Patent application number | Description | Published |
20110172545 | Active Physical Perturbations to Enhance Intelligent Medical Monitoring - Tools and techniques for enhancing intelligent medical monitoring, and in particular monitoring that employs models for estimating and/or predicting physiological conditions. In an aspect, some of these tools and techniques employ active physical perturbation of a test subject (or patient), to induce physiological changes in the subject. By monitoring one or more of the patient's physiological parameters shortly before, during, and/or after the physical perturbation, the subject's reaction to the perturbation can be determined, and this reaction can be used to estimate and/or predict the subject's physiological state and/or clinical condition. In a particular case, the subject's response to the physical perturbation can be used to construct and/or refine a model that can be applied to analyze the subject's physiological parameters to produce such predications and/or estimations. | 07-14-2011 |
20110201962 | Statistical, Noninvasive Measurement of Intracranial Pressure - Tools and techniques for the rapid, continuous, invasive and/or noninvasive measurement, estimation, and/or prediction of a patient's intracranial pressure. In an aspect, some tools and techniques can predict the onset of conditions such as herniation and/or can recommend (and, in some cases, administer) a therapeutic treatment for the patient's condition. In another aspect, some techniques employ high speed software technology that enables active, long term learning from extremely large, continually changing datasets. In some cases, this technology utilizes feature extraction, state-of-the-art machine learning and/or statistical methods to autonomously build and apply relevant models in real-time. | 08-18-2011 |
20110282169 | Long Term Active Learning from Large Continually Changing Data Sets - Methods and systems are disclosed for autonomously building a predictive model of outcomes. A most-predictive set of signals S | 11-17-2011 |
20120330117 | Hemodynamic Reserve Monitor and Hemodialysis Control - Tools and techniques for estimating a probability that a patient is bleeding or has sustained intravascular volume loss (e.g., due to hemodialysis or dehydration) and/or to estimate a patient's current hemodynamic reserve index, track the patient's hemodynamic reserve index over time, and/or predict a patient's hemodynamic reserve index in the future. Tools and techniques for estimating and/or predicting a patient's dehydration state. Tools and techniques for controlling a hemodialysis machine based on the patient's estimated and/or predicted hemodynamic reserve index. | 12-27-2012 |
Patent application number | Description | Published |
20130245397 | Statistical, Noninvasive Measurement of Intracranial Pressure - Tools and techniques for the rapid, continuous, invasive and/or noninvasive measurement, estimation, and/or prediction of a patient's intracranial pressure. In an aspect, some tools and techniques can predict the onset of conditions such as herniation and/or can recommend (and, in some cases, administer) a therapeutic treatment for the patient's condition. In another aspect, some techniques employ high speed software technology that enables active, long term learning from extremely large, continually changing datasets. In some cases, this technology utilizes feature extraction, state-of-the-art machine learning and/or statistical methods to autonomously build and apply relevant models in real-time. | 09-19-2013 |
20150065826 | Noninvasive Predictive and/or Estimative Blood Pressure Monitoring - Tools and techniques for estimating and/or predicting a patient's current and/or future blood pressure. In some cases, the tools will analyze physiological data captured from the patient against a model of blood pressure values to estimate/predict the patient's blood pressure value. In particular cases, derived parameters, such as a patient's compensatory reserve index (“CRI”) can be analyzed against such models, while in other cases, data captured from sensors can be directly analyzed against such models. | 03-05-2015 |
20150073723 | Noninvasive Hydration Monitoring - Novel tools and techniques for assessing, predicting and/or estimating effectiveness of hydration of a patient and/or an amount of fluid needed for effective hydration of the patient, in some cases, noninvasively. | 03-12-2015 |
20150141769 | Noninvasive Monitoring for Fluid Resuscitation - Novel tools and techniques for assessing, predicting and/or estimating effectiveness of fluid resuscitation of a patient and/or an amount of fluid needed for effective resuscitation of the patient, in some cases, noninvasively. | 05-21-2015 |