Search for dissertations about: "Jonas Boström"

Found 2 swedish dissertations containing the words Jonas Boström.

2. 1. Knowledge for Improving Healthcare Service Quality : Combining Three Perspectives

   Author : Jonas Boström; Johan Lilja; Ingela Bäckström; Helene Hillborg; Andreas Hellström; Mittuniversitetet; []
   Keywords : TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; quality; healthcare; knowledge; design thinking; improvement; professions;

   Abstract : The Swedish public sector in general, and healthcare specifically, is struggling with large deficits: 19 of 21 regions have large negative results in 2019. The demands made by the citizens and their elected politicians that healthcare should offer effective, accessible, good and equal care are difficult to meet. READ MORE

4. 2. Integrating domain knowledge into deep learning : Increasing model performance through human expertise

   Author : Niclas Ståhl; Göran Falkman; Alexander Karlsson; Gunnar Mathiason; Jonas Boström; Keith Downing; Högskolan i Skövde; []
   Keywords : NATURVETENSKAP; NATURAL SCIENCES; INF301 Data Science; INF301 Data Science; Skövde Artificial Intelligence Lab SAIL ; Skövde Artificial Intelligence Lab SAIL ;

   Abstract : The research in this thesis is focused on how deep learning models can be designed and implemented to better emulate and integrate the heuristic reasoning process of human experts. Several case studies, within the domains of steel making and drug discovery, are conducted in order to evaluate the performance of these models, in comparison to models that do not consider human expert knowledge from the targeted domain. READ MORE