diagnostic support
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2022 ◽  
Vol 96 ◽  
pp. 8-11
Author(s):  
Sae Okada ◽  
Hiroyuki Oka ◽  
Hiroshi Iwasaki ◽  
Shunji Tsutsui ◽  
Hiroshi Yamada

Author(s):  
Hannah Legg ◽  
Anna Tickle ◽  
Alinda Gillott ◽  
Sarah Wilde

AbstractThere is a growing trend of adult diagnosis of Autism Spectrum Disorder (ASD). Research has found that diagnosis can prompt a process of sense-making which may be disrupted by lack of post-diagnostic support. Given the continued involvement of many parents in supporting their adult son or daughter with ASD, it is vital to understand their experiences to meet their needs in adapting to the diagnosis. Eleven parents of recently diagnosed adults participated in semi-structured interviews which were analysed thematically. Findings demonstrate that the new knowledge of diagnosis facilitates changes in attributions, interactions and relationships, but can result in unmet emotional and relational support needs. Findings are relevant to those involved in adult diagnosis, and the provision of post-diagnostic support.


PLoS ONE ◽  
2021 ◽  
Vol 16 (12) ◽  
pp. e0260506
Author(s):  
Claire Bamford ◽  
Alison Wheatley ◽  
Greta Brunskill ◽  
Laura Booi ◽  
Louise Allan ◽  
...  

Background There has been a shift in focus of international dementia policies from improving diagnostic rates to enhancing the post-diagnostic support provided to people with dementia and their carers. There is, however, little agreement over what constitutes good post-diagnostic support. This study aimed to identify the components of post-diagnostic dementia support. Methods We adopted a qualitative design using interviews, focus groups and observation to explore the perspectives of key stakeholders on the content of post-diagnostic dementia support. Purposive sampling was used to identify sites in England and Wales recognised as delivering good practice. Participants included 17 people with dementia, 31 carers, 68 service managers or funders, and 78 frontline staff. Interviews and focus groups were audio recorded and transcribed for analysis. Forty-eight sessions of observation were completed and recorded in fieldnotes. Components were identified through an inductive, thematic approach and cross-checked against national guidelines and existing frameworks; they were subsequently critically reviewed by a range of experts and our mixed stakeholder panel. Results Twenty distinct components of post-diagnostic support were identified, related to five themes: timely identification and management of needs; understanding and managing dementia; emotional and psychological wellbeing; practical support; and integrating support. The first and last of these were cross-cutting themes facilitating the delivery of a unique constellation of components of post-diagnostic support to each individual living with dementia or dyad at a particular time. Conclusions Our work offers an empirically based framework to inform the development and delivery of holistic, integrated and continuous dementia care from diagnosis to end of life. It highlights the relevance of many components to both people living with dementia and their carers. Since the framework was developed in England and Wales, further research is needed to explore the relevance of our components to other sectors, countries and care systems.


2021 ◽  
Vol 17 (S8) ◽  
Author(s):  
Jane Wilcock ◽  
Marie Poole ◽  
Henry Brodaty ◽  
Louise Robinson ◽  
Greta Rait ◽  
...  

2021 ◽  
Vol 11 (21) ◽  
pp. 9716
Author(s):  
Reimei Koike ◽  
Keiko Ogawa-Ochiai ◽  
Akiko Shirai ◽  
Katsumi Hayashi ◽  
Junsuke Arimitsu ◽  
...  

The aim of this study was to propose a method to assess images of the tongue captured using a polarized light camera for diagnostic use in Kampo medicine. Glossy and non-glossy images of the tongue were captured simultaneously using a polarizing camera and a polarizing plate. Data augmentation was performed by modulating the color and gloss, resulting in an increase in the number of images from 11 to 275. To create a data set, the values for which diseases were evaluated by Kampo doctors for all tongue images were taken as the correct values and combined with the features extracted from the tongue images. Using this data set, we constructed a diagnostic support module to evaluate diseases. The resulting mean absolute error of the assessment was 0.44 for qi deficiency, 0.42 for blood deficiency, 0.33 for blood stagnation, 0.36 for yin deficiency, and 0.55 for fluid stagnation, suggesting that the diagnostic assistance module was accurate, and our proposed learning and data augmentation methods were effective.


Diagnostics ◽  
2021 ◽  
Vol 11 (10) ◽  
pp. 1892
Author(s):  
Siddharth Arora ◽  
Athanasios Tsanas

Numerous studies have reported on the high accuracy of using voice tasks for the remote detection and monitoring of Parkinson’s Disease (PD). Most of these studies, however, report findings on a small number of voice recordings, often collected under acoustically controlled conditions, and therefore cannot scale at large without specialized equipment. In this study, we aimed to evaluate the potential of using voice as a population-based PD screening tool in resource-constrained settings. Using the standard telephone network, we processed 11,942 sustained vowel /a/ phonations from a US-English cohort comprising 1078 PD and 5453 control participants. We characterized each phonation using 304 dysphonia measures to quantify a range of vocal impairments. Given that this is a highly unbalanced problem, we used the following strategy: we selected a balanced subset (n = 3000 samples) for training and testing using 10-fold cross-validation (CV), and the remaining (unbalanced held-out dataset, n = 8942) samples for further model validation. Using robust feature selection methods we selected 27 dysphonia measures to present into a radial-basis-function support vector machine and demonstrated differentiation of PD participants from controls with 67.43% sensitivity and 67.25% specificity. These findings could help pave the way forward toward the development of an inexpensive, remote, and reliable diagnostic support tool for PD using voice as a digital biomarker.


2021 ◽  
pp. bmjqs-2021-013493
Author(s):  
Matt Sibbald ◽  
Sandra Monteiro ◽  
Jonathan Sherbino ◽  
Andrew LoGiudice ◽  
Charles Friedman ◽  
...  

BackgroundDiagnostic errors unfortunately remain common. Electronic differential diagnostic support (EDS) systems may help, but it is unclear when and how they ought to be integrated into the diagnostic process.ObjectiveTo explore how much EDS improves diagnostic accuracy, and whether EDS should be used early or late in the diagnostic process.Setting6 Canadian medical schools. A volunteer sample of 67 medical students, 62 residents in internal medicine or emergency medicine, and 61 practising internists or emergency medicine physicians were recruited in May through June 2020.InterventionParticipants were randomised to make use of EDS either early (after the chief complaint) or late (after the complete history and physical is available) in the diagnostic process while solving each of 16 written cases. For each case, we measured the number of diagnoses proposed in the differential diagnosis and how often the correct diagnosis was present within the differential.ResultsEDS increased the number of diagnostic hypotheses by 2.32 (95% CI 2.10 to 2.49) when used early in the process and 0.89 (95% CI 0.69 to 1.10) when used late in the process (both p<0.001). Both early and late use of EDS increased the likelihood of the correct diagnosis being present in the differential (7% and 8%, respectively, both p<0.001). Whereas early use increased the number of diagnostic hypotheses (most notably for students and residents), late use increased the likelihood of the correct diagnosis being present in the differential regardless of one’s experience level.Conclusions and relevanceEDS increased the number of diagnostic hypotheses and the likelihood of the correct diagnosis appearing in the differential, and these effects persisted irrespective of whether EDS was used early or late in the diagnostic process.


2021 ◽  
Vol 33 (S1) ◽  
pp. 13-13
Author(s):  
Alison Wheatley ◽  
Marie Poole ◽  
Louise Robinson

Background:The COVID-19 pandemic precipitated widespread change across health and social care in England and Wales. A series of lockdowns and UK Government guidance designed to reduce the spread of COVID-19 which emphasised social distancing and increased use of personal protective equipment led to changes such as increased use of remote consultation technologies and the closure of services deemed non-essential. This included many services for people with dementia and their families, such as day centres and dementia cafes.Objective:To explore the changes made to services during the pandemic and the impact of these changes on the delivery of good post-diagnostic dementia support.Method:Professionals who had previously been recruited to the ongoing PriDem qualitative study were approached for follow up interview. Eighteen interviews with a total of 21 professionals working in health, social care and the third sector were conducted using telephone or video conferencing.Interviews were audio recorded, transcribed and checked prior to thematic analysis.Results:Key themes emerging from preliminary analysis of the data include: uncertainty about the future and the need to adapt quickly to shifting guidance; changing job roles and ways of working; the emotional and physical impact of the pandemic on staff working with people with dementia and their families; and the impact of changes made (e.g. increased PPE, remote working) on the ability to deliver post-diagnostic support. However, there were also some unintended positive outcomes of the changes. These included the ability to include family members living at a distance in remote consultations, allowing for more robust history-taking, as well as the uptake of technology to facilitate cross-sector and multidisciplinary working between professionals.Conclusion:Delivering post-diagnostic dementia support during COVID-19 was challenging and forced dementia services to make adaptations. Participants expected that some of these changes would be incorporated into post-pandemic work, for example increased use of technology for multidisciplinary team meetings or blended approaches to patient-facing services involving both virtual and face to face work as appropriate. However, most participants agreed that it was not appropriate nor desirable to provide fully remote post-diagnostic support on a full time basis.


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