To warrant clinical adoption AI models require a multi-faceted implementation evaluation

Despite artificial intelligence (AI) technology progresses at unprecedented rate, our ability to translate these advancements into clinical value and adoption at the bedside remains comparatively limited. This paper reviews the current use of implementation outcomes in randomized controlled trials evaluating AI-based clinical decision support...

Charting a new course in healthcare: early-stage AI algorithm registration to enhance trust and transparency

AI holds the potential to transform healthcare, promising improvements in patient care. Yet, realizing this potential is hampered by over-reliance on limited datasets and a lack of transparency in validation processes. To overcome these obstacles, we advocate the creation of a detailed registry for AI algorithms. This registry would document...

Causal inference using observational intensive care unit data: a scoping review and recommendations for future practice

This scoping review focuses on the essential role of models for causal inference in shaping actionable artificial intelligence (AI) designed to aid clinicians in decision-making. The objective was to identify and evaluate the reporting quality of studies introducing models for causal inference in intensive care units (ICUs), and to provide...

The future of artificial intelligence in intensive care: moving from predictive to actionable AI

Artificial intelligence (AI) research in the intensive care unit (ICU) mainly focuses on developing models (from linear regression to deep learning) to predict out-<br/>comes, such as mortality or sepsis [1, 2]. However, there is another important aspect of AI that is typically not framed as AI (although it may be more worthy of the name), which...

Development and validation of an early warning model for hospitalized COVID-19 patients: a multi-center retrospective cohort study

Background: Timely identification of deteriorating COVID-19 patients is needed to guide changes in clinical management and admission to intensive care units (ICUs). There is significant concern that widely used Early warning scores (EWSs) underestimate illness severity in COVID-19 patients and therefore, we developed an early warning model...

Demystifying machine learning for mortality prediction

NINscope, a versatile miniscope for multi-region circuit investigations

Miniaturized fluorescence microscopes (miniscopes) have been instrumental to monitor neural signals during unrestrained behavior and their open-source versions have made them affordable. Often, the footprint and weight of open-source miniscopes is sacrificed for added functionality. Here, we present NINscope: a light-weight miniscope with a...

Control of a 3-Phase Permanent Magnet Synchronous Motor Drive Employing a Slim DC-Link

Decomposition of Iron-based Martensites: Redistribution of Interstitial Atoms and Precipitation, Ontleden van op IJzer Gebaseerde Martensieten : Herverdeling van Interstitiële Atomen en Precipitatie

Database middelgroot ro/ro tonnage

Vervoersconcept voor Nile Dutch Africa line bv

Inleiding Nile Dutch & West Africa

Projektplanning in de maritieme techniek. Literatuurstudi

De lawaaibelasting rondom de vliegbasis Eindhoven

De lawaaibelasting rond Schiphol in 1970, 1971 en 1972

Dit rapport geeft een overzicht van de uitgangspunten voor en de resultraten van de berekeningen van de lawaaibelasting rond Schiphol in de jaren 1970, 1971 en 1972. De berekeningen zijn uitgevoerd op basis van de meest recente gegevens en technieken; aan de resultaten wordt derhalve een hogere betrouwbaarheid toegedacht dan aan die in eerdere...

Comparison of the British, German and Netherlands indices and of the admissable national limits of aircraft noise nuisance

Because of the different structure of the British, German and Netherlands indices of aircraft noise exposure it is not possible to present generally applicable relations between these indices. In a number of cases, which are more closely defined, it has, hovjever, been possible to make a comparison. In this report the results of such a...

De verwachte geluidsbelasting tot 1985 in de omgeving van de luchthaven Schiphol voor enige baanconfiguraties

Dit rapport geeft een overzicht van de uitgangspunten die ten grondslag liggen aan berekeningen van de verwachte geluidsbelasting in de omgeving van de luchthaven Schiphol. De berekeningen zijn, in afhankelijkheid van het beschouwde jaar, voor diverse samenstellingen van het luchtverkeer uitgevoerd. Tevens is een aantal verschillende...