Essays about: "Healthcare context"

Showing result 1 - 5 of 182 essays containing the words Healthcare context.

1. 1. Electronic Health Records System’s Routinization: Exploring healthcare workers’ experiences in a Chinese Public Hospital

   University essay from Lunds universitet/Institutionen för informatik

   Author : Yuhu Feng; Yiping Xu; [2024]
   Keywords : Electronic Health Records; Information Systems; Adaptive Structuration Theory; Healthcare; China; Business and Economics;

   Abstract : This study investigates the routinization of Electronic Health Records (EHR) systems in a Chinese hospital setting, focusing on Yangzhou University Hospital. Utilizing Adaptive Structuration Theory (AST), the research explores the complex interplay between technolo-gy, human agency, and organizational structures in the context of EHR implementation. READ MORE

3. 2. Station-level demand prediction in bike-sharing systems through machine learning and deep learning methods

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : Nikolaos Staikos; [2024]
   Keywords : Physical Geography; Ecosystem Analysis; Bike-sharing demand; Machine learning; Deep learning; Spatial regression; Graph Convolutional Neural Network; Multiple Linear Regression; Multilayer Perceptron Regressor; Support Vector Machine; Random Forest Regressor; Urban environment; Micro-mobility; Station planning; Geomatics; Earth and Environmental Sciences;

   Abstract : Public Bike-Sharing systems have been employed in many cities around the globe. Shared bikes are an efficient and convenient means of transportation in advanced societies. Nonetheless, station planning and local bike-sharing network effectiveness can be challenging. READ MORE

4. 3. Dealing With The Unexpected in Prehospital Patientcare: The Lived Experience Of EMS Clinicians

   University essay from Lunds universitet/Avdelningen för Riskhantering och Samhällssäkerhet

   Author : Aart-Jan Ketelaar; [2024]
   Keywords : Patient safety; Prehospital patientcare; EMS clinician; Resilient healthcare; Human factors; Decision making; Learning; Expertise; Emergency care; Adapting; Complexity; Complex systems; Phenomenology; FLMU06; Social Sciences;

   Abstract : Background In prehospital patient care, numerous patients are examined, treated, and transported. Some are acutely seriously ill, while others, though not acutely ill, necessitate ambulance transport due to their inability to do so independently. Among the latter group, patients may be sicker than initially estimated. READ MORE

5. 4. Self-Supervised Learning for Tabular Data: Analysing VIME and introducing Mix Encoder

   University essay from Lunds universitet/Fysiska institutionen

   Author : Max Svensson; [2024]
   Keywords : Machine Learning; Self-supervised learning; AI; Physics; Medicine; Physics and Astronomy;

   Abstract : We introduce Mix Encoder, a novel self-supervised learning framework for deep tabular data models based on Mixup [1]. Mix Encoder uses linear interpolations of samples with associated pretext tasks to form useful pre-trained representations. READ MORE

6. 5. Bridging Nature and Care : nurturing Individuals with Dementia in a Residential Care Facility in Denmark

   University essay from SLU/Dept. of People and Society

   Author : Mia Therese Trnka; [2024]
   Keywords : quality Evaluation Tool; nature-based care culture; principal Model of Four Zones of Contact with the Outdoors; nature-based dementia care; key-players in nature-based care cultures; healthcare professionals; supporting environments in residential care facilities; nature-based interventions;

   Abstract : The global demographic shift towards an aging population, with a projected 22% of the world over 60 by 2050, presents a significant challenge because of the soaring rates of dementia, carrying profound economic, political, and social consequences. Research emphasizes the potential of naturebased interventions in improving the well-being of individuals with dementia. READ MORE