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1.
Adv Exp Med Biol ; 875: 265-71, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-26610968

RESUMO

The study of marine soundscapes is becoming widespread and the amount of data collected is increasing rapidly. Data owners (typically academia, industry, government, and defense) are negotiating data sharing and generating potential for data syntheses, comparative studies, analyses of trends, and large-scale and long-term acoustic ecology research. A problem is the lack of standards and commonly agreed protocols for the recording of marine soundscapes, data analysis, and reporting that make a synthesis and comparison of results difficult. We provide a brief overview of the components in a marine soundscape, the hard- and software tools for recording and analyzing marine soundscapes, and common reporting formats.


Assuntos
Acústica , Água do Mar , Som , Animais , Espectrografia do Som , Gravação em Fita , Austrália Ocidental
2.
Int J Urol ; 22(8): 761-5, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25988672

RESUMO

OBJECTIVES: To evaluate the accuracy of sonouroflowmetry in recording urinary flow parameters and voided volume. METHODS: A total of 25 healthy male volunteers (age 18-63 years) were included in the study. All participants were asked to carry out uroflowmetry synchronous with recording of the sound generated by the urine stream hitting the water level in the urine collection receptacle, using a dedicated cell phone. From 188 recordings, 34 were excluded, because of voided volume <150 mL or technical problems during recording. Sonouroflowmetry recording was visualized in a form of a trace, representing sound intensity over time. Subsequently, the matching datasets of uroflowmetry and sonouroflowmetry were compared with respect to flow time, voided volume, maximum flow rate and average flow rate. Pearson's correlation coefficient was used to compare parameters recorded by uroflowmetry with those calculated based on sonouroflowmetry recordings. RESULTS: The flow pattern recorded by sonouroflowmetry showed a good correlation with the uroflowmetry trace. A strong correlation (Pearson's correlation coefficient 0.87) was documented between uroflowmetry-recorded flow time and duration of the sound signal recorded with sonouroflowmetry. A moderate correlation was observed in voided volume (Pearson's correlation coefficient 0.68) and average flow rate (Pearson's correlation coefficient 0.57). A weak correlation (Pearson's correlation coefficient 0.38) between maximum flow rate recorded using uroflowmetry and sonouroflowmetry-recorded peak sound intensity was documented. CONCLUSIONS: The present study shows that the basic concept utilizing sound analysis for estimation of urinary flow parameters and voided volume is valid. However, further development of this technology and standardization of recording algorithm are required.


Assuntos
Acústica , Micção/fisiologia , Urina/fisiologia , Urodinâmica/fisiologia , Adolescente , Adulto , Voluntários Saudáveis , Humanos , Masculino , Pessoa de Meia-Idade , Som , Bexiga Urinária , Adulto Jovem
3.
Artif Intell Med ; 154: 102922, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38924864

RESUMO

Characterization of lung sounds (LS) is indispensable for diagnosing respiratory pathology. Although conventional neural networks (NNs) have been widely employed for the automatic diagnosis of lung sounds, deep neural networks can potentially be more useful than conventional NNs by allowing accurate classification without requiring preprocessing and feature extraction. Utilizing the long short-term memory (LSTM) layers to reveal the sequence-based properties of the LS time series, a novel architecture consisting of a cascade of convolutional long short-term memory (ConvLSTM) and LSTM layers, namely ConvLSNet is developed, which permits highly accurate diagnosis of pulmonary disease states. By modeling the multichannel lung sounds through the ConvLSTM layer, the proposed ConvLSNet architecture can concurrently deal with the spatial and temporal properties of the six-channel LS recordings without heavy preprocessing or data transformation. Notably, the proposed model achieves a classification accuracy of 97.4 % based on LS data corresponding to three pulmonary conditions, namely asthma, COPD, and the healthy state. Compared with architectures consisting exclusively of CNN or LSTM layers, as well as those employing a cascade integration of 2DCNN and LSTM layers, the proposed ConvLSNet architecture exhibited the highest classification accuracy, while imposing the lowest computational cost as quantified by the number of parameters, training time, and learning rate.


Assuntos
Redes Neurais de Computação , Sons Respiratórios , Humanos , Sons Respiratórios/classificação , Sons Respiratórios/fisiopatologia , Asma/fisiopatologia , Asma/classificação , Asma/diagnóstico , Doença Pulmonar Obstrutiva Crônica/fisiopatologia , Doença Pulmonar Obstrutiva Crônica/classificação , Doença Pulmonar Obstrutiva Crônica/diagnóstico , Processamento de Sinais Assistido por Computador , Pulmão/fisiopatologia
4.
Soc Stud Sci ; : 3063127231214501, 2023 Dec 11.
Artigo em Inglês | MEDLINE | ID: mdl-38078421

RESUMO

If an apparently extinct bird calls in a forest, and there are people there to hear it-to record it, even-is it still extinct? The Ivory-billed Woodpecker was last 'officially' seen in the United States in 1944, but its extinction continues to be a subject of intense debate between conservation authorities, scientists, and grassroots activists. Tensions peaked around 2005, when scientists from the Cornell Laboratory of Ornithology announced their rediscovery of the species. However, their evidence received significant challenge from other ornithologists, and this apparent rediscovery has since been generally dismissed. In 2021, the United States Fish and Wildlife Service recommended the ivorybill be declared officially extinct. Still, many people continue to trawl the Southeastern forests in search of ivorybills. In this article, I investigate the methods, debates, and results of efforts to locate this species, with a focus on sound. In doing so, I explore the interconnected roles of sound and space in the making of extinction knowledge. Sonic search methods of listening, sounding, and translating are core ways that searchers attempt to attune to, communicate with, and establish evidence of ivorybills. Additionally, sonic search practices are critical spaces of negotiation and contestation between different searchers, between searchers and ivorybills, and between searchers and skeptics. Ultimately, this article argues that sonic geographies affect the production of extinction knowledge, and vice versa-extinction knowledge making practices produce distinct sonic geographies.

5.
Animals (Basel) ; 13(4)2023 Feb 16.
Artigo em Inglês | MEDLINE | ID: mdl-36830481

RESUMO

Chimpanzee's nocturnal sleep is a dynamic and complex process, still not fully understood. As in humans, not getting enough quality sleep due to frequent or lasting disruptions may affect their physical and mental health, hence wellbeing, which may be reflected in their daytime behavior. This study aims to understand the impact of abiotic factors, such as temperature and humidity on the nocturnal activity as well as the impact of nocturnal awakening events on daytime behavior in sanctuary-housed chimpanzees. We monitored noisy nocturnal activity through audio recordings for one year, documenting the number and duration of sound events produced by chimpanzees to indicate sleep fragmentation and disruption intensity, respectively. Our results indicate that indoor temperature and humidity indeed influence the chimpanzee's nocturnal activity. Furthermore, sleep fragmentation and intensity of nocturnal events significantly influenced the following day's behavior. After nights marked by frequent and/or intense sleep disruptions, higher levels of inactivity, and abnormal and self-directed behaviors were observed, and chimpanzees spent more time on affiliative interactions and in social proximity. These findings highlight the importance of controlling factors influencing nocturnal sleep quality. Furthermore, we demonstrated that economic audio recordings used to monitor nocturnal activity, provide insights into the chimpanzee's behavior and wellbeing.

6.
PeerJ ; 11: e14628, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36655045

RESUMO

Background: Turtle vocalizations play an important role throughout their lives by expressing individual information (position, emotion, or physiological status), reflecting mating preferences, and synchronizing incubation. The Chinese striped-neck turtle (Mauremys sinensis) is one of the most widely distributed freshwater turtles in China, whose wild population is critically endangered. However, its vocalization has not been studied, which can be the basis for behavioral and ecological studies. Methods: Five different sex-age groups of turtles were recorded underwater in a soundproof room. Cluster analysis and principal component analysis for classification of Chinese striped-neck turtle calls were unreasonable. The turtle calls were manually sought using visual and aural inspection of the recordings in Raven Pro 1.5 software and classified according to differences perceived through auditory inspection and the morphological characteristics of the spectrograms. The results of similarity analysis verified the reliability of manual classification. We compared the peak frequency of the calls among different age and sex groups. Results: We identified ten M. sinensis call types, displayed their spectra and waveforms, and described their auditory characteristics. Most calls produced by the turtles were low-frequency. Some high-frequency call types, that are common in other turtle species were also produced. Similar to other turtles, the Chinese striped-neck turtle generates harmonic vocalizations. Courtship behaviors were observed when one of the call types occurred in the mixed-sex group. Adult females produced more high-frequency call types, and subadult males had higher vocalizations than other groups. These results provide a basis for future research on the function of vocalizations, field monitoring, and conservation of this species.


Assuntos
Tartarugas , Animais , Feminino , Masculino , Reprodutibilidade dos Testes
7.
J Surg Res (Houst) ; 5(4): 618-625, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36643404

RESUMO

Introduction: It has been demonstrated that patient memory for medical information is often poor and inaccurate. The use of audio recordings for patient consultation has been described; however, to our knowledge this is the first reported use of audio recordings in consultation for gender-affirming surgery. Our aim was to determine whether, and specifically how, audio recording the consultation of patients presenting for genital gender-affirming surgery would be of benefit to patients. Materials and Methods: We began to offer all new patients the opportunity to have their consultations recorded. At the end of the consultation the recording was uploaded to a USB, which was given to the patient to keep. We then surveyed all patients who had received a copy of their recorded consultation to query the utility of having access to an audio recording of their consultation. Results: 71/72 (98.6%) patients who were given the option to have their consultation recorded chose to do so. 50/71 (70%) of patients who had their consultation recorded responded to our survey. Patients reported that having access to a voice recording of their consultation was beneficial and was viewed overwhelmingly positively. Conclusions: Routine audio recording of patient consultations is highly beneficial to patients, with little cost to providers, and should be considered as a valuable addition to the new patient consultation. This approach may have applications in broader clinical contexts where patients face numerous, complex, and nuanced management options. The study would benefit from continued application and a larger (multi-center, international) sample.

8.
Sensors (Basel) ; 11(9): 8519-35, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-22164089

RESUMO

To monitor the underwater sound and pressure waves generated by anthropogenic activities such as underwater blasting and pile driving, an autonomous system was designed to record underwater acoustic signals. The underwater sound recording device (USR) allows for connections of two hydrophones or other dynamic pressure sensors, filters high frequency noise out of the collected signals, has a gain that can be independently set for each sensor, and allows for 2 h of data collection. Two versions of the USR were created: a submersible model deployable to a maximum depth of 300 m, and a watertight but not fully submersible model. Tests were performed on the USR in the laboratory using a data acquisition system to send single-frequency sinusoidal voltages directly to each component. These tests verified that the device operates as designed and performs as well as larger commercially available data acquisition systems, which are not suited for field use. On average, the designed gain values differed from the actual measured gain values by about 0.35 dB. A prototype of the device was used in a case study to measure blast pressures while investigating the effect of underwater rock blasting on juvenile Chinook salmon and rainbow trout. In the case study, maximum positive pressure from the blast was found to be significantly correlated with frequency of injury for individual fish. The case study also demonstrated that the device withstood operation in harsh environments, making it a valuable tool for collecting field measurements.


Assuntos
Acústica , Água , Animais , Salmão , Truta
9.
Chest ; 159(1): 259-269, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-32653569

RESUMO

BACKGROUND: Acute respiratory illnesses cause substantial morbidity worldwide. Cough is a common symptom in these childhood respiratory illnesses, but no large cohort data are available on whether various cough characteristics can differentiate between these etiologies. RESEARCH QUESTION: Can various clinically based cough characteristics (frequency [daytime/ nighttime], the sound itself, or type [wet/dry]) be used to differentiate common etiologies (asthma, bronchiolitis, pneumonia, other acute respiratory infections) of acute cough in children? STUDY DESIGN AND METHODS: Between 2017 and 2019, children aged 2 weeks to ≤16 years, hospitalized with asthma, bronchiolitis, pneumonia, other acute respiratory infections, or control subjects were enrolled. Spontaneous coughs were digitally recorded over 24 hours except for the control subjects, who provided three voluntary coughs. Coughs were extracted and frequency defined (coughs/hour). Cough sounds and type were assessed independently by two observers blinded to the clinical data. Cough scored by a respiratory specialist was compared with discharge diagnosis using agreement (Cohen's kappa coefficient [қ]), sensitivity, and specificity. Caregiver-reported cough scores were related with objective cough frequency using Spearman coefficient (rs). RESULTS: A cohort of 148 children (n = 118 with respiratory illnesses, n = 30 control subjects), median age = 2.0 years (interquartile range, 0.7-3.9), 58% males, and 50% First Nations children were enrolled. In those with respiratory illnesses, caregiver-reported cough scores and wet cough (range, 42%-63%) was similar. Overall agreement in diagnosis between the respiratory specialist and discharge diagnosis was slight (қ = 0.13; 95% CI, 0.03 to 0.22). Among diagnoses, specificity (8%-74%) and sensitivity (53%-100%) varied. Interrater agreement in cough type (wet/dry) between blinded observers was almost perfect (қ = 0.89; 95% CI, 0.81 to 0.97). Objective cough frequency was significantly correlated with reported cough scores using visual analog scale (rs = 0.43; bias-corrected 95% CI, 0.25 to 0.56) and verbal categorical description daytime score (rs = 0.39; bias-corrected 95% CI, 0.22 to 0.54). INTERPRETATION: Cough characteristics alone are not distinct enough to accurately differentiate between common acute respiratory illnesses in children.


Assuntos
Asma/diagnóstico , Bronquiolite/diagnóstico , Tosse/etiologia , Pneumonia/diagnóstico , Sons Respiratórios/etiologia , Doença Aguda , Adolescente , Fatores Etários , Asma/complicações , Bronquiolite/complicações , Criança , Pré-Escolar , Tosse/diagnóstico , Diagnóstico Diferencial , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Variações Dependentes do Observador , Pneumonia/complicações , Estudos Prospectivos , Sons Respiratórios/diagnóstico , Sensibilidade e Especificidade
10.
Sound Stud ; 6(1): 29-44, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-39193444

RESUMO

This article rethinks the experience of listening to technologically reproduced sound and music by dispelling the myth of perfect fidelity or the ideal of complete similitude between originals and copies. It does so, on the basis of a media archaeological analysis of the symbolic idealisations used in mathematical acoustics and the physical processes that turn these idealisations into media technological operations. Contrasting Friedrich Kittler's media theoretical take on the idealised sonic purity of the sine wave with Jacques Derrida's epistemological concept of the temporal "delay" that defines all mediatic operations, the article argues that the inevitable introduction of transient elements - noise, distortion and randomness - shapes the listener's experience of the multi-layered temporality of recorded sound and music. By no longer focussing on the input and output of a recording chain but on the transmission channels in between, it is argued that recorded sound and music simultaneously marks pastness and presence. Pastness in the sense that sound recordings resonate with the transience, temporal irreversibility and finitude of all physical phenomena; and presence in the sense that they also produce the experience of the constant flow of time through the here and now.

11.
F1000Res ; 9: 1224, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33274051

RESUMO

Passive acoustic monitoring of soundscapes and biodiversity produces vast amounts of audio recordings, but the management and analyses of these raw data present technical challenges. A multitude of software solutions exist, but none can fulfil all purposes required for the management, processing, navigation, analysis, and dissemination of acoustic data. The field of ecoacoustics needs a software tool that is free, evolving, and accessible. We take a step in that direction and present ecoSound-web: an open-source, online platform for ecoacoustics designed and built by ecologists and software engineers. ecoSound-web can be used for storing, organising, and sharing soundscape projects, manually creating and peer-reviewing annotations of soniferous animals and phonies, analysing audio in time and frequency, computing alpha acoustic indices, and providing reference sound libraries for different taxa. We present ecoSound-web's features, structure, and compare it with similar software. We describe its operation mode and the workflow for typical use cases such as the sampling of bird and bat communities, the use of a primate call library, and the analysis of phonies and acoustic indices. ecoSound-web is available from: https://github.com/ecomontec/ecoSound-web.

12.
Indian J Urol ; 25(1): 92-8, 2009 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-19468437

RESUMO

OBJECTIVES: Elderly men are prone to developing lower urinary tract symptoms (LUTS) possibly caused by bladder outlet obstruction (BOO). The most frequently used method to diagnose this condition is an invasive and time-consuming pressure-flow study. We are developing a novel non-invasive method to diagnose BOO in men with LUTS based on perineal sound recording. METHODS: A biophysical model urethra was made from polyvinyl alcohol (PVA) cryogel with viscoelastic properties comparable to those of the male pig urethra. To this model different degrees of obstruction were applied and sound was recorded at different positions downstream of the obstruction. In a study in 16 healthy male volunteers the variability and repeatability of perineal sound recording was tested. RESULTS: In the model three parameters, derived from the frequency spectrum of the recorded sound (i.e., weighted average frequency, standard deviation and skewness) are uniquely related to the degree of obstruction (linear regression, P<0.001). The variability of perineal sound recording in healthy male volunteers was found to be smaller within volunteers than between volunteers (Kruskal-Wallis, P<0.001) and the repeatability was comparable to that of the maximum flow rate. CONCLUSIONS: We conclude that perineal sound recordings are significantly different between volunteers. In combination with the unique relations found in the model-experiments these results increase the probability that perineal sound recording can be used as a simple and cheap non-invasive method to diagnose BOO. Clinical testing of this method is therefore strongly indicated.

13.
Med Leg J ; 86(4): 202-207, 2018 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-30088778

RESUMO

We describe our misgivings concerning the use of transcripts of covert recordings of medico-legal assessments made by claimants as evidence in actions for compensation for personal injury. These recordings raise issues of lack of trust between the claimant and the medical expert, leading to bias in the consultation that is hidden from the medical expert. In addition, there is a risk of widespread dissemination of the recording through social media to the detriment of the reputation of the medical expert, and likely interference with the probity of the court hearing. We argue that the claimant and the medical expert have equal rights to privacy within a medical or medico-legal consultation, and recordings should not be made without mutual agreement. Furthermore, the courts should rely only on the report of the medical expert since a recording of the consultation represents only part of the process of medical assessment. We argue that the current advice given by the General Medical Council on covert recording of medical or medico-legal consultations should be reconsidered by a panel of experienced medical and legal experts.


Assuntos
Confidencialidade/legislação & jurisprudência , Enganação , Relações Médico-Paciente , Encaminhamento e Consulta/legislação & jurisprudência , Humanos
14.
Biodivers Data J ; (5): e20200, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-29104438

RESUMO

BACKGROUND: Online systems for observation reporting by citizen scientists have been operating for many years. iNaturalist (California Academy of Sciences 2016), eBird (Cornell Lab of Ornithology 2016) and Observado (Observation International 2016) are well-known international systems, Artportalen (Swedish Species Information Centre 2016) and Artsobservasjoner (Norwegian Biodiversity Information Centre 2016) are Scandinavian. In addition, databases and online solutions exist that are more directly research-oriented but still offer participation by citizen scientists, such as the PlutoF (University of Tartu Natural History Museum 2016) platform. The University of Tartu Natural History Museum maintains the PlutoF platform (Abarenkov et al. 2010) for storing and managing biodiversity data, including taxon observations. In 2014, development was started to integrate an observation app "Minu loodusheli"/"My naturesound" (University of Tartu Natural History Museum 2017b) (My naturesound, Fig. 1) within PlutoF system. In 2017, an English language version of the app (University of Tartu Natural History Museum 2017c) was launched that includes nearly all major sound-producing taxon groups in its taxonomy. The application also acts as a practical tool for collecting and publishing occurrence data for the Global Biodiversity Information Facility (Global Biodiversity Information Facility 2017) in standardized Darwin Core format together with download links to the multimedia files. Although the sound recording ability of mobile phones opens new opportunities to validate taxon occurrences, current technological solutions limit the use of recordings in biodiversity research.The "My naturesound" allows the user to record taxon occurrences and to provide audio recordings as evidence. After installing the application, the user is promted to login with PlutoF system credentials or to register with PlutoF. The application is targeted primarely to citizen scientists, but researchers themselves can also use it as a tool for easy annotation of taxon occurrences. NEW INFORMATION: The dataset consists observation data of birds, amphibians and insects by citizen scientists with on site audio recordings. The dataset gives the possibility to analyze the suitablility of mobile devices for recording animal vocalizations and their use in reporting.

15.
ACS Nano ; 9(4): 4236-43, 2015 Apr 28.
Artigo em Inglês | MEDLINE | ID: mdl-25790372

RESUMO

A 125 µm thickness, rollable, paper-based triboelectric nanogenerator (TENG) has been developed for harvesting sound wave energy, which is capable of delivering a maximum power density of 121 mW/m(2) and 968 W/m(3) under a sound pressure of 117 dBSPL. The TENG is designed in the contact-separation mode using membranes that have rationally designed holes at one side. The TENG can be implemented onto a commercial cell phone for acoustic energy harvesting from human talking; the electricity generated can be used to charge a capacitor at a rate of 0.144 V/s. Additionally, owing to the superior advantages of a broad working bandwidth, thin structure, and flexibility, a self-powered microphone for sound recording with rolled structure is demonstrated for all-sound recording without an angular dependence. The concept and design presented in this work can be extensively applied to a variety of other circumstances for either energy-harvesting or sensing purposes, for example, wearable and flexible electronics, military surveillance, jet engine noise reduction, low-cost implantable human ear, and wireless technology applications.

16.
Ecol Evol ; 3(7): 2030-7, 2013 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-23919149

RESUMO

Audio recordings made from free-ranging animals can be used to investigate aspects of physiology, behavior, and ecology through acoustic signal processing. On-animal acoustical monitoring applications allow continuous remote data collection, and can serve to address questions across temporal and spatial scales. We report on the design of an inexpensive collar-mounted recording device and present data on the activity budget of wild mule deer (Odocoileus hemionus) derived from these devices applied for a 2-week period. Over 3300 h of acoustical recordings were collected from 10 deer on their winter range in a natural gas extraction field in northwestern Colorado. Analysis of a subset of the data indicated deer spent approximately 33.5% of their time browsing, 20.8% of their time processing food through mastication, and nearly 38.3% of their time digesting through rumination, with marked differences in diel patterning of these activities. Systematic auditory vigilance was a salient activity when masticating, and these data offer options for quantifying wildlife responses to varying listening conditions and predation risk. These results (validated using direct observation) demonstrate that acoustical monitoring is a viable and accurate method for characterizing individual time budgets and behaviors of ungulates, and may provide new insight into the ways external forces affect wildlife behavior.

17.
Australas Chiropr Osteopathy ; 5(2): 39-44, 1996 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-17987137

RESUMO

OBJECTIVES: This research was designed to analyse the frequency spectra of joint crack sounds produced during spinal manipulative therapy applied to the upper cervical spine of 50 volunteers and to determine if the spectra differed between the sexes and or for those with a history of previous neck trauma compared with those without a history of trauma. DESIGN: Randomised experimental study. SETTING: Macquarie University, Centre for Chiropractic, Summer Hill, New South Wales. SUBJECTS: Fifty asymptomatic subjects were recruited from the students and staff of the above college. INTERVENTION: Single, unilateral "diversified", high velocity, low amplitude, rotatory thrust technique applied to the region of the C3/4 zygapophyseal joints. MAIN OUTCOME MEASURES: Joint crack sound wave analysis of Digital Audio Tape (DAT) recordings, taken from two skin mounted microphones positioned on either side of the cervical spine and later analysed by the use of a computer equipped with professional quality frequency spectrum analysis software. RESULTS: All fifty manipulations resulted in at least one audible joint crack sound and in total the fifty subjects combined produced 123 individual joint cracks. Only 9 subjects (18%) produced a single joint crack, the majority of the subjects (82%) produced either two (22 subjects) or three (10 subjects) distinct joint crack signals, while seven subjects produced four and two subjects five separate joint crack signals. Frequency analysis was performed on a total of 122 individual wave forms. Peak frequencies for all analysed crack signals ranged from 1,830 Hz to 86 Hz with an mean of 333 Hz (95% C.I., 285-380 Hz), a mode of 215 Hz and a median of 215 Hz. Statistical analysis for recorded signals revealed 95% Confidence Interval for the mean of 285-380 Hz. No statistically significant differences were found for peak frequencies between the sexes or for a previous history of trauma and no trauma and for pre-manipulative and manipulative joint cracks.

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