Predicting Pass Receiver In Football Using Distance Based Features

International audienceThis paper presents our approach to the football pass prediction challenge of the Machine Learning and Data Mining for Sport Analytics workshop at ECML/PKDD 2018. Our solution uses distance based features to predict the receiver of a pass. We show that our model is able to improve prediction results obtained on a similar dataset. One particularity of our approach is the use of failed passes to improve the predictions

Research findings from the Memories of Nursing oral history project.

Capturing the stories of nurses who practised in the past offers the opportunity to reflect on the changes in practice over time to determine lessons for the future. This article shares some of the memories of a group of 16 nurses who were interviewed in Bournemouth, UK, between 2009 and 2016. Thematic analysis of the interview transcripts identified a number of themes, three of which are presented: defining moments, hygiene and hierarchy. The similarities and differences between their experiences and contemporary nursing practice are discussed to highlight how it may be timely to think back in order to take practice forward positively in the future

Patient perspectives of helpful risk management practices within mental health services. A mixed studies systematic review of primary research

Minimising the harm that patients pose to themselves and others, due to mental health difficulties, is a central component of risk management in psychiatry. However, risk management itself can cause patient harm, but despite this and the potentially informative value of lived experience, little is known about what patients want or expect from risk management. Aim: To review research and explore what patients consider beneficial in risk management practice. Method: A mixed‐studies systematic review utilising PRISMA guidelines, alongside a convergent qualitative design to categorise findings. Results: 12 papers were identified, generating two categories of beneficial practices: interpersonal relationships and communication with clinicians; coupled with patient agency in their own risk management. Discussion: Connectivity appears important. Particularly patients feeling involved, and their voices being heard in both the identification of risks and then shaping risk management practice. Moreover, this included involvement of friends, family, and peers to widen input and supportive networks beyond clinical relationships. Implications for Practice: Risk management needs to be an accessible part of care, which is more inclusive of patient views and needs. The latter might also be aided by drawing on the patient's wider community in order to provide more effective support and risk management

"It's a can of worms": understanding primary care practitioners' behaviours in relation to HPV using the Theoretical Domains Framework

Background: The relationship between infection with high-risk human papillomavirus (HPV) and cervical cancer is transforming cervical cancer prevention. HPV tests and vaccinations have recently become available. In Ireland, as elsewhere, primary care practitioners play a key role in prevention. ATHENS (A Trial of HPV Education and Support) aims to develop a theorybased intervention to support primary care practitioners in their HPV-related practice. This study, the first step in the intervention development process, aimed to: identify HPV-related clinical behaviours that the intervention will target; clarify general practitioners’ (GPs’) and practice nurses’ roles and responsibilities; and determine factors that potentially influence clinical behaviour. A secondary objective was to informally assess the utility of the Theoretical Domains Framework (TDF) in understanding clinical behaviours in an area with an evolving evidence-base. Methods: In-depth semi-structured telephone interviews were conducted with GPs and practice nurses. The topic guide, which contained open questions and HPV-related clinical scenarios, was developed through literature review and clinical experience. Interview transcripts were content-analysed using the TDF as the coding framework. Results: 19 GPs and 14 practice nurses were interviewed. The major HPV-related clinical behaviours were: initiating a discussion about HPV infection with female patients; offering/recommending HPV vaccination to appropriate patients; and answering patients’ questions about HPV testing. While the responsibility for taking smears was considered a female role, both male and female practitioners dealt with HPV-related issues. All 12 theoretical domains arose in relation to HPV infection; the domains judged to be most important were: knowledge, emotion, social influences, beliefs about capabilities and beliefs about consequences. Eleven domains emerged in relation to HPV vaccination, with beliefs about consequences, social influences, knowledge and environmental context and resources judged to be the most important. Nine domains were relevant to HPV testing, with knowledge and beliefs about capabilities judged to be the most important. Conclusions: The findings confirm the need for an intervention to support primary care practitioners around HPV and suggest it should target a range of theoretical domains. The TDF proved valuable in analysing qualitative data collected using a topic guide not specifically designed to capture TDF domains and understanding clinical behaviours in an area with an evolving evidence-base

Journeying with Morrie: challenging notions of professional delivery of spiritual care at the end of life

The spiritual welfare of dying people has in recent years moved from the domain of religion to become the concern of health care professionals, particularly as part of the ideal of holism that underpins palliative care. Professional delivery of spiritual care incorporates the features of assessment, control and treatment which may involve varying degrees of intrusion into the patient's deeply personal inner self. Using a case study approach, this article explores meanings of spirituality and understandings of what is meant by the term 'spiritual care'. It argues that biographical and community approaches to spiritual care of dying people may be more congruent with the concept of the 'whole person' because this support is rooted in an intimate contextual knowledge of the dying person by the caregiver. This challenges the dominant discourses of professional expertise to embrace informal personal and collective competence in this important aspect of end of life care

Aphasia and Spirituality: the feasibility of assessment and intervention using WELLHEAD and SHALOM

Background: Spiritual aspects of aphasia rehabilitation are poorly understood, though identified within adjustment. Existing spiritual health assessments have not been used with people with aphasia, and no structured program to facilitate intervention has been documented, despite acknowledgments that spirituality is important in health and wellbeing and distinct from quality of life and mental health. Aims: Mixed methods were used to investigate the accessibility and acceptability of a spiritual health assessment (SHALOM) and WELLHEAD, a toolkit originated by Mumby for spiritual health assessment and intervention, using the religiously neutral dimensions of ‘WIDE, LONG, HIGH and DEEP’. Method: A Steering group (five people with aphasia) shaped the feasibility study cyclically, agreeing that ‘Meaning and purpose’ defined spirituality, and selecting SHALOM. WELLHEAD was modified collaboratively with the Steering group and Hospital Chaplain. A convenience sample of 10 people with aphasia (discharged from therapy) represented diverse aphasia histories, ages and religious backgrounds. Participants completed a two-hour session using SHALOM, the WELLHEAD toolkit and a feedback questionnaire within video-recorded interviews. Quantitative results from all three components were integrated with a qualitative thematic analysis in NVivo 11 including numerical and descriptive summaries verified by the participants, feedback interview transcripts and field notes with reflections. The thematic analysis was systematically and independently verified by a co-researcher. Feedback from participants was further verified by incorporating their comments from reviewing the overall findings. Results: Quantitative and qualitative feedback evaluated the materials positively. Thematic analysis provided evidence of the accessibility, acceptability and positive impact of WELLHEAD irrespective of aphasia severity or aetiology, and religious background. ‘Belief’, ‘Faith’ and ‘Religion’ were disambiguated. SHALOM was also linguistically and cognitively accessible with communication support even for those with severe aphasia. Scores from WELLHEAD and SHALOM were compared and set into the context of wider standardisation of SHALOM, providing the first evidence of spiritual health measures in participants with aphasia. Conclusions: This preliminary work lays foundations for spiritual assessment and intervention in aphasia. Establishing the psychometric properties of SHALOM and WELLHEAD in people with aphasia requires a larger sample. Additional study of intervention is proposed, with clear potential for wider application of WELLHEAD in diverse settings and populations

Abrogation of Junctional Adhesion Molecule-A Expression Induces Cell Apoptosis and Reduces Breast Cancer Progression

Intercellular junctions promote homotypic cell to cell adhesion and transfer intracellular signals which control cell growth and apoptosis. Junctional adhesion molecule-A (JAM-A) is a transmembrane immunoglobulin located at tight junctions of normal epithelial cells of mammary ducts and glands. In the present paper we show that JAM-A acts as a survival factor for mammary carcinoma cells. JAM-A null mice expressing Polyoma Middle T under MMTV promoter develop significantly smaller mammary tumors than JAM-A positive mice. Angiogenesis and inflammatory or immune infiltrate were not statistically modified in absence of JAM-A but tumor cell apoptosis was significantly increased. Tumor cells isolated from JAM-A null mice or 4T1 cells incubated with JAM-A blocking antibodies showed reduced growth and increased apoptosis which paralleled altered junctional architecture and adhesive function. In a breast cancer clinical data set, tissue microarray data show that JAM-A expression correlates with poor prognosis. Gene expression analysis of mouse tumor samples showed a correlation between genes enriched in human G3 tumors and genes over expressed in JAM-A +/+ mammary tumors. Conversely, genes enriched in G1 human tumors correlate with genes overexpressed in JAM-A−/− tumors. We conclude that down regulation of JAM-A reduces tumor aggressive behavior by increasing cell susceptibility to apoptosis. JAM-A may be considered a negative prognostic factor and a potential therapeutic target