Abstract: A method of determining data model for use in predicting a state of a user based on collected biometric data collected via a sensor platform, the method comprising receiving from sensors of the sensor platform a plurality of the biometric data; extracting a plurality of representative features from the plurality of biometric data; receiving a plurality of user affect parameters associated with the plurality of representative features; correlating the plurality of user affect parameters with the plurality of representative features to determine a set of representative feature-affect pairings for the data model as a plurality of model data parameters; and storing the data model for subsequent use in determining the real time state of the user.

Abstract: A system and method for interactive healing of a patient. A method of configuring a room of a long-term patient to promote patient comprises providing a remote display. The remote display is portable and is removably coupled to a swing arm accessible by the patient on a patient bed. The remote display is configured to control each of a wall display, a lighting system, an audio system, a room shading system, an environmental control system, a microphone, and a camera. Each of the microphone and camera are separate from the remote display and are accessible by the patient on the patient bed. The method includes configuring the wall display on a wall of the room. The wall display has a navigation display and a plurality of content displays. The remote display is usable to select content for display on at least one of the plurality of content displays.

Abstract: Devices, systems, and techniques for guiding therapy delivery to a diabetes patient is described. Some devices, systems, and techniques proactively monitor the patient's food consumption and (if needed) adapt the patient's diabetes therapy accordingly. In one example, a system comprises one or more sensors configured to capture a representation of the object, and processing circuitry configured to determine data corresponding to the representation of the object, wherein the data comprises information identifying the object as a particular food item; generate food item information based on the information identifying the object as the particular food item, wherein the food item information comprises at least one of nutrition information or volume information of the particular food item, generate therapy information for the patient based on the food item information, and output content indicative of at least one of the therapy information or the food item information.

Abstract: There is provided a bathtub apparatus capable of satisfactorily detecting an electrocardiographic signal even in a state where water is being discharged into a bathtub by a water discharge device. The present invention is a bathtub apparatus (1) including a bathtub main body (2), a water discharge device (8) that discharges water toward inside of the bathtub main body and is provided above a first inner wall surface (2a) forming a short side of the bathtub main body, and electrodes (4a, 4b, 4c) attached to the bathtub main body to detect an electrocardiographic signal of a bathing person, where the electrodes are arranged on an inner wall surface of the bathtub main body, and are arranged closer to the first inner wall surface than a position (P) where water discharged from the water discharge device hits a water surface of the water stored in the bathtub main body.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for automated contact tracing using multiple data sources. In some implementations, a system uses location data generated based on one or more types of signals, such as GPS signals, WI-FI signals, signals from cellular base stations, signals from short-range wireless technology, and so on. The system also prompts users for information regarding their locations and the conditions present at the locations, either at the time a user is present or later. With this information, the system compares the tracked locations for different individuals to identify instances of contacts in which criteria for disease transmission potential are met, e.g., when two individuals have certain levels of proximity and timing. Detected instances of contacts can be used to inform individuals.

Abstract: Disclosed are systems for non-invasively determining a measurement of an analyte. The systems include an electrocardiogram sensor and a processing device operatively coupled to the electrocardiogram sensor. The processing device can execute instructions to receive electrocardiogram data from the electrocardiogram sensor and apply a machine learning model, wherein the machine learning model has been trained based on previous electrocardiogram data associated with a subject and source of an analyte measurement associated with the subject. The system may also determine an indication of a level of the analyte based on the electrocardiogram data.

Abstract: A system and method may include generating, by a computing system, a list of selectable challenge factors for a player to select one or more challenge factors when playing a video game. The player may be provided with the ability to set a plan for each of the challenge factors. A protocol inclusive of the planned challenge factors may be established to be achieved over a time period. A player interface may be displayed for the player of the video game, where the player interface may show the protocol inclusive of at least a portion of the planned challenge factor(s) along with corresponding input elements associated with each planned challenge factor for the player to account for the planned challenge factors by submitting whether or not the player achieved each of the respective planned challenge factors. Achieving the planned challenge factor(s) causes a health condition to be reversed.

Abstract: A computer-implemented method for contextually controlling a surgical device is disclosed. The method includes receiving, by a computer system, perioperative data from the surgical device, the perioperative data associated with a surgical procedure; receiving, by the computer system, images from a scope, the images visualizing the surgical device during the surgical procedure; determining, by the computer system, an attribute of the surgical device from the images; determining, by the computer system, procedural context data based at least on the perioperative data and the attribute of the surgical device; and controlling, by the computer system, the surgical device according to the procedural context data.

Abstract: Systems, methods, beds, supports surfaces and machine readable medium for associating beds and support surface of a healthcare facility are disclosed. A surface association system for a healthcare facility may comprise a plurality of beds. The system may further comprise a computing device and a plurality of support surfaces to be placed upon beds of the plurality of beds. The computing device may associate a support surface of the plurality of support surfaces with a bed of the plurality of beds. The computing device may make the association based upon status data received from the plurality of beds and the plurality of support surfaces. The support surface and/or bed to be associated may initiate a surface association request. The computing device, in response to the surface association request, may request performance of one or more actions on the bed and/or support surface to be associated to identify the bed and/or support surface from the beds and support surfaces of the healthcare facility.

Abstract: A system for magnetic field direction detection when placing a catheter is disclosed, including a sensor configured to track a medical device, the sensor including a magnetic sensor printed circuit board including a plurality of magnetometers arranged in a magnetometer array. The system can include a console coupled to the sensor, including a processor and non-transitory computer-readable medium having stored a plurality of logic modules that when executed by the processor, are configured to perform operations including receiving detected magnetic field strength values detected by the plurality of magnetometers, determining a position on the sensor of each of the plurality of magnetometers, determining the magnetic field source direction based on the detected magnetic field strength values and the position on the sensor of each of the plurality of magnetometers, and displaying the magnetic field source direction on the display.

Abstract: A health managing method, a computing device and a storage medium are disclosed. The health managing method includes: connecting to an object information database, and acquiring at least one piece of physical sign data of an object from the object information database, wherein the at least one piece of physical sign data includes an examination result of at least one physical sign examination item in which the object participates; automatically determining at least a health management influencing factor at least based on the at least one piece of physical sign data; and automatically generating a coping approach recommendation form at least based on the health management influencing factor, wherein the coping approach recommendation form is used to generate a coping approach suggestion form.

Abstract: Techniques for motion mode management include a computer-assisted device having an input control, a repositionable structure, and a controller coupled to the input control and the repositionable structure. The controller is configured to detect motion of the input control for teleoperating the repositionable structure and in response to determining that the motion of the input control includes a component of motion used to change a mode of operation of the computer-assisted device, temporarily disable changes in the mode of operation of the computer-assisted device based on motion of the input control.

Abstract: A system and a method for generating a medical knowledge packet in an active conversation session. The system receives a message associated with a conversation thread. The system determines a context of the message using a machine learning model. Further, one or more medical knowledge packets from one or more sources may be generated based on the message and the context. A confidence score to the medical knowledge packet is assigned based on one or more factors comprising relevance, accuracy, the one or more sources, and recency of the medical knowledge packet. The medical knowledge packet with a highest confidence score is modified by formatting, summarizing, highlighting, cross-referencing, and simplifying by using one or more text analysis algorithms.

Abstract: Techniques relate to aligning one or more robotic arms of a robotic system to one or more alignment positions. For example, resistance for manual movement of a robotic arm can be set based on a direction of movement of a distal end of the robotic arm with respect to one or more alignment positions. The robotic arm can provide a first amount of resistance for manual movement in a direction closer to the one or more alignment positions and to provide a second amount of resistance for manual movement in a direction away from the one or more alignment positions. In some instances, the robotic arm can be automatically moved to the one or more alignment positions when the robotic arm is within a distance to the one or more alignment positions.

Abstract: Techniques for locating a misplaced primary wireless device (within a spatial region. In particular, the techniques presented herein use a secondary wireless device to collect a plurality of multivariate wireless data points within the spatial region. An artificially intelligent search algorithm analyzes the plurality of multivariate wireless data points to estimate the location of the wireless device. Directional instructions that guide the user to the estimated location of the primary wireless device are generated and then provided to the user.

Abstract: A physiological detection system including an image sensor, a converting unit, a retrieving unit and a processing unit is provided. The image sensor includes a plurality of pixels respectively configured to output a PPG signal. The converting unit is configured to convert a plurality of PPG signals of a plurality of pixels regions to a plurality of frequency domain signals. The retrieving unit is configured to respectively retrieve a spectral energy of the frequency domain signals corresponding to each of the pixel regions. The processing unit is configured to construct a 3D energy distribution according to the spectral energies.

Abstract: A method, computer program product, and computing system for: monitoring a meeting between a patient and a medical entity during a telehealth medical encounter; gathering information during the telehealth medical encounter, thus generating gathered encounter information; and rendering an informational window concerning the telehealth medical encounter for review by the patient and/or the medical entity, wherein the informational window is configured to provide supplemental information based, at least in part, upon the gathered encounter information.

Abstract: Provided is an associated query display system and a method thereof, and an associated query display method according to an embodiment includes the steps of: storing a query generation condition received from a manager terminal; receiving clinical trial data from a user terminal; determining whether the clinical trial data corresponds to the query generation condition; storing a query cause item that causes generation of a query; and outputting the query on the user terminal, and providing an associated query display function capable of tracking and accessing the query cause item.

Abstract: A system for state determination of a battery module configured for use in an electric vehicle. The system including a battery module including at least a battery cell, a sensor including a proximity sensor configured to detect a status datum corresponding to the battery module, a processor configured to receive the status datum from the sensor, generate a charge datum as a function of the status datum corresponding to the battery module, generate a health datum as a function of the status datum corresponding to the battery module, transmit the charge datum and the health datum, and a display configured to receive the charge datum and the health datum corresponding to the battery cell, and display the charge datum and the health datum corresponding to the battery cell.

Abstract: The present invention relates to an integrated sleep diagnosis and treatment device, and more particularly to an integrated apnea diagnosis and treatment device. The present invention additionally relates to method of sleep diagnosis and treatment.

Abstract: Disclosed are biofeedback methods and devices suitable for providing biofeedback useful for helping a user control an own breathing, for example, to help in inducing deep breathing, and such biofeedback devices further comprising a dispenser for dispensing an inhalable substance.

Abstract: A medical device comprises a control system, processing modules, and a wire bundle connecting the control system to the processing modules, the wire bundle comprising control lines and data lines. Each processing module is coupled to a respective set of sensors arranged to interface with a biological tissue site, the sensors being configured to capture analog physiological signals generated from the biological tissue site. The control system is configured to generate a control signal on the control lines to initiate a data collection cycle by the processing modules. In response to the control signal, each processing module is configured to perform a respective data collection process which comprises (i) capturing and processing an analog physiological signal on each enabled sensor to generate a data sample for each analog physiological signal captured on each enabled sensor, and (ii) outputting data samples to the control system on the data lines.

Abstract: The present disclosure is directed to an insufflator which includes a controller, an insufflation line, a desufflation line, and one pressure sensor and one volume flow sensor associated with each of the insufflation line and the desufflation lines. The insufflation line is in fluid communication with a gas source and the desufflation line in fluid communication with a suction pump. Wherein the controller controls ventilation of a gas present in a patient by adjusting an amount of suction in the desufflation line as a function of pressure measurements obtained from the pressure sensors associated with the insufflation line and the desufflation line. Additionally, the controller includes an activation blocking system that prevents suction in the desufflation line when a pressure measured by means of the pressure sensor associated with the insufflation line is lower than a preset threshold value.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for presenting user profiles on a user interface. In some implementations, a server receives a request to view profiles for each of one or more other users from a client device associated with a requesting user. The server applies matching criteria to a profile of the requesting user and profiles for respective users to identify profiles for a sequence of profiles. The server enables sequential display of information representative of the identified profiles on a user interface of the client device, including enabling display of first information representative of a first profile of the identified profiles, determining a user review attribute for the first profile, dynamically adjusting the sequence of profiles based on the user review attribute, and enabling display of second information representative of a second profile of the identified profiles in the adjusted sequence of profiles.

Abstract: Disclosed herein are monitoring systems and sensors for physiological measurements. The sensors can be multi-element piezo sensors capable of generating multiple electrical signals, whereby the monitoring systems can receive the multiple electrical signals to analyze the user's vital signs along multiple regions of the user's body. In some examples, the piezo sensor can include one or more corrugations, such as peaks and valleys, to create localized regions with increased mechanical response to force. The sensitivity and resolution of the piezo sensor can be enhanced by further locating electrode sections at the corrugations, where the electrode sections can be electrically isolated and independently operable from other electrode sections. Traces electrically connecting an electrode section to, e.g.

Abstract: Embodiments are directed to improving performance criterion in a control session. Information associated with an agent may be obtained. A predicted expenditure may be generated based on the information and a performance model. The predicted expenditure may be transformed into specific-units amounts of multiple resource types based on the characteristics information. Each specific-units amount may be transformed into a normalized-units amount based on one or more normalized-units amounts of one or more other resource types. An instruction may be provided to the agent based on the normalized-units amounts. Metrics based on monitoring the agent may be obtained. One or more portions of the metrics may be compared to one or more outputs of the performance model. One or more outputs of the model may be modified based on the comparison to increase a correlation between one or more outputs and the metrics.

Abstract: The present disclosure relates to a system for remote assessment of a patient, comprising: a first device associated to a physician, a second device associated to the patient, a medical device associated to the patient, wherein the second device is configured to communicate with the medical device, and wherein the medical device is configured to be programmed via the second device, wherein the first device is further configured to communicate with the second device, and wherein the second device is configured to be controlled via the first device, and wherein the second device is configured to acquire data indicative of at least one physiological parameter or of several physiological parameters of the patient. Furthermore, a method for remote assessment is provided.

Abstract: Systems and methods are described for presenting information for managing a vital sign of a patient. A graphical user interface (GUI) can be presented that displays information concerning a vital sign of a patient, including the most current value of the vital sign received and past values of the vital sign over an elapsed time period. Preferably, the systems and methods are used with a closed-loop system that may automatically adjust a dosage rate of a medication, although manual control is also contemplated. The GUI may comprise one or more visual indicators presented on the historical data that, when selected, present additional information that may be useful to managing the care of the patient.

Abstract: A machine-learned model to diagnose patients with a rare disease based on medical data/records, and methods of training such a model are disclosed. A computer implemented method is disclosed for generating a training dataset for training a machine-learning model to identify individuals with a rare disease. The method comprises: receiving an initial dataset comprising medical data relating to a plurality of individuals with the rare disease; identifying a plurality of clusters of individuals in the initial dataset; identifying one or more of the clusters as being least representative of the rare disease; removing one or more of the individuals from the one or more clusters identified as being least representative based on the medical data of said one or more individuals to generate a pruned dataset; and combining the pruned dataset with a control dataset comprising a plurality of individuals without the rare disease to generate the training dataset.

Abstract: Systems and methods for implementing an exposure progression that improves an ability of a subject to manage a psychiatric or mental condition of the subject are provided. An exposure progression includes a plurality of categories in a hierarchical order. Each category is associated with one or more experiences, and each experience is associated with a digital reality scene that manifests a challenge. In some embodiments, the hierarchical order is generated or modified dynamically based at least in part on the level of success that a subject has had in one or more challenges, producing an exposure progression that it not only tailored to each subject but also with personalized timing and/or nature of the exposure practice.

Abstract: Novel tools and techniques are provided for assessing, predicting and/or effectiveness of cardiopulmonary resuscitation (“CPR”), in some cases, noninvasively. In various embodiments, tools and techniques are provided for implementing rapid estimation of a patient's compensatory reserve index (“CRI”) before, during, and after CPR is performed, and using the CRI and variations in CRI values to determine, in some instances, in real-time, the effectiveness of CPR that is performed.

Abstract: Approaches described herein can capture an audio signal using at least one microphone while a user of an electronic device is determined to be asleep. At least one audio frame can be determined from the audio signal. The at least one audio frame represents a spectrum of frequencies detected by the at least one microphone over some period of time. One or more sounds associated with the at least one audio frame can be determined. Sleep-related information can be generated. The information identifies the one or more sounds as potential sources of sleep disruption.

Abstract: A system includes an eye tracker having a camera, the eye tracker being configured and arranged to track an eye movement of a subject, and a processor in communication with the eye tracker, the processor being configured and arranged to create a dataset of the eye movement, generate a plot of the dataset, the plot reflecting a timecourse of eye position versus time, and identify one or more streaking vertical lines in the plot to indicate a deficit in cranial nerve II function.

Abstract: A computer-implemented system for determining trials using a metastatic condition of a patient may include at least one processor programmed to receive a selection of a patient; access, in response to the selection of the patient, a patient dataset associated with the patient; receive a predicted metastatic condition associated with the patient; cause display of at least a first portion of the patient dataset and the predicted metastatic condition; determine, based on at least a second portion of the patient dataset or the predicted metastatic condition, a subset of trials for the patient, wherein the subset of trials for the patient is determined from a plurality of trials; and cause display of at least the subset of the trials for the patient.

Abstract: This disclosure describes example alarm notification systems that can enable a clinician to respond to an alarm notification received via a computing device, which may have more advanced functionality than a pager. The clinician device may be a mobile device, such as a cellphone or smartphone, tablet, laptop, personal digital assistant (PDA), or the like. The clinician device may communicate with a remote server to obtain patient data generated by a patient device at the point-of-care (such as a bedside device or patient-worn monitor). This patient data may be continuous monitoring data for one or more patients. A mobile application (optionally a browser application) on the clinician device can enable the clinician to view continuous monitoring data for multiple patients, as well as view and respond to alarms and alerts, all from the clinician device, regardless of location.

Abstract: The invention includes a system and method for predicting the performance of production animals by analysis of heart and lung sounds to determine likelihoods the animals will develop BRD or other diseases or ailments. Vital signs of animals are recorded during an adrenergic sympathetic “flight or fight” situation. A cardio-pulmonary rate ratio is determined for each animal by dividing a normalized adjusted heart rate value by a normalized adjusted respiratory value. From the ratios calculated for each animal in a group, a ratio range is established. Ratio values at a lower end of the ratio range indicate higher relative respiration rates and poor lung performance due to disease. Ratio values at an upper end of the range may indicate low cardiac output and an inability to tolerate rapid weight gain. Ratio values at either end of the range may indicate compromised cardio-pulmonary function.

Abstract: Systems and methods are described for providing empathy corrections and predictions to various communications. In some aspects, a method may include obtaining training data to train a plurality of empathy correction models, where the training data is obtained through empathy games that elicit labels indicating an empathy score for individual statements and indicating at least one empathy characteristic upon which the empathy score is based. At least one statement from a communication platform may be obtained and an empathy score may be determined for statement using the empathy corrections models. The empathy score may be compared to an empathy threshold, and if the empathy score is below the empathy threshold, at least one correction to the statement may be determined to improve empathy of the first empathy characteristic, using the plurality of empathy correction models. The correction may then be provided to the communication platform.

Abstract: A variety of electrode pad cartridges are described that are suitable for use with a defibrillator. In one aspect the cartridge includes a housing, a tray that carries one or more defibrillation electrode pads and a presence sensor. The presence sensor configured to detect the presence of the tray at a home position. In some embodiments, the AED is configured to be activated when the tray is pulled from the home position.

Abstract: A medical device includes a sensor to observe a characteristic of an anatomy, and a sensor base coupled to the sensor. The medical device includes a coupling system to couple the sensor base to the anatomy. The coupling system includes a first adhesive member and a second adhesive member. The first adhesive member is coupled to the sensor base and the second adhesive member is to couple to the anatomy. The second adhesive member includes at least one cut-out to direct moisture to an ambient environment surrounding the medical device.

Abstract: A medicine administration and tracking system includes a delivery device configured to deliver a plurality of doses of medicine over a plurality of days and a computing device configured to receive dose information for each dose. The computing device includes a software application operable to cause the computing device to retrieve the dose information for all doses within a pre-determined period of days, categorize each dose within the pre-determined period of days into one of a plurality of time blocks throughout a 24-hour timeframe, determine a time of interest based on a time block of the plurality of time blocks having the least amount of doses categorized therein, and select a physiological parameter reading from a plurality of physiological parameter readings as a physiological parameter reading of interest based on a proximity of a time of the physiological parameter reading to the determined time of interest.

Abstract: A behavioral feedback system is provided to facilitate shaping a subject's behavior during an activity by obtaining user input. The user input is obtained pursuant to user-selection of a behavior-related representation from a set of behavior-related representations, for an activity of a subject, displayed on an electronic device of the user. Each representation corresponds to a different potential behavior of the subject during the activity, and the selected behavior-related representation relates to a user-observed behavior of the subject during the activity. The method further includes determining, by one or more processors, a positive or negative feedback indication associated with the selected behavior-related representation, and generating a feedback signal to send to an electronic device of the subject to indicate to the subject the selected behavior-related representation and the associated positive or negative feedback indication.

Abstract: Systems, apparatuses, methods, and computer program products are disclosed for predicting an emotion in real-time based on a multimodal input including at least (i) an amount of keystrokes over a period of time and (ii) text. An example method may include receiving, by a communications circuitry, a multimodal input from a user including at least (i) an amount of keystrokes over a period of time and (ii) text. The example method may further include generating, by a trained machine learning model of an emotion prediction circuitry and using the multimodal input, an EmotionPrint for the user. The example method may finally include determining, by the emotion prediction circuitry and using the EmotionPrint, a next action.

Abstract: Methods for authenticating a genuine presence of a human involve directing one or more modulated probes towards a body part of the human, receiving a response to the probes from the body part, and analyzing the response to determine whether it contains spectral characteristics that match a class of responses to such probes for the human body part in a human population. Replay attacks are countered by varying the modulation of the probe temporally, spatially, and spectrally each time authentication is performed. The probes may include electromagnetic radiation, acoustic beams, or particle beams that generate a detected reflection, absorption pattern, scintillation, or fluorescence response of the body part. The analysis of the response may be directed to one or more of temporal, spatial, and spectral variations in accordance with the nature of the probes and the modulation.

Abstract: A computer-implemented method, a computer program, an apparatus, and a remote apparatus for determining at least one visual performance of at least one eye of a person for a plurality of points in a visual field of the person from tracking data by using at least the first spatial location of at least one visual fixation mark and the second spatial location of at least one visual stimulus are disclosed. An attention level of the person is determined by evaluating a time-related difference in reaction times between at least one particular measurement cycle and at least one subsequent measurement cycle. The automated visual performance test can be performed by any person irrespective of being an ophthalmologist or optometry specialist or not, particularly by using a mobile device.

Abstract: The embodiments of present disclosure herein address unresolved problem of cognitive navigation strategies for a telepresence robotic system. This includes giving instruction remotely over network to go to a point in an indoor space, to go an area, to go to an object. Also, human robot interaction to give and understand interaction is not integrated in a common telepresence framework. The embodiments herein provide a telepresence robotic system empowered with a smart navigation which is based on in situ intelligent visual semantic mapping of the live scene captured by a robot. It further presents an edge-centric software architecture of a teledrive comprising a speech recognition based HRI, a navigation module and a real-time WebRTC based communication framework that holds the entire telepresence robotic system together. Additionally, the disclosure provides a robot independent API calls via device driver ROS, making the offering hardware independent and capable of running in any robot.

Abstract: This disclosure describes devices, systems, and methods related to therapeutic ultrasound. An exemplary system includes a transducer configured to emit therapy ultrasound waves towards a therapy site and an ultrasound imaging device configured to emit plane wave ultrasound waves towards the therapy site. The system further includes a controller coupled to the transducer and the ultrasound imaging device. The controller is configured to send an activation signal to the transducer and send an activation signal to the ultrasound imaging device. The controller is further configured to receive image data from the ultrasound imaging device and generate bubble cloud image data based on the received image data.

Abstract: A physiological detection system including an image sensor, a converting unit, a retrieving unit and a processing unit is provided. The image sensor includes a plurality of pixels respectively configured to output a PPG signal. The converting unit is configured to convert a plurality of PPG signals of a plurality of pixels regions to a plurality of frequency domain signals. The retrieving unit is configured to respectively retrieve a spectral energy of the frequency domain signals corresponding to each of the pixel regions. The processing unit is configured to construct a 3D energy distribution according to the spectral energies.

Abstract: Methods, systems, and computer-readable media are provided for managing health status of persons with a chronic condition including providing dynamic, adaptive monitoring, detection, and prediction of suicide risk to a person at risk for suicide related to mental health. In an embodiment, a patient-assessment application is used to obtain information periodically on a patient's mental health status. Based on this information, a logistic regression model is employed to determine a patient's probability of attempting suicide. The probability is evaluated against a default threshold to determine if the patient's status has changed significantly, and if the threshold is exceeded, an action is evoked. In one embodiment, the action includes providing notice to the patient's care provider, caregiver, or case manager.

Abstract: Methods of extracting bone and/or cellular material from a patient for possible use in a later surgical procedure, which involves that patient or even a different patient, are provided. An embodiment of the method generally comprises extracting bone and/or cellular material from a patient undergoing a routine surgical procedure, saving the material, and then sending it to a storage, separation, and processing facility (e.g., a “biobank”) for use in a later surgical procedure involving that patient, or a different patient. The material may be cancellous bone, cortical bone chips, or bone marrow. The extracted bone and/or cellular material can be processed at the biobank and used in a multitude of different medical procedures (e.g., as an allograft infused with stem cells for use in a fusion procedure).

Abstract: An energy-constrained wireless mesh network is disclosed suitable for unattended sensor devices in rural or off-grid areas. The mesh network can be used in both a secure and insecure mode as desired. A series of rounds is used to communicate synchronously between a base station and wireless devices that are multiple hops away from the base station. Adaptive data rate techniques may be used to optimize data exchanges between networked devices.