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At least 37 records · Page 2Linked to original sources

Processing of the electroencephalogram in cardiac surgery.

The objective of this investigation was to find a method to automatically detect several types of abnormal EEG patterns which occurred during cardiac surgery. The EEGs were analyzed by means of several EEG processing and pattern recognition methods. It was found that a good classification into normal and abnormal EEG patterns was generally obtained if only two EEG features were used. The results of this investigation are of importance for implementing into a computer-based monitoring system for use during cardiac surgery.

Adult↗

An interactive computer program for studying fetal electroencephalograms.

Fetal electroencephalogram (FEEG), recorded during labor, produces very large volumes of data for visual interpretation. An established terminology, developed for the interpretation of neonatal electroencephalogram, has been found to be useful for visual pattern recognition of FEEG. A program, which identifies FEEG patterns within ten second epochs and provides direct comparison between visual and programmed analysis, has been developed using an interactive computer system. This program provides 85-90 percent consistency with visual interpretation.

Brain↗

Real time recognition of complete atrioventricular blocks.

Common heart arrhythmia monitors are limited to the electrical activity of the ventricles. Severe cardiac malfunctions exhibit typical defects of atrioventricular conduction which often can be efficiently treated with medicine or electrotherapy. The method described here enables the detection of complete atrioventricular blocks and may be used for the improvement of arrhythmia monitoring.

Algorithms↗

Computerized analysis of epileptic activity and sleep in mobile long-term EEG monitoring.

Implemented on a LSI 11/73 microcomputer, an approach is presented to perform pattern recognition of one channel in high speed (factor 20). A mimetic algorithm, acting in time domain, continuously tests the signal with respect to the occurrence of spike-wave-like patterns and calculates a low frequency index describing the time of sleep. Those epochs suspected of containing paroxysmal activity are stored on disk for subsequent editing. In a similar way, 8-channel analysis is possible if the replay speed is less than 20 times real time.

Ambulatory Care↗

Correlation index: a new metric to quantify temporal coding.

The standard procedure to study temporal encoding of sound waveforms in the auditory system has been Fourier analysis of responses to periodic stimuli. We introduce a new metric--correlation index (CI)--which is based on a simple counting of spike coincidences. It can be used for responses to aperiodic stimuli and does not require knowledge of the stimulus. Moreover, the basic procedure of comparing spiketimes in spiketrains is more physiological than currently used methods for temporal analysis. The CI is the peak value of the normalized shuffled autocorrelogram (SAC), which provides a quantitative summary of temporal structure in the neural response to arbitrary stimuli. We illustrate the CI and SACs by comparing temporal coding in the auditory nerve and output fibers of the cochlear nucleus.

Acoustic Stimulation↗

SCP-ECG and Vital Signs Information Representation--two examples of successful transcontinental cooperation in medical informatics standardization.

During the past 2-3 decades, development work on Medical Devices focused on improving their functionality (device control, signal analysis, pattern recognition and classification). At present, the dominant user requirement is information integration. This requires interconnectivity and interoperability of devices and device systems. Today, due to all major manufacturers operating globally, this requirement can only be met if standards with global relevance are developed. The first standard discussed is the Standard Communications Protocol for Computerized Electrocardiography (SCP ECG). The rapid finalization of the standards document itself was possible due to some of the experts being involved on basic problems for greater than 10 years. Their knowledge and long standing cooperation contributed significantly to a fast consensus finding process as well as quick implementation. The second standard discussed in this paper deals with Vital Signs Information Representation. Before starting to write the document, an International inventory workshop was held to document the state of the technology and of user requirements. This common base of problem understanding makes consensus finding less difficult. Continuous cooperation between the IEEE P1073 group and the CEN/TC251 WG5 project team also ensures early harmonization of the related standards. Finally, early implementation projects in Europe and the US allow verification and modifications based on feed-back from practical experience.

Electrocardiography↗

New algorithmic-based digital filter processing system for real-time continuous blood pressure measurement and analysis in conscious rats.

A new algorithmic-based digital filter processing system for real-time continuous blood pressure (BP) measurement and analysis in freely-moving conscious rats has been developed. Real-time recognition of BP waveforms, real-time noise rejection and determination of representative waveform indexes (WIs) at indicated time points using digital filters and Smirnov's rejection test were realized with this system. Digital filters were applied for two different purposes: waveform segmentation and smoothing the calculations of representative WIs. Smirnov's rejection test was used for real-time noise rejection and yielded an accurate rejection rate of 99.99%. The result was that the digital filter processing and Smirnov's rejection test realized accurate real-time BP measurement and analysis in freely-moving conscious rats using a personal computer.

Algorithms↗

Electrographic imaging of recognition memory in 34-38 week gestation intrauterine growth restricted newborns.

Electrophysiological imaging of recognition memory using event-related potentials (ERPs) in intrauterine growth-restricted (IUGR) newborns allows assessment of recognition memory before the onset of multiple confounding variables. Animal models that reproduce the physiologic components associated with IUGR have demonstrated adverse effects on the hippocampus, a structure that is essential to normal memory processing. Previous electrophysiologic studies have demonstrated shortened auditory-evoked potential (AEP) and visual-evoked potential (VEP) latencies in IUGR infants suggesting accelerated neural maturation in response to the adverse in-utero environment. The hypothesis of the current study was that newborns with IUGR and head-sparing would demonstrate altered auditory recognition memory when compared to controls and that the configuration of the alteration would evidence advanced maturation but still be different from that of typically grown newborns. Twelve IUGR newborns born at 34-38 weeks gestation with head-sparing and 16 age-matched control newborns were tested with both a speech/nonspeech paradigm to assess auditory sensory processing and a novel (stranger's voice) and familiar (mother's voice) paradigm to assess recognition memory. In the recognition memory experiment, a three-way interaction of condition, lead, and group was identified for the lateral leads T4, CM3, and CM4 with the response to the mother being of much greater area in the IUGR cohort than in the controls. This ERP configuration has previously been reported for the midline leads in term newborns. The findings indicate that IUGR newborns with head-sparing have electrophysiologic evidence of accelerated maturation of cognitive processing suggesting an atypical process of maturation that may not support typical cognitive development.

Acoustic Stimulation↗

Neural rate and timing cues for detection and discrimination of amplitude-modulated tones in the awake rabbit inferior colliculus.

Neural responses to amplitude-modulated (AM) tones in the unanesthetized rabbit inferior colliculus (IC) were studied in an effort to establish explicit relationships between physiological and psychophysical measures of temporal envelope processing. Specifically, responses to variations in modulation depth (m) at the cell's best modulation frequency, with and without modulation maskers, were quantified in terms of average rate and synchronization to the envelope over the entire perceptual dynamic range of depths. Statistically significant variations in the metrics were used to define neural AM detection and discrimination thresholds. Synchrony emerged at modulation depths comparable with psychophysical AM detection sensitivities in some neurons, whereas the lowest rate-based neural thresholds could not account for psychoacoustical thresholds. The majority of rate thresholds (85%) were -10 dB or higher (in 20 log m), and 16% of the population exhibited no systematic dependence of average rate on m. Neural thresholds for AM detection did not decrease systematically at higher SPLs (as observed psychophysically): thresholds remained constant or increased with level for most cells tested at multiple sound-pressure levels (SPLs). At depths higher than the rate-based detection threshold, some rate modulation-depth functions were sufficiently steep with respect to the across-trial variability of the rate to predict depth discrimination thresholds as low as 1 dB (comparable with the psychophysics). Synchrony, on the other hand, did not vary systematically with m in many cells at high modulation depths. A simple computational model was extended to reproduce several features of the modulation frequency and depth dependence of both transient and sustained pure-tone responders.

Acoustic Stimulation↗

Fuzzy pattern classification of hemodynamic data can be used to determine noninvasive intracranial pressure.

OBJECTIVE: The authors previously introduced a method in which intracranial pressure (ICP) was estimated using parameters (TCD characteristics) derived from cerebral blood flow velocity (FV) and arterial blood pressure (ABP). Some results suggested that this model might be influenced by the patient's state of cerebral autoregulation and other clinical parameters. Hence, it was the aim of the present study to improve the method by modifying the previously used global procedure in certain subgroups of patients. METHODS: In 103 traumatic brain injured patients (3-76 years, mean: 31 +/- 16 years) signal data of FV, ABP and ICP were used to generate samples of TCD characteristics together with time corresponding ICP. Fuzzy Pattern Classification was used to identify cluster subsets (classes) of the sample space. On each class a local estimator of ICP was defined. This approach provides a non-invasive assessment of ICP (nICP) as follows: Using FV and ABP the TCD characteristics were computed and related to the matching classes. nICP was calculated as a weighted sum of local ICP estimations. RESULTS: ICP A and B waves and long-term trends could be visibly assessed. The median absolute difference between ICP and nICP was 5.7 mmHg. CONCLUSIONS: The class structure of the model facilitates nICP assessment in heterogeneous patient groups and supports a stepwise extension of the target patient group without affecting the former validity.

Adolescent↗

Use of plaid patterns to distinguish the corticofugal and direct retinal inputs to the brainstem optokinetic nystagmus generator.

We have recorded the direction of optokinetic nystagmus (OKN) elicited by moving plaid patterns in order to dissociate the pathways that mediate horizontal OKN. The plaids used comprised two drifting sinusoidal gratings arranged such that their individual directions of drift were very different from the direction of coherent motion of the overall pattern. The direction of OKN with binocular viewing was close to the mean of the component directions, suggesting a dominant influence of cortical visual neurons that respond to oriented one-dimensional components of the image. But the direction of OKN was consistently shifted slightly towards the direction of motion of the overall pattern, suggesting a secondary influence responsive to pattern direction. OKN recordings obtained during monocular viewing suggest that this secondary influence reflects the direct retinal pathway to the brainstem structures mediating OKN.

Animals↗

Voluntary modulation of the vestibuloocular reflex in humans and its relation to smooth pursuit.

Human subjects attempted to modify their vestibuloocular reflex (VOR) in the dark by fixating imagined targets while experiencing predictable (SIN) sinusoidal (0.01-2.5 Hz) and unpredictable (SSN) sum of sines rotational stimuli (0.02-1.9 Hz). Modification was attempted under 2 instructional sets: VOR enhancement, ie tracking an imaginary earth-fixed target; VOR suppression, ie fixation of a chair fixed target. When compared to gain characteristics exhibited during the relax state with the same stimuli, subjects were able to alter VOR gain under both experimental conditions, raising it during the enhance paradigm and lowering it during the suppress paradigm. While ability to suppress the VOR was dependent on stimulus frequency, decreasing as frequency of rotation increased, subjects were equally able to modify their responses to the unpredictable and the predictable stimuli. Response phase did not change and was maintained close to 180 deg, regardless of instructional set, predictability, or frequency of stimulation for frequencies greater than 0.1 Hz. At frequencies below 0.1 Hz, a phase lead developed that was similar for all paradigms and rotational stimuli. In contrast, when subjects attempted to pursue visual targets that matched closely the velocities and frequencies of the chair rotation during predictable (SIN) and unpredictable stimulation (SSN), success was dependent on predictability of the stimulus. SSN target motion caused a significant decrease in pursuit velocity as compared to results using SIN target motion. Phase characteristics for both types of stimuli were similar, demonstrating a slight lead at lower frequencies and lagging as frequency of target oscillation increased. The results suggest that voluntary modulation of the VOR is not mediated by a neural control mechanism that is based on prediction. In addition, pursuit does not appear to contribute significantly to ability to cancel VOR. Instead, VOR modulation may be a cognitive event that involves use of a mechanism that produces simple parametric gain changes.

Acoustic Stimulation↗

Clinical evaluation of a method for automatic detection and removal of artifacts in auditory evoked potential monitoring.

OBJECTIVE: The objective of our study was to evaluate the method for detection and removal of artifacts in evoked potential monitoring described earlier by Cluitmans and colleagues in a clinical setting. METHODS: The method for detection and removal of artifacts by Cluitmans and colleagues is based on the assumption that a sweep of the recorded electroencephalogram (EEG) signal contains artifacts if one or more variables derived from the signal deviates strongly from the normal range of values. Once these normal ranges are defined, all future EEG recordings that are recorded under comparable circumstances can be automatically evaluated for artifacts by tracking when one or more signal variables falls outside the normal range. To assess the performance of this method in a clinical setting, recordings from a learning set were visually evaluated for artifacts. From the empirical distribution functions of the signal variables, the thresholds for automatic detection of artifacts were determined. The auditory evoked potential (AEP) waveforms resulting after automatic screening were compared with the waveforms obtained after visual evaluation of the raw signal combined with manual exclusion of signal periods containing artifacts. RESULTS: The quality of the resulting waveform was improved by our method of automatic detection and removal of artifacts in 97% of partly contaminated recordings. In only 2% of the recordings, automatic screening slightly degraded the resulting waveform. CONCLUSIONS: We conclude that the described method of automatic detection and removal of artifacts in AEP recordings effectively improves the quality of the resulting AEP waveform, without excessive rejection of artifact-free signal periods. The signal variables used in this method seem appropriate for distinguishing artifact-free signal periods from periods containing artifacts for the types of artifact that were studied.

Algorithms↗

Physiological data display during anaesthesia.

It is difficult to chart more than three or four physiological parameters on one graph without causing confusion because of multiple symbols, crossing lines or different scales. A method of charting multiple parameters simultaneously is described which minimises this confusion and can, at a glance, inform the user of the acceptability of the results.

Anesthesia↗

AM representation in green treefrog auditory nerve fibers: neuroethological implications for pattern recognition and sound localization.

In addition to spectral call components, temporal patterns in the advertisement-call envelope of green treefrog males ( Hyla cinerea) provide important cues for female mate choice. Rapid amplitude modulation (AM) with rates of 250-300 Hz is typical for this species' advertisement calls. Here we report data on the encoding of these rapid call modulations by studying the responses of single auditory nerve fibers to two-tone stimuli with envelope periodicities close to those of the natural call. The free-field response properties of 86 nerve fibers were studied from 32 anesthetized males. The accuracy of stimulus envelope coding was quantified using both a Gaussian function fit to the interspike interval histograms derived from the first seven 20-ms stimulus segments, and the vector-strength metric applied to the phase-locked responses. Often, AM encoding in the initial stimulus segment was more faithful than that in its second half. This result may explain why conspecific females prefer calls in which the initial segment is unmasked rather than masked. Both the questions of pattern recognition and localization are discussed, and the data are related to behavioral observations of female choice and localization performance in this species.

Acoustic Stimulation↗

Pulse-rate recognition in an insect: evidence of a role for oscillatory neurons.

Various mechanisms have been proposed as the neural basis for pulse-rate recognition in insects and anurans, including models employing high- and low-pass filters, autocorrelation, and neural resonance. We used the katydid Tettigonia cantans to test these models by measuring female responsiveness on a walking compensator to stimuli varying in temporal pattern. Each model predicts secondary responses to certain stimuli other than the standard conspecific pulse rate. Females responded strongly to stimuli with a pulse-rate equal to half the standard rate, but not to stimuli with double the standard rate. When every second pulse or interval was varied in length, females responded only when the resulting stimuli were rhythmic with respect to the period of the standard signal. These results provide evidence rejecting the use of either high-/low-pass filter networks or autocorrelation mechanisms. We suggest that rate recognition in this species relies on the resonant properties of neurons involved in signal recognition. According to this model, signals with a pulse rate equal to the resonant frequency of the neurons stimulate the female to respond. The results are discussed with regard to both neural and evolutionary implications of resonance as a mechanism for signal recognition.

Animals↗

Pulses, patterns and paths: neurobiology of acoustic behaviour in crickets.

Crickets use acoustic communication for pair formation. Males sing with rhythmical movements of their wings and the mute females approach the singing males by phonotaxis. Females walking on a trackball rapidly steer towards single sound pulses when exposed to split-song paradigms. Their walking path emerges from consecutive reactive steering responses, which show no temporal selectivity. Temporal pattern recognition is tuned to the species-specific syllable rate and gradually changes the gain of auditory steering. If pattern recognition is based on instantaneous discharge rate coding, then the tuning to the species-specific song pattern may already be present at the level of thoracic interneurons. During the processing of song patterns, changes in cytosolic Ca(2+ )concentrations occur in phase with the chirp rhythm in the local auditory interneurone. Male singing behaviour is controlled by command neurons descending from the brain. The neuropil controlling singing behaviour is located in the anterior protocerebrum next to the mushroom bodies. Singing behaviour is released by injection of cholinergic agonists and inhibited by gamma-butyric acid (GABA). During singing, the sensitivity of the peripheral auditory system remains unchanged but a corollary discharge inhibits auditory processing in afferents and interneurons within the prothoracic auditory neuropil and prevents the auditory neurons from desensitisation.

Animals↗

Auditory feedback is necessary for long-term maintenance of high-frequency sound syllables in the song of adult male budgerigars (Melopsittacus undulatus).

Among avian species that communicate using vocalization, songbirds (oscine Passeriformes), hummingbirds (Trochiliformes), and parrots (Psittaciformes) are vocal learners. Early studies showed that songbirds require auditory feedback for song development in young and maintenance in adults. To determine whether auditory feedback is also necessary for adult song maintenance in non-passerine species, we deprived adult male budgerigars (Psittaciformes) of auditory input by surgical cochlear removal. Songs of the deafened birds changed within 6 months after auditory deprivation. In postoperative songs, high narrowband syllables, which comprised frequency-modulated narrowband elements with relatively high fundamental frequencies of 2-4 kHz, decreased significantly. High harmonic broadband syllables, with fundamental frequencies >/=2 kHz, also decreased. The altered proportions of syllables were subsequently retained, and maintained 12 months after deafening. The sequence linearity score, a parameter representing the stereotypy of the syllable sequence, was higher than that before deafening. The inter-syllable silence was prolonged. Little change was observed in the songs of intact and sham-operated birds. The significant decrease in high-frequency syllables and song alteration followed by stabilization resembled the results with songbirds, although song stabilization took a long time in budgerigars. Therefore, our results suggest that psittacine budgerigars and oscine songbirds require auditory feedback similarly for adult song maintenance.

Acoustic Stimulation↗