2023年6月6日 · Artificial intelligence (AI) research in the intensive care unit (ICU) mainly focuses on developing models (from linear regression to deep learning) to predict outcomes, such as mortality or sepsis [1, 2].

2022年3月22日 · In this chapter, we seek to introduce the roles of AI with the potential to change the landscape of our conventional practice patterns in the ICU, describe its current strengths and pitfalls, and consider future promise for critical care medicine.

Based on retrospective (596 patients) and prospective (443 patients) clinical data, AI technology distinguished predictors associated with ICU survival (age, inflammatory and thrombotic activity, and severity of ARDS on admission to the ICU), ECMO therapy (age, pulmonary dysfunction, and transfer from an outside facility), and RRT (interaction ...

AI has been implicated in intensive care units over the past many years. In addition to its advantageous applications, this article discusses its disadvantages, prospects, and the changes needed to train future critical care professionals. A comprehensive search of electronic databases was performed using relevant keywords.

AI systems act on information, such as controlling a self-driving automobile or influencing consumer shopping decisions. In the area of medicine, AI has been used in drug discovery, personalized diagnostics and therapeutics, molecular …

Machine learning models have been used in ICU to predict pathologies such as acute kidney injury, detect symptoms, including delirium, and propose therapeutic actions (vasopressors and fluids in sepsis). In the future, AI will be increasingly used in ICU, due to the increasing quality and quantity of available data.

2024年4月8日 · The future ICU workforce will require specialized AI critical care training that prioritizes a conceptual AI framework and high-level taxonomies over programming and mathematics.

2021年6月28日 · Critical care is a specialty for which artificial intelligence (AI) holds particular promise. After all, the intensive care unit (ICU) is a space in which vast amounts of data are routinely collected, making it ideal for deploying machine-learning techniques.

2025年3月18日 · Development: Current applications of AI in the ICU include: Monitoring and early detection of adverse events using sensors and machine learning algorithms; diagnosis and prognosis through deep ...

在未来的icu中，我们设想可以通过ai系统监视，协调和控制许多此类临床操作，这些系统可以评估每个患者的生理状态并实时调整设备设置。 但是，要实现这一愿景，工程师生产可靠的技术还远远不够。