Abstract: Various systems and methods providing recommendations based on analysis of surgical procedure variables are disclosed. A computer system, such as a surgical hub, can be configured to be communicably coupled to a surgical device. The computer system can be programmed to determine contextual data related to the surgical procedure being performed based at least in part of perioperative data received from the surgical device paired with the computer system. Further, the computer system can determine a procedural variable associated with the determined surgical context and then compare the procedural variable to a baseline. Depending upon the outcome of the comparison, the computer system can provide intraoperative or postoperative recommendations to the surgical staff.

Abstract: Altitude and/or motion data is collected from one or more devices associated with multiple application users, and the altitude and/or motion data is utilized to generate machine learning-based predictive model training data. One or more machine learning-based predictive models are trained using the machine learning-based predictive model training data. Current altitude and/or motion data is collected from one or more devices associated with a current user of an application and is provided to the one or more trained machine learning-based predictive models. Predictions regarding the physical and/or psychological state of the user are received from the one or more trained machine learning-based predictive models and analyzed to identify changes or anomalies in the user's physical and/or psychological state. Upon identification of changes or anomalies in the user's physical and/or psychological state, one or more actions are taken to assist the user.

Abstract: A database query processing system for blood donation tracking includes a database, a network interface circuit and a processing circuit. The database stores records for a plurality of blood donors, each record comprising an amount of a blood component the blood donor has donated. The processing circuit determines an amount of a blood component a first donor may donate based on records for a plurality of donations made by the first blood donor and based on a limit of an amount of blood component the donor may donate in a predetermined period of time. The processing circuit further receives a request for the amount of the blood component the first donor may donate and transmits the amount of the blood component the first donor may donate to the remote computing device.

Abstract: A blood purification system is provided that is capable of effectively utilizing accumulated histories stored during blood purification treatment and that helps take a quick and appropriate action in response to any event that occurs unsteadily or any transition of a parameter. The blood purification system includes an extracting unit that searches histories accumulated in a storage unit and extracts, as reference histories, a plurality of histories each including any of events having occurred during the current session of blood purification treatment or a plurality of histories each including a parameter approximate to that observed during the current session of blood purification treatment; a list-creating unit that creates a list of the plurality of reference histories extracted by the extracting unit; and a display control unit that controls the list created by the list-creating unit to be displayed on a display unit.

Abstract: Pharmacy workflow management with alert integration. A pharmacy workflow management application may obtain alert data from an alert generation platform. In turn, the alert information may be provided to a user of the workflow management application within the application without having to divert from use of the application. The user may further utilize the pharmacy workflow application to access the alert generation platform. In this regard, the user of the pharmacy workflow management application may be in bidirectional communication with the alert generation platform to, for example, exchange resolution information in relation to an alert. The alert data may comprise any pertinent data related to pharmacy activity managed by the pharmacy workflow management application and in particular may include data related to infection control or antimicrobial stewardship.

Abstract: Systems and methods for providing a universal platform for at-home health testing and diagnostics are provided herein. In particular, a health testing and diagnostic platform is provided to connect medical providers with patients and to generate a unique, private testing environment. In some embodiments, the testing environment may facilitate administration of a medical test to a patient with the guidance of a proctor. In some embodiments, the patient may be provided with step-by-step instructions for test administration by the proctor within a testing environment. The platform may display unique, dynamic testing interfaces to the patient and proctor to ensure proper testing protocols and accurate test result verification.

Abstract: A system for customizing informed advisor pairings, the system including a computing device. The computing device is configured to identify a user feature wherein the user feature contains a user biological extraction. The computing device is configured to generate using element training data and using a first machine-learning algorithm a first machine-learning model that outputs advisor elements. The computing device receives an informed advisor element relating to an informed advisor. The computing device determines using output advisor elements whether an informed advisor is compatible for a user.

Abstract: A system and method for tuning the parameters of a therapeutic medical device comprises a movement measurement data acquisition system capable of wireless transmission; processing comprising kinematic feature extraction, a scoring algorithm trained using scores from expert clinicians, a therapeutic device parameter setting adjustment suggestion algorithm preferably trained using the parameter setting adjustment judgments of expert clinicians; and a display and/or means of updating the parameter settings of the treatment device. The invention facilitates the treatment of movement disorders including Parkinson's disease, essential tremor and the like by optimizing deep brain stimulation (DBS) parameter settings, eliminating as much as possible motor symptoms and reducing time and costs of surgical and outpatient procedures and improving patient outcomes.

Abstract: A system for perihematomal edema (PHE) analysis. The system includes a computing device receiving computerized tomography (CT) images from CT imaging devices. The CT images are associated with patients exhibiting perihematomal edema surrounding cerebral hematomas. CT images may be converted into feature vectors and passed as input to a convolution neural network model for identification and diagnosis of perihematomal edema volume changes. Detected changes may be thresholded to determine if the change represents an increase or shrinkage in the volumetry of the perihematomal edema.

Abstract: Contemplated systems and methods use identification and classification of somatic single nucleotide variants found in a primary tumor and metastases to determine phylogeny of the metastases.

Abstract: A method of creating a genetically personalized intravenous or intramuscular nutrition therapy treatment formula includes developing an initial mapping of individual micronutrients to SNPs, symptoms, conditions, and therapeutic objectives based on existing individual scientific literature references that link the specific micronutrient to an SNP, a symptom, a condition, or a therapeutic objective. The method includes receiving an SNP and a symptom, a condition, or a therapeutic objective for a patient, comparing the SNP, symptom, condition, therapeutic objective combination with the initial mapping to identify matching micronutrients, creating a custom treatment formula with the identified micronutrients, and treating the patient with the formula. Feedback data about the formula's effectiveness is received and the initial mapping is updated to account for the feedback data.

Abstract: Systems and methods for providing a universal platform for at-home health testing and diagnostics are provided herein. In particular, a health testing and diagnostic platform is provided to connect medical providers with patients and to generate a unique, private testing environment. In some embodiments, the testing environment may facilitate administration of a medical test to a patient with the guidance of a proctor. In some embodiments, the patient may be provided with step-by-step instructions for test administration by the proctor within a testing environment. The platform may display unique, dynamic testing interfaces to the patient and proctor to ensure proper testing protocols and accurate test result verification.

Abstract: The disclosure provides methods for improving the function of systems regimens, devices by identifying, quantifying, and implementing at least one inherent variability pattern which is based on patterns learned from a specific subject or from other subjects including subject's variability patterns, such as, DNA, genes, nucleic acids, RNA, proteins, cells, organs, biological pathway(s), or whole body variability. There are provided herein devices, systems, and methods for real time or delayed altering of the parameters of system's regimens, for improving biological systems functions. Any system used by humans, or affect human function, wherein the parameters are updated using inherent variabilities signatures with and without other individualized patterns from a subject or from other subjects, can increase the accuracy and efficacy of the system for achieving the desired goal.

Abstract: A medical services kiosk supporting private and secure telemedicine sessions between a patient and a remote network terminal utilized by a remote health care professional. The medical services kiosk comprising at least one privacy chamber having at least one door and at least one window. Each privacy chamber may include a user interactive display terminal that includes a display device, an input device, and a centralized processor, wherein the centralized processor is electronically communicable with the remote network terminal and a cloud based system. Each patient station may each include at least one documentation receiving device, at least one biometric device for obtaining biometric health measurements of the patient utilizing the at least one patient station, an arm mechanism, a seating mechanism, a camera, a retractable diagnostic camera device, a lighting mechanism that lights the privacy chamber, and a purification system.

Abstract: Methods, systems, and computer-storage media are provided for facilitating the management of population health. A parallel processing architecture receives patient population health data from healthcare facilities along with any updated data. A high-level clinical logic is executed against the data to identify, among other things, patients in the population who qualify for health intervention programs.

Abstract: A method is for supporting clinical decisions for a diagnosis or therapy of a patient using a medical imaging system. An embodiment of the method includes receiving a procedure order; based on the received procedure order, automatically identifying a clinical context of the ordered procedure; generating preliminary imaging data of at least a part of the patients anatomy; generating feature extraction data based on the identified clinical context and on the preliminary imaging data; extracting at least one clinical context specific feature using the generated feature extraction data; annotating the at least one extracted clinical context specific feature to obtain at least one annotated extracted feature; and selecting, for the identified clinical context, a similar case data set from a reference database of case data sets based on the at least one annotated extracted feature.

Abstract: The techniques described in this disclosure relate to methods and systems for generating a model profile to identify opportunities to, for example, initiate dialogue between a pharmacy and a patient. The techniques include a method comprising generating a model profile to identify at least one discrete opportunity to initiate dialogue with a patient; analyzing a patient profile associated with a patient to determine whether the patient profile fits the model profile; determining that the patient profile fits the model profile; and sending a message to the patient.

Abstract: The present invention relates to methods for remotely tuning treatment parameters in movement disorder therapy systems where the subject and clinician are located remotely from each other. The present invention still further provides methods of quantifying movement disorders for the treatment of patients who exhibit symptoms of such movement disorders including, but not limited to, Parkinson's disease and Parkinsonism, Dystonia, Chorea, and Huntington's disease, Ataxia, Tremor and Essential Tremor, Tourette syndrome, stroke, and the like. The present invention yet further relates to methods of remotely tuning a therapy device using objective quantified movement disorder symptom data to determine the therapy setting or parameters to be transmitted and provided to the subject via his or her therapy device. The present invention also provides treatment and tuning remotely, allowing for home monitoring of subjects.

Abstract: A medical services kiosk having an integrated weight scale assembly supporting private and secure telemedicine sessions between a patient and a remote network terminal utilized by a remote health care professional. The medical services kiosk comprising at least one privacy chamber having at least one door and a weight scale assembly. Each privacy chamber may include a user interactive display terminal that includes a display device, an input device, and a centralized processor, wherein the centralized processor is electronically communicable with the weight scale assembly. The weight scale assembly may comprise a housing, platform, processor, pressure blocks, and communication cables. In one exemplary form, the weight scale assembly may be able to calculate the patient's body mass index (BMI), body fat percentage, muscle mass, body water percentage, bone mass and the like.

Abstract: A medical services kiosk supporting private and secure telemedicine sessions between a patient and a remote network terminal utilized by a remote health care professional. The medical services kiosk comprising at least one privacy chamber having at least one door and at least one window. Each privacy chamber may include a user interactive display terminal that includes a display device, an input device, and a centralized processor, wherein the centralized processor is electronically communicable with the remote network terminal and a cloud based system. Each patient station may each include at least one documentation receiving device, at least one biometric device for obtaining biometric health measurements of the patient utilizing the at least one patient station, an arm mechanism, a seating mechanism, a camera, a retractable diagnostic camera device, a lighting mechanism that lights the privacy chamber, and a purification system.