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Biomedical subjects

R E Gander

Publications and source records attributed to R E Gander.

6 recordsLinked to original sources

A movement pattern generator model using artificial neural networks.

Artificial neural networks (ANN's) allow a new approach to biological modeling. The main applications of ANN's have been geared towards the modeling of the association and learning mechanisms of the brain; only a few researchers have explored them for motor control. The fact that ANN's are based on biological systems indicates their potential application for a biological act such as locomotion. Towards this goal, we have developed a "movement pattern generator," using an ANN for generating periodic movement trajectories. This model is based on the concept of "central pattern generators." Jordan's sequential network, which is capable of learning sequences of patterns, was modified and used to generate several bipedal trajectories (or gaits), coded in task space, at different frequencies. The network model successfully learned all of the trajectories presented to it. The model has many attractive properties such as limit cycle behavior, generalization of trajectories and frequencies, phase maintenance, and fault tolerance. The movement pattern generator model is potentially applicable for improved understanding of animal locomotion and for use in legged robots and rehabilitation medicine.

Animals

Real-time digital median frequency estimator for surface myoelectric signals.

A prototype instrument is described that uses a digital signal processor to estimate the median frequency of the myoelectric signal in real time. A set of tenth-order digital low-pass filters is used to track the median frequency. An estimate of frequency is obtained once every 256 ms with a resolution of 1 Hz.

Algorithms

Changes in the myoelectric signal (MES) power spectra during dynamic contractions.

Power spectra of surface myoelectric signals (MES) have been estimated during dynamic contractions of the biceps brachii. The effect of applied torque, velocity of contraction and muscle length have been studied with respect to median frequency and total spectral power. The results of the investigation carried out thus far can be summarised as follows: (1) The median frequency is observed to vary with the applied torque and the muscle length but not with the velocity of contraction. (2) The expected dependence of the MES power with the applied torque, velocity and muscle length was confirmed. These results suggest that the power spectrum could be used to reveal changes in the electrophysiological characteristics of a muscle during dynamic contractions as is the case with static contractions.

Adult

Comparison of peripheral and portal routes of insulin infusion by a computer-controlled insulin infusion system (artificial endocrine pancreas).

This study was undertaken to determine the different consequences of portal and peripheral routes of insulin administration by the artificial endocrine pancreas. Intraportal glucose was infused (10 mg./min./kg. for 60 minutes) in anesthetized normal and pancreatectomized dogs while blood glucose concentrations were monitored continuously. During computer-controlled insulin administration normal glucose tolerance was restored by both portal and peripheral routes of insulin delivery. There were also no significant differences in (1) glycemic patterns, (2) insulin infusion patterns, (3) peripheral IRI levels, and (4) total insulin requirements between the two routes. It is apparent that the peripheral route, which is more readily accessible than the portal route, may be an appropriate infusion site for an implantable or portable prosthesis for controlling blood glucose concentration.

Animals

An all-plastic double-lumen catheter for continuous blood sampling.

The all-plastic double-lumen catheter described in this paper represents a significant improvement over previously reported catheters. It is used routinely for continuous blood withdrawal in two clinical investigation units and one experimental laboratory in Toronto. No experiments have been terminated due to catheter failure or clot formation and no maximum time limit of its use has been established. In clinical use with adult patients (4), the outer cannula has been kept open overnight with a slow saline drip after 18 hours of use. The same cannula has then been reused the next day for another 16 hours with a new adapter precut to size. Its design enzures that: (1) heparin is mixed with the blood at the site of blood sampling. (2) Blood is never brought into contact with glass or metal. (3) The blood channel is a uniform polyethylene tube with no discontinuities and no junctions, except where it is introduced into the peristaltic pump tube. The overall manufacturing process is simple, and percutaneous insertion is straightforward. Through its use, clotting in the blood withdrawal line and thrombus formations in the blood analyzer are no longer problems to limit the use of techniques requiring continuous blood withdrawal.

Blood Specimen Collection