlingar innehållade ordet CDSS.

  1. 1. On Decision Support in Participatory Medicine Supporting Health Care Empowerment

    Författare :Kerstin Ådahl; Blekinge Tekniska Högskola; []
    Nyckelord :SAMHÄLLSVETENSKAP; SOCIAL SCIENCES; Decision support; CDSS; EHR; Patient safety; Patient empowerment; Participatory medicine; Patient-centered collaborative practice;

    Sammanfattning : The task of ensuring Patient Safety is, more than ever, central in Healthcare. The report “To Err is Human” [Kohn et al. 2000], was revealing alarming numbers of incidents, injuries and deaths caused by deficiencies in healthcare activities. The book initiated assessment and change of Healthcare methods and procedures. LÄS MER

  3. 2. The use of computerised clinical decision support system in maternal and neonatal care in rural Africa : enthusiasm and concerns

    Författare :Sidagna Alphonse Zakane; Karolinska Institutet; Karolinska Institutet; []
    Nyckelord :;

    Sammanfattning : Background: Maternal and neonatal mortality rates remain high in sub-Saharan Africa. The shortage of skilled Healthcare Workers (HCWs) and poor access to guidelines are plausible reasons for the reported low quality in maternal and neonatal services in rural Africa. LÄS MER

  4. 3. Advancing Clinical Decision Support Using Machine Learning & the Internet of Medical Things : Enhancing COVID-19 & Early Sepsis Detection

    Författare :Mahbub Ul Alam; Rahim Rahmani; Jaakko Hollmén; Sadok Ben Yahia; Stockholms universitet; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Internet of Medical Things; Patient-Centric Healthcare; Clinical Decision Support System; Predictive Modeling in Healthcare; Health Informatics; Healthcare analytics; COVID-19; Sepsis; COVID-19 Detection; Early Sepsis Detection; Lung Segmentation Detection; Medical Data Annotation Scarcity; Medical Data Sparsity; Medical Data Heterogeneity; Medical Data Security Privacy; Practical Usability Enhancement; Low-End Device Adaptability; Medical Significance; Interpretability; Visualization; LIME; SHAP; Grad-CAM; LRP; Electronic Health Records; Thermal Image; Tabular Medical Data; Chest X-ray; Machine Learning; Deep Learning; Federated Learning; Semi-Supervised Machine Learning; Multi-Task Learning; Transfer Learning; Multi-Modality; Natural Language Processing; ClinicalBERT; GAN; data- och systemvetenskap; Computer and Systems Sciences;

    Sammanfattning : This thesis presents a critical examination of the positive impact of Machine Learning (ML) and the Internet of Medical Things (IoMT) for advancing the Clinical Decision Support System (CDSS) in the context of COVID-19 and early sepsis detection.It emphasizes the transition towards patient-centric healthcare systems, which necessitate personalized and participatory care—a transition that could be facilitated by these emerging fields. LÄS MER

  5. 4. Development and Evaluation of a Computerised Decision Support System for use in pre-hospital care

    Författare :Magnus Hagiwara; Björn-Ove Suserud; Eldar Søreide; Jönköping University; []
    Nyckelord :MEDICIN OCH HÄLSOVETENSKAP; MEDICAL AND HEALTH SCIENCES; prehospital care; patient assessment; clinical judgment; decision making; patient safety; human error; decision support;

    Sammanfattning : The aim of the thesis was to develop and evaluate a Computerised Decision Support System (CDSS) for use in pre-hospital care.The thesis was guided by a theoretical framework for developing and evaluating a complex intervention. The four studies used different designs and methods. LÄS MER

  7. 5. Computerized decision support system in nursing homes

    Författare :Mariann Fossum; Anna Ehrenberg; Margareta Ehnfors; Anna Forsberg; Örebro universitet; []
    Nyckelord :MEDICIN OCH HÄLSOVETENSKAP; MEDICAL AND HEALTH SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; Computerized decision support; intervention study; malnutrition; nursing documentation; pressure ulcer; qualitative content analysis; think-aloud interviews; usability evaluation; Vårdvetenskap; Nursing Science;

    Sammanfattning : The overall aim of this thesis was to study the thinking strategies and clinical reasoning processes of registered nurses (RNs) and to implement and test a computerized decision support system (CDSS) integrated into the electronic health care record (EHR) to improve patient outcomes, i.e. LÄS MER