Essays about: "healthcare information system design"
Showing result 1 - 5 of 64 essays containing the words healthcare information system design.
-
1. Adaptive Tactics in Software Operations: How People Manage Complexity by Asking for Help
University essay from Lunds universitet/Avdelningen för Riskhantering och SamhällssäkerhetAbstract : Society relies on the continued operation of software systems, from healthcare to social media platforms. These systems can be engineered to be highly reliable, but complexity assures surprise. People have the ability to manage this complexity, filling gaps in design by recognizing, diagnosing and correcting anomalies. READ MORE
-
2. MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels in Stacking Ensemble Learning
University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)Abstract : Stacking, also known as stacked generalization, is a method of ensemble learning where multiple base models are trained on the same dataset, and their predictions are used as input for one or more metamodels in an extra layer. This technique can lead to improved performance compared to single layer ensembles, but often requires a time-consuming trial-and-error process. READ MORE
-
3. Tenant Separation on a multi-tenant microservice platform
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : Axis Communications wishes to investigate their PaaS system, Axis Connected Services(ACX), with regard to separation of the tenants of the platform to ensure the implemented separation technologies are used correctly and to find out whether more separation is necessary. ACX ties together several previously separate services under a single umbrella, with the goal of improving usability and increasing inter-service functionalities and centralisation of the software products Axis has developed for their devices. READ MORE
-
4. Touch gestures in a medical imaging IT system : A study exploring how to support the design process with tools to achieve a consistency in the use of touch gestures between products
University essay from Linköpings universitet/Interaktiva och kognitiva systemAbstract : The lack of existing guides or recommendations to design for touch is the cause of an opportunity to create a more efficient process for people designing a touch-based system. Today the process is highly time consuming and leads to inconsistency between products which impacts the user experience in a negative way. READ MORE
-
5. Towards Building Privacy-Preserving Language Models: Challenges and Insights in Adapting PrivGAN for Generation of Synthetic Clinical Text
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : The growing development of artificial intelligence (AI), particularly neural networks, is transforming applications of AI in healthcare, yet it raises significant privacy concerns due to potential data leakage. As neural networks memorise training data, they may inadvertently expose sensitive clinical data to privacy breaches, which can engender serious repercussions like identity theft, fraud, and harmful medical errors. READ MORE
