胃肠道衰竭,大数据和重症监护
Pierre Singer1,2, Eyal Robinson2, Orit Raphaeli2,3
1Herzlia Medical Center, Intensive Care Unit, Herzlia.
机器学习可以预测接受肠道养的危急病患者的并发症. 这种人工智能方法支持成功的医学营养治疗的决策,并减少患者的不耐受性.
科学领域:
- 关键护理医学 关键护理医学
- 生物医学工程 生物医学工程
- 数据科学是数据科学.
背景情况:
- 肠道养对于重症患者至关重要,但可能会失败,导致并发症.
- 机器学习 (ML) 和人工智能 (AI) 在预测重症监护环境中的并发症方面表现有前途.
- 预测成功的医疗营养治疗对于患者的治疗结果至关重要.
结论:
- 在重症监护中,ML越来越重要,用于预测并发症和优化患者护理.
- 数据的日益可用性和数据科学的进步将增强ML在医学营养治疗中的作用.
- ML通过定义识别和管理肠道食不耐症的参数来支持精准医学.
更多相关视频
10:38Observational Study Protocol for Repeated Clinical Examination and Critical Care Ultrasonography Within the Simple Intensive Care Studies
Published on: January 16, 2019
11:02Identification and Quantification of Deranged Metabolites in Critically Ill Patients Using NMR-Based Metabolomics
Published on: November 29, 2024
相关概念视频
Assessment of the Gastrointestinal System I: Subjective Data
Health History
The initial step in assessing the GI system is obtaining a comprehensive health history. This includes inquiring about the patient's history or presence of problems...
Imaging Studies III: Gastrointestinal Motility Studies and Virtual Colonoscopy
Radionuclide Testing
Radionuclide testing is a sophisticated medical technique for assessing gastrointestinal motility. It focuses on gastric emptying and colonic transit time. Radioactive markers track the movement of food through the digestive system, providing insights into gastrointestinal disorders.
In gastric emptying studies, a meal's liquid and...
Acute Kidney Injury IV: Diagnostic Studies and Prevention
Inflammatory Bowel Disease III: Diagnostic Studies and Management I-Nutritional Therapy
Diagnostic studies
A colonoscopy is the definitive screening test, distinguishing ulcerative colitis from other colon diseases with similar symptoms. During a colonoscopy test, inflamed mucosa with exudate ulcerations can be observed, and biopsies are taken to determine the histologic characteristics of the...
Assessment of the Gastrointestinal System II: Health Perception Pattern
Health Perception Patterns
Health perception patterns offer valuable insights into a patient's lifestyle habits and how they may impact their GI health. These patterns include:
