AIMC Topic: Risk Management
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Risk formulation mechanism among top global energy companies under large shocks.
PloS one
May 23, 2025
Taking top global energy companies as the epitome, this paper investigates the risk formulation mechanism of the international energy market under the impact of large shocks. We first use the machine learning method in (Liu and Pun, 2022) to calculat...
Exploring Suitability of Low-Severity Rating Hospital Incident Reports for Machine Learning.
Computers, informatics, nursing : CIN
May 1, 2025
Electronic incident reporting is a key quality and a safety process for healthcare organizations that assists in evaluating performance and informing quality improvement initiatives. Although it is mandatory for high-severity incident reports to be i...
Advancing enterprise risk management with deep learning: A predictive approach using the XGBoost-CNN-BiLSTM model.
PloS one
Apr 3, 2025
Enterprise risk management is a key element to ensure the sustainable and steady development of enterprises. However, traditional risk management methods have certain limitations when facing complex market environments and diverse risk events. This s...
Radiation oncology at crossroads: Rise of AI and managing the unexpected.
Journal of applied clinical medical physics
Feb 17, 2025
Integrating artificial intelligence (AI) into radiation oncology has revolutionized clinical workflows, enhancing efficiency, safety, and quality. However, this transformation comes with a price of increased complexity and the emergence of unpredicta...
Integrating enterprise risk management to address AI-related risks in healthcare: Strategies for effective risk mitigation and implementation.
Journal of healthcare risk management : the journal of the American Society for Healthcare Risk Management
Feb 14, 2025
The incorporation of artificial intelligence (AI) in health care offers revolutionary enhancements in patient diagnostics, clinical processes, and overall access to services. Nevertheless, this technological transition brings forth various new, intri...
Risk management of patients with multiple CVDs: what are the best practices?
Expert review of cardiovascular therapy
Nov 19, 2024
INTRODUCTION: Managing patients with multiple risk factors for CVDs can present distinct challenges for healthcare providers, therefore addressing them can be paramount to optimize patient care.
Ethicara for Responsible AI in Healthcare: A System for Bias Detection and AI Risk Management.
AMIA ... Annual Symposium proceedings. AMIA Symposium
Oct 21, 2024
The increasing torrents of health AI innovations hold promise for facilitating the delivery of patient-centered care. Yet the enablement and adoption of AI innovations in the healthcare and life science industries can be challenging with the rising c...
A navigational risk evaluation of ferry transport: Continuous risk management matrix based on fuzzy Best-Worst Method.
PloS one
Sep 3, 2024
Ferry transport has witnessed numerous fatal accidents due to unsafe navigation; thus, it is of paramount importance to mitigate risks and enhance safety measures in ferry navigation. This paper aims to evaluate the navigational risk of ferry transpo...
Managing workplace AI risks and the future of work.
American journal of industrial medicine
Sep 2, 2024
Artificial intelligence (AI)-the field of computer science that designs machines to perform tasks that typically require human intelligence-has seen rapid advances in the development of foundation systems such as large language models. In the workpla...
Safety improvement requires data: the case for automation and artificial intelligence during incident reporting.
British journal of anaesthesia
Jul 29, 2024
The reporting of incidents has a long association with safety in healthcare and anaesthesia, yet many incident reporting systems substantially under-report critical events. Better understanding the underlying reasons for low levels of critical incide...
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