0000000000249653
AUTHOR
Gordon Linklater
showing 4 related works from this author
Patients with non-oncological chronic conditions: Improving end-of-life care through integrated care and early palliative care provision
2019
Background: The last WHO definition of palliative care (PC) recognizes the integration of early PC in the course of illness and in conjunction with other therapies that are intended to treat disease as the way to provide optimal care. There is wide literature highlighting the benefits of early implementation of PC in oncological patients and there is a growing recognition of PC as an integral aspect of cancer treatment with the establishment of a range of specific guidelines concerning palliative cancer care. Nevertheless, these advances are not developed to the same extent in the approach of non-oncological chronic conditions. In this regard, patients of non-cancer diseases are rarely offe…
Complementary frailty and mortality prediction models on older patients as a tool for assessing palliative care needs.
2021
Background: Palliative care (PC) has demonstrated benefits for life-limiting illnesses. Cancer patients have mainly accessed these services, but there is growing consensus about the importance of promoting access for patients with non-malignant disease. Bad survival prognosis and patient9s frailty are usual dimensions to decide PC inclusion. Objectives: The main aim of this work is to design and evaluate three quantitative models based on machine learning approaches to predict frailty and mortality on older patients in the context of supporting palliative care decision making: one-year mortality, survival regression and one-year frailty classification. Methods: The dataset used in this stud…
Responsive and Minimalist App Based on Explainable AI to Assess Palliative Care Needs during Bedside Consultations on Older Patients
2021
[EN] Palliative care is an alternative to standard care for gravely ill patients that has demonstrated many clinical benefits in cost-effective interventions. It is expected to grow in demand soon, so it is necessary to detect those patients who may benefit from these programs using a personalised objective criterion at the correct time. Our goal was to develop a responsive and minimalist web application embedding a 1-year mortality explainable predictive model to assess palliative care at bedside consultation. A 1-year mortality predictive model has been trained. We ranked the input variables and evaluated models with an increasing number of variables. We selected the model with the seven …
Palliative Care Needs and Integration of Palliative Care Support in COPD
2021
Background The provision of palliative care for severe COPD remains low, resulting in unmet needs in patients and carers. Research Questions What are the palliative care needs of patients living with severe COPD and their caregivers? What views of accessing and providing palliative care and factors influence these experiences. To what extent have palliative care and COPD services been integrated? Study Design and Methods A multicentre qualitative study was undertaken in COPD services and specialist palliative care in the United Kingdom involving patients with severe COPD, their carers, and health professionals. Data were collected using semistructured interviews and were analyzed using fram…