[HTML][HTML] Contribution of Open Access Databases to Intensive Care Medicine Research: Sco** Review

J Kallout, A Lamer, J Grosjean, G Kerdelhué… - Journal of Medical …, 2025 - jmir.org
Background Intensive care units (ICUs) handle the most critical patients with a high risk of
mortality. Due to those conditions, close monitoring is necessary and therefore, a large …

The evolving role of nursing informatics in the era of artificial intelligence

AJ Nashwan, JCA Cabrega, MI Othman… - International Nursing …, 2025 - Wiley Online Library
Aim This narrative review explores the integration of artificial intelligence (AI) into nursing
informatics and examines its impact on nursing practice, healthcare delivery, education, and …

[HTML][HTML] Using Domain Adaptation and Inductive Transfer Learning to Improve Patient Outcome Prediction in the Intensive Care Unit: Retrospective Observational …

MK Mutnuri, HT Stelfox, ND Forkert, J Lee - Journal of Medical Internet …, 2024 - jmir.org
Background Accurate patient outcome prediction in the intensive care unit (ICU) can
potentially lead to more effective and efficient patient care. Deep learning models are …

Short-term vital parameter forecasting in the intensive care unit: A benchmark study leveraging data from patients after cardiothoracic surgery

N Hinrichs, T Roeschl, P Lanmueller, F Balzer… - PLOS Digital …, 2024 - journals.plos.org
Patients in an Intensive Care Unit (ICU) are closely and continuously monitored, and many
machine learning (ML) solutions have been proposed to predict specific outcomes like …

Machine learning-based predictors for ICU admission of COVID-19 patients

N Alhawas, S Kartal - International Summit Smart City 360°, 2021 - Springer
The burden on the health sector has increased when covid-19 was declared as a critical
pandemic, making the decision-taking more crucial. This study aimed mainly to build …

[PDF][PDF] The evolving role of nursing informatics in the era of artificial intelligence

MI Othman, MA Khedr, YM Osman, AM El-Ashry… - 2025 - researchgate.net
Aim: This narrative review explores the integration of artificial intelligence (AI) into nursing
informatics and examines its impact on nursing practice, healthcare delivery, education, and …

[PDF][PDF] Impact of Analytics Applying Artificial Intelligence and Machine Learning on Enhancing Intensive Care Unit: A Narrative Review

GS Charan, AS Charan… - Galician Medical …, 2023 - pdfs.semanticscholar.org
Introduction. The intensive care unit (ICU) plays a pivotal role in providing specialized care
to patients with severe illnesses or injuries. As a critical aspect of healthcare, ICU …

Gauging the Gaps for Decision Support-Data integration in the Hospital Information Systems with Machine Learning

WYC Wang, PHW Jiang, TG Tiong… - Proceedings of the 6th …, 2022 - dl.acm.org
It has been trendy to embedded machine learning techniques in enhancing decision
supports in the organisations. The essential expectation for getting accurate prediction and …

[PDF][PDF] An Agitation Sedation Level Prediction Model for ICU Patients

PY Dai, PY Lin, RK Shue, SF Liu, YC Wu, CL Wu… - 2023 - assets-eu.researchsquare.com
Methods: To enhance ICU care, we developed a machine learning-based patient agitation
and sedation assessment tool. We used an ensemble learning model, combining two …

Date: now Supervisor

R Guse - cii.aifb.kit.edu
Background: Digital Transformation (DT) is present in many industries. It is generally
understood as combinations of information, computing, communication, and connectivity …