A system for assessing emergency risk of patients in an emergency department is provided. The system includes a patient carrier comprising a transmissive structure, one or more optical or radar sensors configured to measure respiration information of the patient via light or radio waves traveling through at least a portion of the transmissive structure of the patient carrier, one or more additional sensors configured to measure injury information and cardiac information of the patient, and a computer system comprising one or more physical processors that are programmed with computer program instructions that, when executed cause the computer system to: determine an emergency risk parameter for the patient based on the cardiac information, the injury information and the respiration information of the patient obtained from the one or more sensors. The emergency risk parameter for the patient indicates that the patient requires medical intervention within a specified time period.

A heat response monitor, comprises an accelerometer, a core temperature sensor, an estimation device, and an enabler. The estimation device uses accelerometry-based functionality to provide a gait-based heat stroke risk score, and the estimation device uses an estimated core temperature of a wearer of the core temperature sensor, to provide an estimated core temperature-based heat stroke risk score. The gait-based heat stroke risk score and the estimated core temperature-based heat stroke risk score are used to determine if a wearer of the heat response monitor is in risk of heat injury.

A radiofrequency (RF) shielding conduits that can be embedded within a doorframe and/or a door of a magnetic resonance imaging (MRI) room are disclosed. The RF shielding conduits can form, upon closing of door onto the doorframe, an RF shielding channel to enclose and/or allow passage of tubing of medical equipment extending from an interior of the MRI room to an environment that is external to the MRI room, while providing a RF shielding of the MRI room.

The present disclosure describes a closed-loop fluid resuscitation and/or cardiovascular drug administration system that uses continuous measurements and adaptive control architecture. The adaptive control architecture uses a function approximator to identify unknown dynamics and physiological parameters of a patient to compute appropriate infusion rates and to regulate the endpoint of resuscitation.

A radiofrequency (RF) shielding conduits that can be embedded within a doorframe and/or a door of a magnetic resonance imaging (MRI) room are disclosed. The RF shielding conduits can form, upon closing of door onto the doorframe, an RF shielding channel to enclose and/or allow passage of tubing of medical equipment extending from an interior of the MRI room to an environment that is external to the MRI room, while providing a RF shielding of the MRI room.

Example defibrillator electrode assemblies compression assemblies are described that may be dimensioned and configured for use on a patient despite physical constraints that limit the area or locations on a patient onto which an electrode assembly may be placed. A cardio pulmonary resuscitation (CPR) assembly is also described that protects a patient with a transthoracic incision from further injury during application of CPR compressions proximate to the incision.

A non-invasive method of estimating intra-cranial pressure (ICP). The method including the steps of: a. non-invasively measuring pressure pulses in an upper body artery; b. determining central aortic pressure (CAP) pulses that correspond to these measured pressure pulses; c. identifying features of the ICP wave which denote cardiac ejection and wave reflection from the cranium, including Ejection Duration (ED) and Augmentation Index of Pressure (PAIx); d. non-invasively measuring flow pulses in a central artery which supplies blood to the brain within the cranium; e. identifying features of the measured cerebral flow waves which denote cardiac ejection and wave reflection from the cranium as Flow Augmentation Index (FAIx); f. calculating an ICP flow augmentation index from the measured central flow pulses; g. comparing the calculated ICP pressure augmentation index (PAIx) and flow augmentation index (FAIx) to measure (gender-specific) pressure and flow augmentation data indicative of a measured ICP to thereby estimate actual ICP; and h. noting any disparity between ED measured for pressure waves and ED measured for flow.

Embodiments of the disclosure provide systems and methods for detecting a medical condition of a subject. The system includes a communication interface configured to receive a sequence of images acquired from the subject by an image acquisition device and an end-to-end multi-task learning model. The end-to-end multi-task learning model includes an encoder, a Convolutional Recurrent Neural Network (ConvRNN), and at least one of a decoder and a classifier. The system further includes at least one processor configured to extract feature maps from the images using the encoder, capture contextual information between adjacent images in the sequence using the ConvRNN, and detect medical condition of the subject using the classifier based on the extracted feature maps of the image slices and the contextual information or segment each image slice using the decoder to obtain a region of interest indicative of the medical condition based on the extracted feature maps.

An external defibrillator system including at least one chest compression sensor configured to obtain motion data indicative of chest compressions administered to the victim, an electrode assembly configured to be applied to the chest of the victim and obtain electrocardiogram (ECG) data, a capacitor configured to provide a defibrillation shock to the victim based on the ECG data, and at least one processor, configured to perform operations for analyzing the motion data and the ECG data to calculate chest compression parameters associated with treatment of chest compressions, determining a CPR treatment metric indicative of an overall CPR treatment, and generating a recommendation to change one or more chest compression parameters.

The present disclosure provides methods of providing a continuity of care for a patient during transfer between care settings. The method includes the steps of deciding to transfer a patient from a first care setting to a second care setting, performing a first assessment of the patient in the first care setting, preparing a transfer record of the assessment, and transferring the transfer record with the patient to the second care setting.