Integrating Machine Learning (ML) models into healthcare system, especially by Natural Language Processing (NLP), holds tremendous potential for improving hospital workflows and patient outcomes. This thesis presents the challenges and deployment of an NLP model, Automated Medical Entity Recognition (AMER), designed to extract medical entities from clinical text, within in cloud-based Machine Learning ...

CO2-en fra Melkøya kan brukes som råvare i produksjon av fôr til både mennesker og dyr. Teknologien er allerede utprøvd ut ved ferrosilisiumproduksjonen i Finnfjordbotn.

Purpose - Although total dietary protein intake has been associated with bladder cancer (BC) risk, the effect of the origin (plant or animal) and the substitutions remain to be understood. This study aimed to investigate the effect of total dietary protein, animal-based protein, plant-based protein, and their substitutions with each other on the risk of BC using a pooled analysis of 10 cohort ...

In statistics, samples are drawn from a population in a data‐generating process (DGP). Standard errors measure the uncertainty in estimates of population parameters. In science, evidence is generated to test hypotheses in an evidence‐generating process (EGP). We claim that EGP variation across researchers adds uncertainty—nonstandard errors (NSEs). We study NSEs by letting 164 teams test the same ...

A future sustainable energy system is expected to be digital, de-central, de-carbonized, and democratized. As the transition unfolds, new and diverse actors of various sizes will emerge in different segments. Thereby, the future energy system could shift its attention to the actors’ behavior than finding an optimum based on the physical system. Agent based modeling tools can reflect decisions from ...

The use of recirculating aquaculture systems (RAS) for Atlantic salmon (Salmo salar) production has become increasingly common. RAS water disinfection plays a crucial role on its biosecurity. Peracetic acid (PAA) is a promising disinfectant due to its powerful oxidative properties, broad antimicrobial spectrum, and rapid degradation into no harmful compounds. This study focused on assessing the ...

This study investigates the regional demand for shrimp in Norway by employing the linear approximated Almost Ideal Demand System (LA/AIDS) framework. Shrimp consumption has grown significantly globally, with Norway being no exception. The LA/AIDS model allows us to examine the demand of shrimp across different regions in Norway. We utilize comprehensive data on regional shrimp consumption, prices, ...

Background - To maintain sustainability in the health care system, technology such as social alarms and sensors has been implemented in people’s homes with the goal of increasing independent living for elderly and multimorbid health care recipients. When implementing technology, someone needs to monitor and answer the alarms and calls, which is often coined ‘telecare’. Many countries have organized ...

In the context of the virosphere, viral particles can compete for host cells. In this scenario, some viruses block the entry of exogenous virions upon infecting a cell, a phenomenon known as superinfection inhibition. The molecular mechanisms associated with superinfection inhibition vary depending on the viral species and the host, but generally, blocking superinfection ensures the genetic supremacy ...