RESUMO
When speech is too fast, the tracking of the acoustic signal along the auditory pathway deteriorates, leading to suboptimal speech segmentation and decoding of speech information. Thus, speech comprehension is limited by the temporal constraints of the auditory system. Here we ask whether individual differences in auditory-motor coupling strength in part shape these temporal constraints. In two behavioural experiments, we characterize individual differences in the comprehension of naturalistic speech as function of the individual synchronization between the auditory and motor systems and the preferred frequencies of the systems. Obviously, speech comprehension declined at higher speech rates. Importantly, however, both higher auditory-motor synchronization and higher spontaneous speech motor production rates were predictive of better speech-comprehension performance. Furthermore, performance increased with higher working memory capacity (digit span) and higher linguistic, model-based sentence predictability-particularly so at higher speech rates and for individuals with high auditory-motor synchronization. The data provide evidence for a model of speech comprehension in which individual flexibility of not only the motor system but also auditory-motor synchronization may play a modulatory role.
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Compreensão , Fala , Humanos , Acústica , Extremidades , LinguísticaRESUMO
A 6-year-old chestnut Dutch Warmblood gelding was presented for right front lameness 1 mo after being cast in a stall at a 1.20-meter jumping event. Lameness work-up revealed mild lameness on the right and left front legs, with diffuse swelling over the right front pastern. Ultrasonic evaluation yielded suspicion of collateral desmopathy of the proximal interphalangeal joint that was subsequently confirmed via MRI. Two weeks after initial evaluation, the proximal and distal interphalangeal joints were injected with Pro-Stride Autologous Protein Solution, immediately followed by Extracorporeal Shockwave Therapy of the lateral and medial collateral ligaments. Follow-up at 2 and 3 mo after treatment revealed reduced joint effusion of the proximal and distal interphalangeal joints, as well as improved fiber organization of the associated collateral ligaments. This should inform practitioners that multimodal therapeutic treatments including biologics and stimulation of healing through sound waves can aid in ligamentous injuries in sport horses.
Thérapie avec Pro-Stride et ondes de choc extracorporelles comme traitement de la desmopathie collatérale latérale de l'articulation interphalangienne proximale chez un hongre Warmblood hollandais. Un hongre Warmblood hollandais alezan de 6 ans a été présenté pour boiterie avant droite 1 mois après s'être blessé lors d'une compétition de sauts à 1,20 mètre. Le bilan de boiterie a révélé une légère boiterie sur les pattes avant droite et gauche, avec une enflure diffuse sur le paturon avant droit. L'examen échographique a révélé une suspicion de desmopathie collatérale de l'articulation interphalangienne proximale qui a ensuite été confirmée par imagerie par résonnance magnétique. Deux semaines après l'évaluation initiale, les articulations interphalangiennes proximales et distales ont reçu une injection de solution de protéines autologues Pro-Stride, immédiatement suivie d'une thérapie par ondes de choc extracorporelles des ligaments collatéraux latéral et médial. Le suivi à 2 et 3 mois après le traitement a révélé un épanchement articulaire réduit des articulations interphalangiennes proximales et distales, ainsi qu'une meilleure organisation des fibres des ligaments collatéraux associés.Ceci devrait informer les praticiens que les traitements thérapeutiques multimodaux, y compris les produits biologiques et la stimulation de la guérison par des ondes sonores, peuvent aider dans les blessures ligamentaires chez les chevaux de sport.(Traduit par Dr Serge Messier).
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Tratamento por Ondas de Choque Extracorpóreas , Doenças dos Cavalos , Animais , Cavalos , Masculino , Tratamento por Ondas de Choque Extracorpóreas/veterinária , Coxeadura Animal , Extremidades , Articulações , Terapia Combinada/veterináriaRESUMO
Objective: To develop a quantitative evaluation software for three-dimensional morphology of pathological scars based on photo modeling technology, and to verify its accuracy and feasibility in clinical application. Methods: The method of prospective observational study was adopted. From April 2019 to January 2022, 59 patients with pathological scars (totally 107 scars) who met the inclusion criteria were admitted to the First Medical Center of Chinese PLA General Hospital, including 27 males and 32 females, aged 33 (26, 44) years. Based on photo modeling technology, a software for measuring three-dimensional morphological parameters of pathological scars was developed with functions of collecting patients' basic information, and scar photography, three-dimensional reconstruction, browsing the models, and generating reports. This software and the clinical routine methods (vernier calipers, color Doppler ultrasonic diagnostic equipment, and elastomeric impression water injection method measurement) were used to measure the longest length, maximum thickness, and volume of scars, respectively. For scars with successful modelling, the number, distribution of scars, number of patients, and the longest length, maximum thickness, and volume of scars measured by both the software and clinical routine methods were collected. For scars with failed modelling, the number, distribution, type of scars, and the number of patients were collected. The correlation and consistency of the software and clinical routine methods in measuring the longest length, maximum thickness, and volume of scars were analyzed by unital linear regression analysis and the Bland-Altman method, respectively, and the intraclass correlation coefficients (ICCs), mean absolute error (MAE), and mean absolute percentage error (MAPE) were calculated. Results: A total of 102 scars from 54 patients were successfully modeled, which located in the chest (43 scars), in the shoulder and back (27 scars), in the limb (12 scars), in the face and neck (9 scars), in the auricle (6 scars), and in the abdomen (5 scars). The longest length, maximum thickness, and volume measured by the software and clinical routine methods were 3.61 (2.13, 5.19) and 3.53 (2.02, 5.11) cm, 0.45 (0.28, 0.70) and 0.43 (0.24, 0.72) cm, 1.17 (0.43, 3.57) and 0.96 (0.36, 3.26) mL. The 5 hypertrophic scars and auricular keloids from 5 patients were unsuccessfully modeled. The longest length, maximum thickness, and volume measured by the software and clinical routine methods showed obvious linear correlation (with r values of 0.985, 0.917, and 0.998, P<0.05). The ICCs of the longest length, maximum thickness, and volume of scars measured by the software and clinical routine methods were 0.993, 0.958, and 0.999 (with 95% confidence intervals of 0.989-0.995, 0.938-0.971, and 0.998-0.999, respectively). The longest length, maximum thickness, and volume of scars measured by the software and clinical routine methods had good consistency. The Bland-Altman method showed that 3.92% (4/102), 7.84% (8/102), and 8.82% (9/102) of the scars with the longest length, maximum thickness, and volume respectively were outside the 95% consistency limit. Within the 95% consistency limit, 2.04% (2/98) scars had the longest length error of more than 0.5 cm, 1.06% (1/94) scars had the maximum thickness error of more than 0.2 cm, and 2.15% (2/93) scars had the volume error of more than 0.5 mL. The MAE and MAPE of the longest length, maximum thickness, and volume of scars measured by the software and clinical routine methods were 0.21 cm, 0.10 cm, 0.24 mL, and 5.75%, 21.21%, 24.80%, respectively. Conclusions: The quantitative evaluation software for three-dimensional morphology of pathological scars based on photo modeling technology can realize the three-dimensional modeling and measurement of morphological parameters of most pathological scars. Its measurement results were in good consistency with those of clinical routine methods, and the errors were acceptable in clinic. This software can be used as an auxiliary method for clinical diagnosis and treatment of pathological scars.
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Cicatriz Hipertrófica , Queloide , Feminino , Humanos , Masculino , Povo Asiático , Cicatriz Hipertrófica/diagnóstico por imagem , Extremidades , Queloide/diagnóstico por imagem , Estudos Prospectivos , AdultoRESUMO
The transcription factor forkhead box P2 (FOXP2) is involved in the development of language and speech in humans. Two amino acid substitutions (T303N, N325S) occurred in the human FOXP2 after the divergence from the chimpanzee lineage. It has previously been shown that when they are introduced into the FOXP2 protein of mice they alter striatal synaptic plasticity by increasing long-term depression in medium spiny neurons. Here we introduce each of these amino acid substitutions individually into mice and analyze their effects in the striatum. We find that long-term depression in medium spiny neurons is increased in mice carrying only the T303N substitution to the same extent as in mice carrying both amino acid substitutions. In contrast, the N325S substitution has no discernable effects.
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Antígenos de Grupos Sanguíneos , Humanos , Animais , Camundongos , Substituição de Aminoácidos , Corpo Estriado , Dissecação , Extremidades , Pan troglodytes , Fatores de Transcrição Forkhead/genética , Proteínas RepressorasRESUMO
BACKGROUND: Traditional methods that evaluate the success of peripheral nerve block have been replaced by methods that allow objective evaluations over time. Multiple objective techniques for peripheral nerve block have been discussed in the literature. This study aims to investigate whether perfusion index (PI), non-invasive tissue hemoglobin monitoring (SpHb), tissue oxygen saturation (StO2), tissue hemoglobin index (THI), and body temperature are reliable and objective methods to evaluate the adequacy of infracla-vicular blockage. METHODS: Ultrasound-guided infraclavicular block in 100 patients undergoing forearm surgery. PI, SpHb, StO2, THI, and body tem-perature measurements was recorded 5 min before the block procedure, right after the procedure, and until the 25th min after the procedure at 5-min intervals. These values were compared between the blocked limbs and non-blocked limbs while being statistically compared between the successful and failed block groups. RESULTS: Although there were significant differences between the groups of blocked extremity and non-blocked extremity in terms of StO2, THI, PI, and body temperature, there was no significant difference between these groups in terms of SpHb. Moreover, a sig-nificant difference was detected between the groups of successful block and failed block in terms of StO2, PI and body temperature, while there was no significant difference between these groups in terms of THI and SpHb. CONCLUSION: StO2, PI, and body temperature measurements are the simple, objective, and non-invasive techniques to be used to evaluate success of block procedures. According to the receiver operating characteristic analysis, StO2 is the specific parameter with the highest sensitivity among these parameters.
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Bloqueio Nervoso , Humanos , Temperatura Corporal , Extremidades , Curva ROC , Nervos Periféricos , Hemoglobinas/análise , Oxigênio/análiseRESUMO
BACKGROUND: Trauma is now one of the fastest growing epidemics globally but low and middle-income countries (LMICs) are more severely affected in terms of cost, disability and death. The high-energy trauma of road traffic accidents and violence often produces open fractures which can be difficult to manage in resource-poor settings. Adequate stabilization, such as provided by locked nails, has been found to ensure better outcome for open fractures. There is dearth of published studies on the use of locked intramedullary nail in the treatment of open fractures in Nigeria. METHODS: This is a prospective observational study of all the 101 open fractures of the humerus, femur and tibia treated over a period of 92 months with Surgical Implant Generation Network (SIGN) nail. Fracture severity was classified according to the modified Gustilo-Anderson system. The intervals between fracture and antibiotics administration, débridement and definitive fixation, as well as surgery duration and method of fracture reduction were noted. Outcomes measured at follow-up included infection, ongoing radiographic healing, knee flexion/shoulder abduction beyond ninety degrees (KF/SA > 900), full weight bearing (FWB), painless squatting (PS&S)/shoulder abduction-external rotation (SAER). RESULTS: Most of the patients fall between ages 20 and 49 years; 75.5% of them were males. There were more Gustilo-Anderson type IIIA fractures than other types but nine type IIIB tibia fractures were also nailed. The overall infection rate was 15%, contributed mostly by the type IIIB fractures. By the 12th post-operative week, at least 79% had ongoing radiographic healing and had achieved all of KF/SA > 900, FWB, and PS&S/SAER. CONCLUSION: The SIGN nail's solid construct reduces the risk of infection and allows earlier use of the limb, making it particularly suitable in LIMCs where socioeconomic functioning often requires an unhindered use of the limbs.
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Fixação Intramedular de Fraturas , Fraturas Expostas , Masculino , Humanos , Adulto Jovem , Adulto , Pessoa de Meia-Idade , Feminino , Fraturas Expostas/epidemiologia , Fraturas Expostas/cirurgia , Fixação Intramedular de Fraturas/efeitos adversos , Nigéria/epidemiologia , Extremidades , Fixadores InternosRESUMO
No two fingerprint patterns are exactly alike. In this issue of Cell, Glover et al. uncover the molecular and cellular mechanisms that result in patterned skin ridges over volar digits. This study reveals that the remarkable diversity of fingerprint configurations may originate from a common patterning code.
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Extremidades , HumanosRESUMO
BACKGROUND: Soft tissue sarcomas (STS) are a relatively rare group of malignant tumors. Currently, there is very little published clinical data, especially in the context of curative multimodal therapy with image-guided, conformal, intensity-modulated radiotherapy. METHODS: Patients who received preoperative or postoperative intensity-modulated radiotherapy for STS of the extremities or trunk with curative intent were included in this single centre retrospective analysis. A Kaplan-Meier analysis was performed to evaluate survival endpoints. Multivariable proportional hazard models were used to investigate the association between survival endpoints and tumour-, patient-, and treatment-specific characteristics. RESULTS: 86 patients were included in the analysis. The most common histological subtypes were undifferentiated pleomorphic high-grade sarcoma (UPS) (27) and liposarcoma (22). More than two third of the patients received preoperative radiation therapy (72%). During the follow-up period, 39 patients (45%) suffered from some type of relapse, mainly remote (31%). The two-years overall survival rate was 88%. The median DFS was 48 months and the median DMFS was 51 months. Female gender (HR 0.460 (0.217; 0.973)) and histology of liposarcomas compared to UPS proved to be significantly more favorable in terms of DFS (HR 0.327 (0.126; 0.852)). CONCLUSION: Conformal, intensity-modulated radiotherapy is an effective treatment modality in the preoperative or postoperative management of STS. Especially for the prevention of distant metastases, the establishment of modern systemic therapies or multimodal therapy approaches is necessary.
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Lipossarcoma , Radioterapia de Intensidade Modulada , Sarcoma , Neoplasias de Tecidos Moles , Humanos , Feminino , Estudos Retrospectivos , Recidiva Local de Neoplasia , Adjuvantes Imunológicos , ExtremidadesRESUMO
BACKGROUND: Peripheral nerve injuries are severe conditions with potential lifelong impairment, which is especially meaningful for the pediatric population. Knowledge on prevalence, injury mechanisms and concomitant injuries is, therefore, of utmost importance to increase clinician awareness and enable early diagnosis and treatment. As current literature on pediatric nerve lesions and concomitant injuries is scarce, we aimed to analyze all details of our patient population. METHODS: A total of 110 667 patients treated at our level 1 trauma center from 2012 to 2021 were evaluated for pediatric peripheral nerve injuries, causes, concomitant injuries and assessed for lesion classification (in continuity, partial lesion, dissection) and further relevant intraoperative findings. RESULTS: We found 5026 patients of all ages with peripheral nerve lesions, whereof 288 were pediatric, resulting in a prevalence of 5.7% of pediatric patients with nerve injuries. Mean age was 12.4 ± 4.6 years. Most common lesions were digital nerves (48.2%), followed by median (14.9%), ulnar (14.6%), radial (8.8%), peroneal nerve (5.2%) and brachial plexus injuries (2.1%). Of all pediatric nerve injuries, 3.8% were iatrogenic, only 30.2% had preserved continuity and 47.3% a concomitant vessel injury. Fractures were accompanied in 22.6%. DISCUSSION: We observed that a large proportion of injures had complete transections, often accompanied by concomitant vessel injuries especially in distally located injuries, highlighting the importance of early surgical exploration. Radial, ulnar and lower extremity nerve injuries were often associated with fractures. Early surgical nerve repair is key to improve motor and sensory outcomes. Knowledge on mechanisms and concomitant injuries facilitates timely diagnosis and treatment, thereby potentially preventing lifelong impairment.
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Fraturas Ósseas , Traumatismos dos Nervos Periféricos , Humanos , Criança , Adolescente , Traumatismos dos Nervos Periféricos/cirurgia , Prevalência , Centros de Traumatologia , Extremidades , Estudos RetrospectivosRESUMO
Type 2 familial partial lipodystrophy (FPLD2) is a laminopathic lipodystrophy due to pathogenic variants in the LMNA gene. Its rarity implies that it is not well-known. The aim of this review was to explore the published data regarding the clinical characterisation of this syndrome in order to better describe FPLD2. For this purpose, a systematic review through a search on PubMed until December 2022 was conducted and the references of the retrieved articles were also screened. A total of 113 articles were included. FPLD2 is characterised by the loss of fat starting around puberty in women, affecting limbs and trunk, and its accumulation in the face, neck and abdominal viscera. This adipose tissue dysfunction conditions the development of metabolic complications associated with insulin resistance, such as diabetes, dyslipidaemia, fatty liver disease, cardiovascular disease, and reproductive disorders. However, a great degree of phenotypical variability has been described. Therapeutic approaches are directed towards the associated comorbidities, and recent treatment modalities have been explored. A comprehensive comparison between FPLD2 and other FPLD subtypes can also be found in the present review. This review aimed to contribute towards augmenting knowledge of the natural history of FPLD2 by bringing together the main clinical research in this field.
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Diabetes Mellitus Tipo 2 , Resistência à Insulina , Lipodistrofia Parcial Familiar , Humanos , Feminino , Tecido Adiposo/metabolismo , Resistência à Insulina/genética , Extremidades/patologia , Diabetes Mellitus Tipo 2/patologia , Lamina Tipo AAssuntos
Fraturas Ósseas , Ortopedia , Humanos , Recém-Nascido , Bornéu , Fraturas Ósseas/cirurgia , Amputação Cirúrgica , ExtremidadesRESUMO
BACKGROUND: Regeneration studies help to understand the strategies that replace a lost or damaged organ and provide insights into approaches followed in regenerative medicine and engineering. Amphibians regenerate their limbs effortlessly and are indispensable models to study limb regeneration. Xenopus and axolotl are the key models for studying limb regeneration but recent studies on non-model amphibians have revealed species specific differences in regeneration mechanisms. RESULTS: The present study describes the de novo transcriptome of intact limbs and three-day post-amputation blastemas of tadpoles and froglets of the Asian tree frog Polypedates maculatus, a non-model amphibian species commonly found in India. Differential gene expression analysis between early tadpole and froglet limb blastemas discovered species-specific novel regulators of limb regeneration. The present study reports upregulation of proteoglycans, such as epiphycan, chondroadherin, hyaluronan and proteoglycan link protein 1, collagens 2,5,6, 9 and 11, several tumour suppressors and methyltransferases in the P. maculatus tadpole blastemas. Differential gene expression analysis between tadpole and froglet limbs revealed that in addition to the expression of larval-specific haemoglobin and glycoproteins, an upregulation of cysteine and serine protease inhibitors and downregulation of serine proteases, antioxidants, collagenases and inflammatory genes in the tadpole limbs were essential for creating an environment that would support regeneration. Dermal myeloid cells were GAG+, EPYC+, INMT+, LEF1+ and SALL4+ and seemed to migrate from the unamputated regions of the tadpole limb to the blastema. On the other hand, the myeloid cells of the froglet limb blastemas were few and probably contributed to sustained inflammation resulting in healing. CONCLUSIONS: Studies on non-model amphibians give insights into alternate tactics for limb regeneration which can help devise a plethora of methods in regenerative medicine and engineering.
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Regeneração , Transcriptoma , Animais , Regeneração/genética , Xenopus laevis/genética , Anuros/genética , Extremidades/fisiologia , Perfilação da Expressão GênicaRESUMO
Acute bone and joint infections in children are serious, and misdiagnosis can threaten limb and life. Most young children who present acutely with pain, limping, and/or loss of function have transient synovitis, which will resolve spontaneously within a few days. A minority will have a bone or joint infection. Clinicians are faced with a diagnostic challenge: children with transient synovitis can safely be sent home, but children with bone and joint infection require urgent treatment to avoid complications. Clinicians often respond to this challenge by using a series of rudimentary decision support tools, based on clinical, haematological, and biochemical parameters, to differentiate childhood osteoarticular infection from other diagnoses. However, these tools were developed without methodological expertise in diagnostic accuracy and do not consider the importance of imaging (ultrasound scan and MRI). There is wide variation in clinical practice with regard to the indications, choice, sequence, and timing of imaging. This variation is most likely due to the lack of evidence concerning the role of imaging in acute bone and joint infection in children. We describe the first steps of a large UK multicentre study, funded by the National Institute for Health Research, which seeks to integrate definitively the role of imaging into a decision support tool, developed with the assistance of individuals with expertise in the development of clinical prediction tools.
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Artrite Infecciosa , Sinovite , Humanos , Criança , Pré-Escolar , Extremidades , Marcha , DorRESUMO
BACKGROUND: Chronic, nonhealing wounds are a growing health-care problem in the United States, affecting more than 6.5 million patients annually and costing the health-care system over $25 billion. Chronic wounds, including diabetic foot ulcers (DFUs) and venous leg ulcers (VLUs), are often difficult to treat, and patients commonly fail to heal even with the most advanced therapies. The present study was designed to evaluate the efficacy and utility of the synthetic hybrid-scale fiber matrix in the treatment of complex chronic nonhealing lower-extremity ulcers refractory to advanced therapies. METHODS: A retrospective analysis of 20 patients with a total of 23 wounds (DFUs, n = 18; VLUs, n = 5) who underwent treatment using the synthetic hybrid-scale fiber matrix was conducted. The majority of ulcers (78%) included in this study were refractory to one or multiple previous advanced wound therapies and therefore considered difficult-to-heal ulcers with high failure risk for future therapies. RESULTS: Subjects had a mean wound age of 16 months and presented with 132 secondary comorbidities and 65 failed interventions and therapies. Treatment of VLUs with the synthetic matrix resulted in complete closure of 100% of the wounds over 244 ± 153 days with an average of 10.8 ± 5.5 applications. Treatment of DFUs with the synthetic matrix resulted in complete closure of 94% of the wounds over 122 ± 69 days with 6.7 ± 3.9 applications. CONCLUSIONS: Treatment with the synthetic hybrid-scale fiber matrix resulted in the closure of 96% of complex chronic ulcers refractory to existing therapies. The inclusion of the synthetic hybrid-scale fiber matrix in wound care programs provides a critical and needed solution for costly, long-standing refractory wounds.
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Pé Diabético , Úlcera Varicosa , Humanos , Lactente , Estudos Retrospectivos , Cicatrização , Úlcera Varicosa/terapia , Extremidades , Resultado do TratamentoRESUMO
Complications and long-term clinical outcomes for 15 dogs surgically treated for traumatic craniodorsal hip luxation by prosthetic capsule replacement (PCR) with a prosthetic ligament were retrospectively reviewed. A PCR technique with capsulorrhaphy was performed in all dogs using acetabular screws with washers and a femoral tunnel as anchor points for the polyester prosthetic ligament. A non-weight-bearing sling was not placed. Minimum 1 yr follow-up period was required for study inclusion. Two major complications (13.3%) consisting of craniodorsal hip reluxation (n = 1) and capital physeal fracture (n = 1) were observed. Minor complications (superficial skin necrosis) occurred in one case (6.7 %). The patient with craniodorsal hip reluxation underwent femoral head and neck ostectomy and was excluded from long-term analysis. In the 11 cases that returned for long-term (median, 3.8 yr; range, 19-75 mo) evaluation at the authors' institution, 10/11 of the dogs were clinically sound. Three dogs did not return for long-term evaluation. However, telephone interview with owners minimum1 yr after surgery indicated normal limb function and absence of complications in all three cases. These results suggest that PCR with polyester prosthetic ligament can be successful in maintaining hip reduction in dogs with craniodorsal hip luxation.
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Doenças do Cão , Fraturas Ósseas , Cães , Animais , Estudos Retrospectivos , Doenças do Cão/cirurgia , Fraturas Ósseas/veterinária , Extremidades , PoliésteresRESUMO
Massive uncontrolled hemorrhage is an important cause of preventable death in trauma. Therefore, applying an arterial tourniquet (TQ) is recommended as a pre-hospital measure to control bleeding after severe traumatic bleeding. Limb TQ applies circumferential compression proximally to the injury site to compress the arteries, resulting in blood flow and consequently hemorrhage interruption. The use of commercial tourniquets (C-TQ), which are designed, tested, and registered to control hemorrhages in pre-hospital care, is a consensus. However, they are still uncommon in many prehospital emergency services and the overall level of evidence in most studies is low. This narrative review aimed to characterize the importance of tourniquets use in prehospital emergency care and its application techniques. Furthermore, it proposes to stimulate the development of new devices, more accessible and easier to use, to suggest new directions of studies and medical education demands, with manikin and simulation development.
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Serviços Médicos de Emergência , Torniquetes , Humanos , Torniquetes/efeitos adversos , Hemorragia/terapia , Hemorragia/etiologia , Extremidades/irrigação sanguínea , Extremidades/lesõesRESUMO
In the biometric field, vein identification is a vital process that is constrained by the invisibility of veins as well as other unique features. Moreover, users generally do not wish to have their personal information uploaded to the cloud, so edge computing has become popular for the sake of protecting user privacy. In this paper, we propose a low-complexity and lightweight convolutional neural network (CNN) and we design intellectual property (IP) for shortening the inference time in finger vein recognition. This neural network system can operate independently in client mode. After fetching the user's finger vein image via a near-infrared (NIR) camera mounted on an embedded system, vein features can be efficiently extracted by vein curving algorithms and user identification can be completed quickly. Better image quality and higher recognition accuracy can be obtained by combining several preprocessing techniques and the modified CNN. Experimental data were collected by the finger vein image capture equipment developed in our laboratory based on the specifications of similar products currently on the market. Extensive experiments demonstrated the practicality and robustness of the proposed finger vein identification system.
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Algoritmos , Redes Neurais de Computação , Humanos , Biometria , Extremidades , LaboratóriosRESUMO
Human motion analysis requires information about the position and orientation of different parts of the human body over time. Widely used are optical methods such as the VICON system and sets of wired and wireless IMU sensors to estimate absolute orientation angles of extremities (Xsens). Both methods require expensive measurement devices and have disadvantages such as the limited rate of position and angle acquisition. In the paper, the adaptation of the drone flight controller was proposed as a low-cost and relatively high-performance device for the human body pose estimation and acceleration measurements. The test setup with the use of flight controllers was described and the efficiency of the flight controller sensor was compared with commercial sensors. The practical usability of sensors in human motion measurement was presented. The issues related to the dynamic response of IMU-based sensors during acceleration measurement were discussed.
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Aceleração , Aclimatação , Humanos , Movimento (Física) , Extremidades , Dispositivos Aéreos não TripuladosRESUMO
BACKGROUND: With the ageing of the world population, the incidence of stroke has been increasing annually, becoming a public health problem affecting adult health. Limb motor dysfunction is one of the common complications of stroke and an important factor in disability. Therefore, restoring limb function is an important task in current rehabilitation. Accurate assessment of motor function in stroke patients is the basis for formulating effective rehabilitation strategies. With the development of neuroimaging technology, scholars have begun to study objective evaluation methods for limb motor dysfunction in stroke to determine reliable neural biomarkers to accurately identify brain functional activity and its relationship with limb motor function. The prefrontal cortex (PFC) plays an important role in motor control and in response to motor state changes. Our previous study found that the PFC network characteristics of stroke patients are related to their motor function status and the topological properties of the PFC network under resting state can predict the motor function of stroke patients to some extent. Therefore, this study used functional near-infrared spectroscopy (fNIRS) to evaluate prefrontal neuroplasticity markers and the relationships between such neural markers and limb motor function in stroke patients with limb motor dysfunction, which could be helpful to further clarify the relationship between brain neuroplasticity and cerebral haemodynamics. At the same time, through accurate and objective means of evaluation, it could be helpful for clinicians to formulate and optimize individualized rehabilitation treatment plans and accurately determine the rehabilitation efficacy and prognosis. METHODS: This study recruited 17 S patients with limb motor dysfunction and 9 healthy subjects. fNIRS was used to collect 22 channels of cerebral blood oxygen signals in the PFC in the resting state. The differences in prefrontal oxygenated haemoglobin (HbO) and deoxygenated haemoglobin (HbR) concentrations were analysed between stroke patients and healthy subjects, and the lateralization index (LI) of HbO in stroke patients was also calculated. Pearson's correlation analysis was performed between the LI and the scores of the Fugl-Meyer Assessment Scale (FMA) of motor function in stroke patients. RESULTS: The results found that the prefrontal HbO concentration was significantly decreased in stroke patients with limb motor dysfunction compared with healthy subjects, and there was a significant, positive correlation between the LI of the PFC and FMA scores in stroke patients. CONCLUSION: These study results showed that stroke can cause cerebral haemodynamic changes in the PFC, and the functional imbalance of the left and right PFC in the resting state is correlated with the severity of limb motor dysfunction. Furthermore, we emphasize that the cerebral haemodynamic activity reflected by fNIRS could be used as a reliable neural biomarker for assessing limb motor dysfunction in stroke.