Haris Duric

Performance evaluation of a tri-axial accelerometry-based respiration monitoring for ambient assisted living

Ambient Assisted Living (AAL) technology is often proposed as a way to tackle the increasing cost of healthcare caused by population aging. However, the sensing technology for continuous respiratory monitoring at home is lacking. Known approaches of respiratory monitoring are based on measuring either respiratory effect, e.g. tracheal sound recording by a bio-acoustic sensor, or respiratory effort, e.g. abdomen movement measurement by a tri-axial accelerometer. This paper proposes a home respiration monitoring system using a tri-axial accelerometer. Three different methods to extract a single respiratory signal from the tri-axial data are proposed and analyzed. The performance of the methods is evaluated for various possible respiration conditions, defined by the sensor orientation and respiration-induced abdomen movement. The method based on Principal Component Analysis (PCA) performs better than selecting the best axis. The analytical approach called Full Angle shows worse results than the best axis when the gravity vector is close to one of the sensor’s axes (<15 degrees). Hybrid-PCA, which is a combination of both methods, performs comparable to PCA. The system is evaluated using simulated data from the most common postures, such as lying and sitting, as well as real data collected from five subjects. The results show that the system can successfully reconstruct the respiration-induced movement, which is necessary to determine the respiratory rate accurately.

Carotid Doppler blood flow measurement during cardiopulmonary resuscitation is feasible: A first in man study

OBJECTIVE High quality chest compressions are the cornerstone of effective cardiopulmonary resuscitation (CPR). There is no available method of real time noninvasive hemodynamic measurement and feedback to inform rescuers of the efficacy of compressions. Ultrasound-based measures of blood flow may provide immediate, noninvasive hemodynamic information. Our objective was to determine the feasibility and safety of using ultrasound to measure blood flow on patients with cardiac arrest. METHODS Study design This was a prospective cohort study in an emergency department setting. Subjects Included were patients receiving ongoing manual chest compressions for cardiac arrest. Excluded were those less than 18 years of age, incarcerated, pregnant, with neck injury, or obvious traumatic cause of arrest. Scan protocol Physicians recorded blood flow over the common carotid arteries during chest compressions with transverse and longitudinal color flow and Doppler using a portable ultrasound machine (CX30, Philips Healthcare., Andover, MA). Measurements Duration of scan time, and the median values for peak systolic (PSV), end-diastolic (EDV) and mean diastolic (MDV) carotid blood flow velocities were captured. Feasibility was defined as the proportion of eligible subjects upon whom ultrasound was initiated Safety was defined as availability of at least 5 min of scanning time. RESULTS Nineteen patients (56% of eligible) where enrolled and had ultrasound measurements attempted during manual compressions. In one patient, scanning was not initiated because ongoing CPR efforts were terminated. Three patients were enrolled but had no images available for review. A total of 15 patients (78% of attempted) had ultrasound imaging saved. Most (n=10, 66%) had scanning times greater than 5 min (median 5 min 59s, interquartile range 3 min 15s to 8 min 25s), median PSV was 67 cms(-1) (IQR 55-106), median EDV was 18 cms(-1) (IQR 12-27), and median MDV was 14 cms(-1) (IQR 9-18). CONCLUSIONS Ultrasound measurement of common carotid artery blood flow during CPR is feasible. Further studies are necessary to correlate carotid blood flow to other hemodynamic measures and its effects on patient outcomes.

Clinical paperCarotid Doppler blood flow measurement during cardiopulmonary resuscitation is feasible: A first in man study☆

OBJECTIVE High quality chest compressions are the cornerstone of effective cardiopulmonary resuscitation (CPR). There is no available method of real time noninvasive hemodynamic measurement and feedback to inform rescuers of the efficacy of compressions. Ultrasound-based measures of blood flow may provide immediate, noninvasive hemodynamic information. Our objective was to determine the feasibility and safety of using ultrasound to measure blood flow on patients with cardiac arrest. METHODS Study design This was a prospective cohort study in an emergency department setting. Subjects Included were patients receiving ongoing manual chest compressions for cardiac arrest. Excluded were those less than 18 years of age, incarcerated, pregnant, with neck injury, or obvious traumatic cause of arrest. Scan protocol Physicians recorded blood flow over the common carotid arteries during chest compressions with transverse and longitudinal color flow and Doppler using a portable ultrasound machine (CX30, Philips Healthcare., Andover, MA). Measurements Duration of scan time, and the median values for peak systolic (PSV), end-diastolic (EDV) and mean diastolic (MDV) carotid blood flow velocities were captured. Feasibility was defined as the proportion of eligible subjects upon whom ultrasound was initiated Safety was defined as availability of at least 5 min of scanning time. RESULTS Nineteen patients (56% of eligible) where enrolled and had ultrasound measurements attempted during manual compressions. In one patient, scanning was not initiated because ongoing CPR efforts were terminated. Three patients were enrolled but had no images available for review. A total of 15 patients (78% of attempted) had ultrasound imaging saved. Most (n=10, 66%) had scanning times greater than 5 min (median 5 min 59s, interquartile range 3 min 15s to 8 min 25s), median PSV was 67 cms(-1) (IQR 55-106), median EDV was 18 cms(-1) (IQR 12-27), and median MDV was 14 cms(-1) (IQR 9-18). CONCLUSIONS Ultrasound measurement of common carotid artery blood flow during CPR is feasible. Further studies are necessary to correlate carotid blood flow to other hemodynamic measures and its effects on patient outcomes.

Carotid Doppler blood flow measurement during cardiopulmonary resuscitation is feasible

OBJECTIVE High quality chest compressions are the cornerstone of effective cardiopulmonary resuscitation (CPR). There is no available method of real time noninvasive hemodynamic measurement and feedback to inform rescuers of the efficacy of compressions. Ultrasound-based measures of blood flow may provide immediate, noninvasive hemodynamic information. Our objective was to determine the feasibility and safety of using ultrasound to measure blood flow on patients with cardiac arrest. METHODS Study design This was a prospective cohort study in an emergency department setting. Subjects Included were patients receiving ongoing manual chest compressions for cardiac arrest. Excluded were those less than 18 years of age, incarcerated, pregnant, with neck injury, or obvious traumatic cause of arrest. Scan protocol Physicians recorded blood flow over the common carotid arteries during chest compressions with transverse and longitudinal color flow and Doppler using a portable ultrasound machine (CX30, Philips Healthcare., Andover, MA). Measurements Duration of scan time, and the median values for peak systolic (PSV), end-diastolic (EDV) and mean diastolic (MDV) carotid blood flow velocities were captured. Feasibility was defined as the proportion of eligible subjects upon whom ultrasound was initiated Safety was defined as availability of at least 5 min of scanning time. RESULTS Nineteen patients (56% of eligible) where enrolled and had ultrasound measurements attempted during manual compressions. In one patient, scanning was not initiated because ongoing CPR efforts were terminated. Three patients were enrolled but had no images available for review. A total of 15 patients (78% of attempted) had ultrasound imaging saved. Most (n=10, 66%) had scanning times greater than 5 min (median 5 min 59s, interquartile range 3 min 15s to 8 min 25s), median PSV was 67 cms(-1) (IQR 55-106), median EDV was 18 cms(-1) (IQR 12-27), and median MDV was 14 cms(-1) (IQR 9-18). CONCLUSIONS Ultrasound measurement of common carotid artery blood flow during CPR is feasible. Further studies are necessary to correlate carotid blood flow to other hemodynamic measures and its effects on patient outcomes.