Use of Handheld Ultrasound Device with Artificial Intelligence for Evaluation of Cardiorespiratory System in COVID-19

被引:15
作者
Maheshwarappa, Harish M. [1 ]
Mishra, Shivangi [1 ]
Kulkarni, Anuja, V [2 ]
Gunaseelan, Vikneswaran [3 ]
Kanchi, Muralidhar [4 ]
机构
[1] Narayana Hlth City, Mazumdar Shaw Med Ctr, Dept Crit Care Med, Bengaluru, Karnataka, India
[2] Narayana Hlth City, Narayana Inst Cardiac Sci, Bengaluru, Karnataka, India
[3] Narayana Hrudayalaya Ltd, Dept Clin Res, Bengaluru, Karnataka, India
[4] Narayana Inst Cardiac Sci, Dept Anaesthesiol & Intens Care, Bengaluru, Karnataka, India
关键词
Artificial intelligence; COVID-19; Critically ill; Handheld ultrasound devices; Point of care; Ultrasound;
D O I
10.5005/jp-journals-10071-23803
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Background: Coronavirus disease 2019 (COVID-19) causes various cardiopulmonary manifestations. Bedside ultrasound helps in the rapid diagnosis of these manifestations. Vscan Extend(TM) (GE, Wauwatosa, WI, USA) is a handheld ultrasound device with a dual probe and an artificial intelligence application to detect ejection fraction. It can help in reducing the time for diagnosis, duration, and the number of healthcare workers exposed to COVID-19. This is a prospective observational study comparing the cardiorespiratory parameters and time duration for assessment between Vscan Extend(TM) and the conventional ultrasound machine. Patients and methods: Paired observations were made in 96 COVID-19 patients admitted to the intensive care unit by two intensivists. Intensivist A used the Vscan ExtendTM device to assess the cardiac function, lung fields, diaphragm, deep veins, and abdomen. Intensivist B used clinical examination, X-ray chest, ECG, and conventional echocardiogram for assessment. The agreement between the findings and the time duration required in both the methods was compared. Results: The use of handheld ultrasound has significantly decreased the duration of bedside examination of patients than the conventional method. The median duration of examination using handheld ultrasound was 9 (8.0-11.0) minutes, compared to 20 (17-22) minutes with the conventional method (P < 0.001). The Cohen's kappa coefficient was 1.0 for left ventricular systolic function, most of the lung fields, and diaphragmatic movement. Conclusion: Vscan ExtendTM(M) helps in the rapid identification and diagnosis of cardiopulmonary manifestations in COVID-19 patients. The agreement between the handheld device and the conventional method proves its efficacy and safety.
引用
收藏
页码:524 / 527
页数:4
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