64 research outputs found

    The Smart City Active Mobile Phone Intervention (SCAMPI) study to promote physical activity through active transportation in healthy adults: a study protocol for a randomised controlled trial

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    Abstract Background The global pandemic of physical inactivity represents a considerable public health challenge. Active transportation (i.e., walking or cycling for transport) can contribute to greater total physical activity levels. Mobile phone-based programs can promote behaviour change, but no study has evaluated whether such a program can promote active transportation in adults. This study protocol presents the design and methodology of The Smart City Active Mobile Phone Intervention (SCAMPI), a randomised controlled trial to promote active transportation via a smartphone application (app) with the aim to increase physical activity. Methods/design A two-arm parallel randomised controlled trial will be conducted in Stockholm County, Sweden. Two hundred fifty adults aged 20–65 years will be randomised to either monitoring of active transport via the TRavelVU app (control), or to a 3-month evidence-based behaviour change program to promote active transport and monitoring of active travel via the TRavelVU Plus app (intervention). The primary outcome is moderate-to-vigorous intensity physical activity (MVPA in minutes/day) (ActiGraph wGT3x-BT) measured post intervention. Secondary outcomes include: time spent in active transportation measured via the TRavelVU app, perceptions about active transportation (the Transport and Physical Activity Questionnaire (TPAQ)) and health related quality of life (RAND-36). Assessments are conducted at baseline, after the completed intervention (after 3 months) and 6 months post randomisation. Discussion SCAMPI will determine the effectiveness of a smartphone app to promote active transportation and physical activity in an adult population. If effective, the app has potential to be a low-cost intervention that can be delivered at scale. Trial registration ClinicalTrials.gov NCT03086837; 22 March, 2017

    Prevalence, associated factors and outcomes of pressure injuries in adult intensive care unit patients: the DecubICUs study

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    Funder: European Society of Intensive Care Medicine; doi: http://dx.doi.org/10.13039/501100013347Funder: Flemish Society for Critical Care NursesAbstract: Purpose: Intensive care unit (ICU) patients are particularly susceptible to developing pressure injuries. Epidemiologic data is however unavailable. We aimed to provide an international picture of the extent of pressure injuries and factors associated with ICU-acquired pressure injuries in adult ICU patients. Methods: International 1-day point-prevalence study; follow-up for outcome assessment until hospital discharge (maximum 12 weeks). Factors associated with ICU-acquired pressure injury and hospital mortality were assessed by generalised linear mixed-effects regression analysis. Results: Data from 13,254 patients in 1117 ICUs (90 countries) revealed 6747 pressure injuries; 3997 (59.2%) were ICU-acquired. Overall prevalence was 26.6% (95% confidence interval [CI] 25.9–27.3). ICU-acquired prevalence was 16.2% (95% CI 15.6–16.8). Sacrum (37%) and heels (19.5%) were most affected. Factors independently associated with ICU-acquired pressure injuries were older age, male sex, being underweight, emergency surgery, higher Simplified Acute Physiology Score II, Braden score 3 days, comorbidities (chronic obstructive pulmonary disease, immunodeficiency), organ support (renal replacement, mechanical ventilation on ICU admission), and being in a low or lower-middle income-economy. Gradually increasing associations with mortality were identified for increasing severity of pressure injury: stage I (odds ratio [OR] 1.5; 95% CI 1.2–1.8), stage II (OR 1.6; 95% CI 1.4–1.9), and stage III or worse (OR 2.8; 95% CI 2.3–3.3). Conclusion: Pressure injuries are common in adult ICU patients. ICU-acquired pressure injuries are associated with mainly intrinsic factors and mortality. Optimal care standards, increased awareness, appropriate resource allocation, and further research into optimal prevention are pivotal to tackle this important patient safety threat

    The effect of education and telemonitoring intervention on acute events of patients with heart failure: secondary analysis of the MEETinCY study

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    Background Despite advances in the treatment of heart failure (HF), decompensated HF is characterized by high hospital readmissions and linked with increased morbidity and mortality. Early recognition of deterioration of the symptoms by the patients is vital for reducing acute events and hospital length of stay. Aim This study aimed to determine the effectiveness of a nurse-led management program on the reduction of the number of visits to ER, unplanned readmissions and mortality of patients with HF due to acute events of decompensation at 90- and 180-days post-discharge. The secondary aim was to identify a possible association between demographic or clinical characteristics and the hazard for acute events. Methods This study was designed as a multicenter single-blinded randomized clinical trial (RCT) with three different intervention groups (IGs) and one control group (CG) that received the usual care which did not include a structured educational program. It is part of the study MEETinCY and data were collected from the five big general hospitals of the country. The first IG received only education (EE) before discharge, the second IG received only telephone follow-up (TT) for 90 days after discharge, the third IG included a combination of education before discharge and telephone follow-up (ET) for 90 days months after discharge. The efficacy of interventions on mortality and rehospitalization rates were estimated using a Kaplan Meier analysis and were compared with log rank test. The association of demographic and clinical characteristics to the hazard for acute events was explored using a multivariate Cox regression. The significance testing was based on p value <0.05. Results Two hundred and forty-two (242) patients completed the study [(CC) n=68, (EE) n=57, (ET) n=59, (TT) n=58]. Mean age of patients was 69.5 (SD = 11.5), 64% were male, with NYHA function I-IV but most patients (39.3%) were categorized in NYHA II. During the 90 and 180 days study periods, the intervention groups, although appearing to have a "better survival experience" than the Control group, no statistically significant difference was found between the four groups for the periods 90 (log-rank test, x2 = 3.7 p = 0.28) and 180 (log rang x2=2.87, p=0.41) days.Maria Kyranou, Maria HadjibalassiComplete

    Evoked responses to transcranial and electrical stimulation during isometric and lengthening contractions of the soleus muscle

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    The aim of this study was to assess differences in motor control between isometric and lengthening contractions of the soleus muscle. Evoked responses to TMS (MEPs) and electrical stimulation of the peripheral nerve (H-reflexes) where recorded at rest and during isometric and lengthening contractions of the soleus muscle at 20%, 40%, 60% and 80% MVC. Torque and background EMG were averaged over a time window of 100ms prior to stimulation. MEPs were found to be significantly lower (P < 0.05) during lengthening contractions compared to isometric contractions at 40%, 60% and 80% MVC (10.95 ± 0.05 mV vs 9.93 ±0.06 mV ; 1.47 ± 0.07 mV vs 9.7 ± 0.08 mV; 11.48 ± 0.08 mV ± vs 10.14 ± 0.07 mV). The H-reflex-to-Mmax ratio was significantly lower (P < 0.05) during passive lengthening compared to the passive isometric condition (2.5 ± 1.11 mV vs 1.4 ±0.88 mV). In an active muscle, the H-reflex-to-Mmax ratio was similar between isometric and lengthening modes of contraction. Torque production during passive lengthening (1.8 ± 2.8 Nm vs 4.6 ± 3.2 Nm) and at 20% MVC lengthening (215.25 ± 68.3 Nm vs 300.8 ± 155 Nm) was higher (P < 0.05) compared to the corresponding torque produced in isometric conditions. MEPs represent the excitability of both supraspinal and spinal neurons; H-reflex, on the other hand, reflects only the excitability of the spinal MN pool. Therefore, it was concluded that the motor cortex generates a descending command of lower amplitude in the case of lengthening contractions. This, however, could not be considered as neural inhibition, since recorded torque during muscle lengthening was similar or higher compared to the torque recorded during isometric muscle actions

    Neurophysiological correlates of producing and perceiving natural connected speech

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    Spoken language is an essential part of our every-day lives. Despite being one of the most prominent human behaviors, little is known about the cortical substrates supporting the perception and production of continuous, connected speech. This doctoral dissertation aimed to fill this gap through an extensive experimental paradigm consisting of both natural speech production and speech perception tasks. There was a special emphasis on speech rhythm which is tied to speaking rate. Cortical signals were measured with magnetoencephalography. Electromyographic and acoustic signals were recorded during the speech production tasks. Study I aimed to quantify speech rhythm using a multimodal spectral approach in the form of coherence between electromyographic and acoustic signals. This multimodal approach was compared to a unimodal approach, which involves spectral analysis of electromyographic and acoustic signals in isolation. As opposed to a unimodal analysis, a multimodal analysis was shown to successfully reveal the shared periodic components in the two signals. This suggests that coherence metrics are especially useful in quantifying rhythm in the inherently complex natural speech. Study II investigated the cortical correlates of natural speech production and perception. Modulations in band-limited cortical signal power were examined in response to variations in three fundamental speech-related features: the amount of linguistic content present in an utterance, speaking rate and social relevance. The resulting spatiospectral patterns revealed that the right hemisphere is markedly involved in natural speech processing and, particularly, that processing of socially relevant speech engages the right temporo-parietal junction. Notably, natural speech production and perception were found to extensively overlap in both hemispheres. Study III examined, using audio-MEG coherence, the cortical tracking of global rhythmic structure and local, transient variations in speaking rate in perceived natural, connected speech. It was found that cortical tracking of perceived natural, connected speech extends beyond the previously reported emphasis on the temporal regions and also engages higher-order cortical regions. Furthermore, the observed audio-MEG coherence patterns revealed two spatially and functionally distinct components of cortical tuning: evolutionary tuning to global rhythmic structure, and predictive tuning that is driven by local changes in speaking rate. This doctoral dissertation presents novel methodological tools for characterizing rhythm in natural speech. It also contributes to an emerging view on cortical speech processing that is not confined to traditional left-hemispheric cortical regions and offers an insight into the functional role of speech rhythm in speech comprehension

    Google Dialogflow-based chatbot for planning a trip

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    Η τεχνολογία των Chatbots στις μέρες μας είναι γνωστή στο ευρύτερο κοινό ως μία σύγχρονη πτυχή της επιστήμης των υπολογιστών. Θεωρείται στενά συνδεδεμένη με την τεράστια εξέλιξη που έχει βιώσει και συνεχίζει να βιώνει ο κλάδος της Τεχνητής Νοημοσύνης τα τελευταία χρόνια. Ωστόσο, η ιδέα των Chatbots έχει ξεκινήσει να αναπτύσσεται και να υλοποείται ήδη από τα μέσα του 20ου αιώνα. Το 1950, ο Alan Turing συνδέει για πρώτη φορά την ικανότητα επικοινωνίας μεταξύ ανθρώπου και μηχανής με την έννοια της υπολογιστικής ευφυΐας. Ισχυρίζεται ότι το Turing test μπορεί να αποτελέσει κριτήριο ευφυΐας, ορίζοντας την τελευταία ως την ικανότητα ενός υπολογιστικού προγράμματος να υποδύεται τον άνθρωπο σε μία γραπτή συζήτηση αληθινού χρόνου με αυτόν. Τα επόμενα χρόνια ακολούθησε η προσπάθεια υλοποίησης αυτής της υπολογιστικής ευφυίας με το πρώτο Chatbot (Eliza) να δημιουργείται το 1966 από τον Joseph Weizenbaum. Στις μέρες μας, η τεχνολογία των Chatbots έχει αποκτήσει μεγάλη αναγνώριση σε πολλούς επιστημονικούς κλάδους. Η δυνατότητα αντίληψης της κατάστασης, της σκέψης και των αναγκών του χρήστη από τον υπολογιστή έχει αποτελέσει ένα πολύ δυνατό εργαλείο σε κλάδους όπως η ιατρική, η ψυχολογία και η ψυχαγωγία. Στη συγκεκριμένη πτυχιακή εργασία έχει υλοποιηθεί μέσω του Google Dialogflow μία εφαρμογή Chatbot, η οπία έχει ως στόχο την παροχή της κατάλληλης βοήθειας στον χρήστη για την οργάνωση ενός ταξιδιού ή την απόκτηση χρήσιμων πληροφοριών για κάποιον προορισμό.The technology of Chatbots nowadays is known as a modern aspect of computer science. It is considered to be heavily connected to the immense development that the field of Artificial Intelligence has experienced during the past years and still continues to experience. However, the idea of Chatbots started spreading and being realised since the middle of the 20th century. In 1950, Alan Turing connects the ability of communication between humans and machines with the concept of computing intelligence for the first time. He claims that the ‘Turing test’ can be a measure of intelligence, defining the latter as the ability of a computer program to act as a human in a written real-time conversation with him. The following years the effort of materializing this computing intelligence continued with the first Chatbot (Eliza) being developed in 1966 by Joseph Weizenbaum. Nowadays, the technology of Chatbots has received wide recognition in several scientific fields. The ability of the computer to understand situations, the thoughts and the needs of the user has become a powerful tool in fields such as Medicine, Psychology and even entertainment. In this thesis a Chatbot application has been created through Google Dialogflow with the objective of providing appropriate help to the user in planning a trip or acquiring useful information for a certain destinatio

    Cortical tracking of global and local variations of speech rhythm during connected natural speech perception

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    During natural speech perception, listeners must track the global speaking rate, that is, the overall rate of incoming linguistic information, as well as transient, local speaking rate variations occurring within the global speaking rate. Here, we address the hypothesis that this tracking mechanism is achieved through coupling of cortical signals to the amplitude envelope of the perceived acoustic speech signals. Cortical signals were recorded with magnetoencephalography (MEG) while participants perceived spontaneously produced speech stimuli at three global speaking rates (slow, normal/ habitual, and fast). Inherently to spontaneously produced speech, these stimuli also featured local variations in speaking rate. The coupling between cortical and acoustic speech signals was evaluated using audio–MEG coherence. Modulations in audio–MEG coherence spatially dif- ferentiated between tracking of global speaking rate, highlighting the temporal cortex bilaterally and the right parietal cortex, and sensitivity to local speaking rate variations, emphasizing the left parietal cortex. Cortical tuning to the temporal structure of natural connected speech thus seems to require the joint contribution of both auditory and parietal regions. These findings suggest that cortical tuning to speech rhythm operates on two functionally distinct levels: one encoding the global rhythmic structure of speech and the other associated with online, rapidly evolving temporal predictions. Thus, it may be proposed that speech perception is shaped by evolutionary tuning, a preference for certain speaking rates, and predictive tuning, associated with cortical tracking of the constantly changing-rate of linguistic information in a speech stream.Peer reviewe

    Cortical entrainment

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    The popular framework of cortical entrainment postulates that speech comprehension crucially depends on the continuous alignment of low-frequency cortical oscillatory activity with the amplitude envelope of perceived acoustic speech signals. The evidence for cortical entrainment mostly stems from tightly controlled experimental paradigms focusing on repeated perception of isolated sentences that feature a very constant speaking rate. However, these kinds of decontextualised and extremely regular stimuli do not reflect natural speech as we encounter it in real life. We thus advance the view that naturalistic experimental paradigms, utilising spontaneously produced speech as stimuli and suitable frequency-domain methodological tools, should be used to address an important question that remains open: whether cortical entrainment is observed during speech perception and comprehension in real-life communicative situations. In addition, we discuss how the phenomenon currently labelled as cortical entrainment might be confounded by a regular repetition of evoked responses.Peer reviewe
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