On the surplus value of semantic video analysis beyond the key frame

Typical semantic video analysis methods aim for classification of camera shots based on extracted features from a single key frame only. In this paper, we sketch a video analysis scenario and evaluate the benefit of analysis beyond the key frame for semantic concept detection performance. We developed detectors for a lexicon of 26 concepts, and evaluated their performance on 120 hours of video data. Results show that, on average, detection performance can increase with almost 40 % when the analysis method takes more visual content into account. 1

The relationship between emotional self-awareness, emotion regulation, and diabetes distress among Italian and Dutch adults with type 1 diabetes

ObjectiveEvidence suggests that many adults with type 1 diabetes (T1D) experience clinically relevant levels of diabetes distress, indicating coping difficulties. Studies have primarily focused on emotion regulation as a possible construct to be addressed in psychological interventions to alleviate diabetes distress. This study extends the literature by investigating the cross-sectional association between emotion regulation, diabetes distress and the construct of emotional self-awareness as an additional variable to be considered in potentially reducing diabetes distress.MethodsVia an online survey, data was collected on emotional self-awareness dimensions (attention to feelings, clarity of feelings), emotion regulation strategies (cognitive reappraisal, expressive suppression, mood repair) and diabetes distress, along with self-reported clinical and sociodemographic information. Multiple linear regression with stepwise backward method was used to examine associations, controlling for country.ResultsN = 262 Italian and Dutch adults with T1D (80.5% women, M = 38.12 years, SD = 12.14) participated. Clarity of feelings was significantly negatively associated with diabetes distress, resulting in a medium effect size (β = −0.22, p < 0.001). Likewise, mood repair was negatively related to diabetes distress, showing a small effect size (β = −0.26, p < 0.001).ConclusionThese findings shed light on the importance of a dimension of emotional self-awareness, namely clarity of feelings. This represents the ability to identify one’s emotional states and discriminate between them. Thus, it should be considered in psychological interventions, such as mentalization-based treatment, that might contribute to alleviating T1D-related distress

Is a Severe Clinical Profile an Effect Modifier in a Web-Based Depression Treatment for Adults With Type 1 or Type 2 Diabetes? Secondary Analyses From a Randomized Controlled Trial.

Background: Depression and diabetes are two highly prevalent and co-occurring health problems. Web-based, diabetes-specific cognitive behavioral therapy (CBT) depression treatment is effective in diabetes patients, and has the potential to be cost effective and to have large reach. A remaining question is whether the effectiveness differs between patients with seriously impaired mental health and patients with less severe mental health problems. Objective: To test whether the effectiveness of an eight-lesson Web-based, diabetes-specific CBT for depression, with minimal therapist support, differs in patients with or without diagnosed major depressive disorder (MDD), diagnosed anxiety disorder, or elevated diabetes-specific emotional distress (DM-distress). Methods: We used data of 255 patients with diabetes with elevated depression scores, who were recruited via an open access website for participation in a randomized controlled trial, conducted in 2008-2009, comparing a diabetes-specific, Web-based, therapist-supported CBT with a 12-week waiting-list control group. We performed secondary analyses on these data to study whether MDD or anxiety disorder (measured using a telephone-administered diagnostic interview) and elevated DM-distress (online self-reported) are effect modifiers in the treatment of depressive symptoms (online self-reported) with Web-based diabetes-specific CBT. Results: MDD, anxiety disorder, and elevated DM-distress were not significant effect modifiers in the treatment of self-assessed depressive symptoms with Web-based diabetes-specific CBT. Conclusions: This Web-based diabetes-specific CBT depression treatment is suitable for use in patients with severe mental health problems and those with a less severe clinical profile

Comment on Young-Hyman et al. Psychosocial care for people with diabetes: A position statement of the American Diabetes Association. Diabetes Care 2016;39:2126–2140

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Beliefs, barriers and preferences of European overweight women to adopt a healthier lifestyle in pregnancy to minimize risk of developing gestational diabetes mellitus: an explorative study

Introduction: Overweight and obese women are at high risk of developing gestational diabetes mellitus (GDM). Lifestyle programs might help curb the GDM risk. We explored beliefs, perceived barriers and preferences regarding lifestyle changes among overweight European pregnant women to help inform the development of future high quality lifestyle interventions. Methods: An explorative mixed methods, two-staged study was conducted to gather information from pregnant European women (BMI≥25kg/m2). In three European countries (Belgium, Netherlands, United Kingdom) interviews were conducted, followed by questionnaires in six other European countries (Austria, Denmark, Ireland, Italy, Poland, Spain). Content analysis, descriptive and chi square statistics were applied (p<0.05). Results: Women preferred to obtain detailed information about their personal risk. The health of their baby was major motivating factor. Perceived barriers for physical activity included pregnancy-specific issues such as tiredness and experiencing physical complaints. Insufficient time was a barrier more frequently reported by women with children. Abstaining from snacking was identified as a challenge for the majority of women, especially for those without children. Women preferred to obtain support from their partner, as well as health professionals and valued flexible lifestyle programs. Conclusions: Healthcare professionals need to inform overweight pregnant women about their personal risk, discuss lifestyle modification and assist in weight management. Lifestyle programs should be tailored to the individual, taking into account barriers experienced by overweight first-time mothers and multipara women

Web-based cognitive behavioural therapy (W-CBT) for diabetes patients with co-morbid depression: Design of a randomised controlled trial

Abstract Background Depression is common among people with diabetes, negatively affecting quality of life, treatment adherence and diabetes outcomes. In routine clinical care, diabetes patients have limited access to mental health services and depression therefore often remains untreated. Web-based therapy could potentially be an effective way to improve the reach of psychological care for diabetes patients, at relatively low costs. This study seeks to test the effectiveness of a web-based self-help depression programme for people with diabetes and co-morbid depression. Methods/Design The effectiveness of a web-based self-help course for adults with diabetes with co-morbid depression will be tested in a randomised trial, using a wait-list controlled design. The intervention consists of an 8-week, moderated self-help course that is tailored to the needs of persons living with diabetes and is offered on an individual basis. Participants receive feedback on their homework assignments by e-mail from their coach. We aim to include 286 patients (143/143), as power analyses showed that this number is needed to detect an effect size of 0.35, with measurements at baseline, directly after completing the web-based intervention and at 1, 3, 4 and 6 months follow-up. Patients in the control condition are placed on a waiting list, and follow the course 12 weeks after randomisation. Primary outcomes are depressive symptoms and diabetes-specific emotional distress. Secondary outcomes are satisfaction with the course, perceived health status, self-care behaviours, glycaemic control, and days in bed/absence from work. Questionnaires are administered via the Internet. Discussion The intervention being trialled is expected to help improve mood and reduce diabetes-specific emotional distress in diabetes patients with depression, with subsequent beneficial effects on diabetes self-care and glycaemic outcomes. When proven efficacious, the intervention could be disseminated to reach large groups of patients with diabetes and concurrent depressive symptoms

Design of the e-Vita diabetes mellitus study: effects and use of an interactive online care platform in patients with type 2 diabetes (e-VitaDM-1/ZODIAC-40)

Background Due to ongoing rise in need for care for people with chronic diseases and lagging increase in number of care providers, alternative forms of care provision and self-management support are needed. Empowering patients through an online care platform could help to improve patients’ self-management and reduce the burden on the healthcare system. Methods Access to laboratory results and educational modules on diabetes will be offered through a platform for subjects with type 2 diabetes mellitus treated in primary care. Differences in socio-demographic and clinical characteristics between subjects expressing interest vs. disinterest to use the platform will be explored. Platform usage will be tracked and compared. Patient satisfaction and quality of life will be measured by validated questionnaires and economic analyses will be performed. Discussion This study is designed to assess the feasibility of use of an online platform in routine primary healthcare for subjects with type 2 diabetes mellitus in the Netherlands, and to study effects of use of the platform on treatment satisfaction, quality of life and clinical parameters. Although providing access to a online platform is not a novel intervention, usage and effects have not yet been studied in this patient population

Demographical, Clinical, and Psychological Characteristics of Users and Nonusers of an Online Platform for T2DM Patients (e-VitaDM-3/ZODIAC-44)

Background. Online platforms offer opportunities for support in changing lifestyle and taking responsibility for one's health, but engaging patients with type 2 diabetes is challenging. Previous studies have shown that patients interested in platforms were more often male, younger, and higher educated. This study aims to investigate differences in clinical and psychological characteristics between users and nonusers of a newly developed platform. Methods. A prospective study started in the Drenthe region of Netherlands. Participants in the study concerning quality of care and quality of life were additionally invited to use the platform. Results. 633 patients were registered after they opted for platform use. Of these patients, 361 (57.0%) never logged on, 184 (29.1%) were labeled "curious" users, and 88 (13.9%) were identified as "active" users. Users had lower HbA1c levels and more often hypertension compared to nonusers, and reported higher quality of life, better well-being, lower diabetes-related distress, and better medication adherence. Discussion. Platform use was associated with more favorable clinical and psychological characteristics relative to nonuse. Those with greater severity of disease, lower mood, and progression of disease used the platform the least. Other approaches need to be developed to reach these patients. Furthermore, improving the platform could also help to reach them. This trial is registered with Clinicaltrials.gov NCT01570140

Corrigendum to “Performance of early pregnancy HbA1c for predicting gestational diabetes mellitus and adverse pregnancy outcomes in obese European women” [Diab. Res. Clin. Pract. 168 (2020) 108378](S0168822720306318)(10.1016/j.diabres.2020.108378)

The authors regret that a few lines in Tables 1 and 2 were formatted incorrectly in the published version of the article with numbers all appearing in one line instead of being in separate lines. The correctly formatted tables are shown below. The authors would like to apologise for any inconvenience caused

Traumapotilaan golden hour Kainuun ensihoidossa : Tutkimus traumapotilaan golden hour:n toteutumisesta sekä siihen vaikuttavista tekijöistä Kainuun ensihoidossa

Tutkimuksen tarkoituksena oli kuvailla Kainuun ensihoidon laatua traumapotilaiden hoidossa. Opinnäytetyömme on tehty yhteistyössä Kainuun sosiaali- ja terveydenhuollon kuntayhtymän ensihoidon kanssa. Tutkimuksen tavoitteena oli hyödyntää tutkimusta Kainuun ensihoidossa traumapotilaiden hoidon kehittämisessä. Tutkimuksemme on toteutettu kvantitatiivisena ja retrospektiivisena tutkimuksena. Aineiston keräämiseen käytimme valmista tiedonkeruupohjaa, johon keräsimme 391 ensihoitotehtävän tiedot. Analysoimme tutkimuksen tulokset Excel- ja SPSS-ohjelmilla. Tutkimuksen perusteella 50 % (N= 196) traumapotilaista pääsi kultaisen tunnin aikana lopulliseen hoitopaikkaan. Keskimäärin ensihoitajilla kului kohteessa 21 minuuttia, joka on yli suositellun 10 minuutin. Tutkimuksen mukaan 15 %:lla (N= 58) ensihoitotehtävistä kuljetus päästiin aloittamaan 10 minuutin sisällä. Tutkimuksessa kävi ilmi, että mitä enemmän kohteessa tehtiin hoitotoimenpiteitä, sitä pidempi kohteessa oloaika oli. Tutkimuksessa kävi ilmi, että ensihoitotehtävien kokonaisajasta suurin osa kului matkalla potilaan luokse ja potilaan kuljettamiseen hoitolaitokseen. Tämä selittyy Kainuun alueen pitkillä välimatkoilla. Ensihoitotehtävien kokonaisaika kasvoi huomattavasti, mikäli potilas jatkokuljetettiin Kainuun keskussairaalasta yliopistolliseen sairaalaan Ouluun. Ensihoitotehtävillä, joissa potilas jatkokuljetettiin, aikaa kului merkittävästi keskussairaalassa potilaan tilan stabilointiin ennen jat-kokuljetuksen aloittamista. Tutkimme myös vaikuttaako ensihoitotehtävien kokonaisaikaan eri viranomaisjohtajuudet. Tutkimuksen perusteella voidaan todeta, että poliisijohtoisilla ensihoitotehtävillä kohteessa oloaika oli keskimäärin kaikista lyhyin. Opinnäytetyötämme voidaan hyödyntää ensihoidon laadun kehittämiseksi Kainuun ensihoidossa sekä henkilöstön ammattitaidon ylläpitämiseksi. Tutkimustuloksia voidaan käyttää simulaatiokoulutuksen suunnittelun tukena, jolloin tunnistetaan mahdolliset kehittämishaasteet ensihoitajien toiminnassa. Traumapotilaiden lopullinen hoito tapahtuu aina sairaalassa, jossa on mahdollista saada mm. leikkaushoitoa. Jotta traumapotilas saa parasta mahdollista hoitoa, tulee ensihoidossa pyrkiä mahdollisimman nopeaan kuljetukseen, jolla pyritään turvaamaan traumapotilaan nopea sairaalahoitoon pääsy.Purpose of this study was to describe the quality of emergency care in Kainuu in trauma patients care. Our thesis is made in co-operation with emergency care centre of Kainuu. Objective of the study was to exploit research in developing of care for trauma patients in emergency care of Kainuu. Our study is implemented as a quantitative and retrospective research. For collecting the material, we used ready data collection sheet which we gathered the information of 391 alarms. We analyzed the result of the research by using Excel- and SPSS-programs. Based on the study 50% (N= 196) of trauma patients were transported in the final sequel care facility during the golden hour. Paramedics spent approximately 21 minutes on scene which is over than the recommended 10 minutes. According to the study in 15% (N= 58) of the alarms transportation was achieved to start within 10 minutes. The study showed that the on-scene time was the longer the more procedures were accomplished in the destination. The study also showed that most of the time on the alarms were spent by travelling to the patient and transporting the patient to care facility. This is explained by the long distances of the area of Kainuu. The total time of alarms was highly increased if the patient was sequel transported from central Hospital of Kainuu to University Hospital in Oulu. In alarms which the patient was sequel transported, significant amount of time was spent in central Hospital stabilizing the patient before continuing the transport. We also investigated if authority leaderships affect to the total time spent on alarms. The study lightened out that in those alarms which was lead by police, the on-scene time was averagely shortest. Our thesis can be utilized in developing the quality of emergency care in Kainuu and maintaining the professionality of personnel. Results of the study can be used as a support of simulation education which allows to identify the possible developing challenges in the action of paramedics. The final care of trauma patients always occurs at hospital where multiple procedures are availa-ble. To guarantee that the patient receives best care, must emergency care always strive to quick transportation which secures that patients gets quickly the care they need