Optimizing Clinical Reasoning in Time-Critical Scenarios: A data-driven multimodal approach (CRETIC)

Bidragets beskrivning

CRETIC aims to optimize emergency training of healthcare students and trainees. I will develop an innovative gamified platform that combines virtual patients and elements of educational escape rooms to simulate clinical emergencies. Data from multiple sources (physiological sensors, questionnaires and digital logs) will be collected to capture the full breadth of the dynamics of the clinical reasoning process. The data will be analyzed using the latest temporal learning analytics and explainable artificial intelligence methods to map the clinical reasoning process and the factors that lead to successful and effective decision-making. The proposal will result in an open scalable platform that will dramatically improve the training of medical emergencies, offer personalized insights into effective decision-making, provide a safe environment for practicing challenging clinical situations, and ultimately decrease medical errors, one of the leading causes of death worldwide
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Startår

2024

Slutår

2028

Beviljade finansiering

Sonsoles López Pernas Orcid -palvelun logo
606 199 €

Finansiär

Finlands Akademi

Typ av finansiering

Akademiforskare

Päättäjä

Forskningsrådet för kultur och samhälle
13.06.2024

Övriga uppgifter

Finansieringsbeslutets nummer

360746

Vetenskapsområden

Data- och informationsvetenskap

Forskningsområden

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