How to automatically turn patient experience free-text responses into actionable insights: a natural language programming (NLP) approach.

Background: Patient experience surveys often include free-text responses. Analysis of these responses is time-consuming and often underutilized. This study examined whether Natural Language Processing (NLP) techniques could provide a data-driven, hospital-independent solution to indicate points for quality improvement.

Deriving Animal Behaviour from High-Frequency GPS: Tracking Cows in Open and Forested Habitat.

The increasing spatiotemporal accuracy of Global Navigation Satellite Systems (GNSS) tracking systems opens the possibility to infer animal behaviour from tracking data. We studied the relationship between high-frequency GNSS data and behaviour, aimed at developing an easily interpretable classification method to infer behaviour from location data. Behavioural observations were carried out during tracking of cows (Bos Taurus) fitted with high-frequency GPS (Global Positioning System) receivers.

Soil nutrient status determines how elephant utilize trees and shape environments.

1. Elucidation of the mechanism determining the spatial scale of patch selection by herbivores has been complicated by the way in which resource availability at a specific scale is measured and by vigilance behaviour of the herbivores themselves. To reduce these complications, we studied patch selection by an animal with negligible predation risk, the African elephant.

Circulatory model of vascular and interstitial distribution kinetics of rocuronium: a population analysis in patients.

The time-course of the neuromuscular blocking effect of rocuronium depends on circulatory mixing and the rate of distribution into the interstitial space. In order to quantitatively evaluate these processes, a physiologically meaningful model of distribution kinetics based on circulatory transport and interstitial diffusion, was fitted to rocuronium disposition data in 10 patients using a population approach. Information on cardiac output and circulatory mixing was obtained from the kinetics of indocyanine green (ICG), which was injected simultaneously with rocuronium.

Pulse dye densitometry and indocyanine green plasma disappearance in ASA physical status I-II patients.

Background: Indocyanine green plasma disappearance rate (ICG-PDR) is used to evaluate hepatic function. Although hepatic failure is generally said to occur with an ICG-PDR <18%/min, ICG disappearance rate is poorly defined in the healthy population, and a clear cutoff value of ICG-PDR that discriminates between normal hepatic function and hepatic failure has not yet been described. We therefore defined the ICG disappearance rate in an otherwise healthy patient population.

Cardiovascular monitoring by pulse dye densitometry or arterial indocyanine green dilution.

Background: Noninvasive cardiac output (CO) monitoring is possible by indocyanine green (ICG) dilution measured by pulse dye densitometry (PDD). To validate the precision of this method, we compared hemodynamic variables derived from PDD (DDG-2001, Nihon Kohden, Japan) with those derived from simultaneously taken arterial blood ICG concentrations.

Methods: In 20 patients (6 M/14 F), ASA I or II, 36 sessions were performed (n = 24 with the PDD-finger probe, n = 10 with the PDD-nose probe).

Cardiovascular parameters and liver blood flow after infusion of a colloid solution and epidural administration of ropivacaine 0.75%: the influence of age and level of analgesia.

Background And Objective: Lumbar epidural anaesthesia induces cardiovascular changes and decreases liver blood flow (Qh). We studied the effects of age on haemodynamics, blood volumes and Qh before and after epidural anaesthesia.

Methods: Thirty-six patients were enrolled as follows: group 1, 20-44 years; group 2, 45-70 years; group 3, >70 years.