A captivating visualization by Financial Times that provides an in-depth understanding of how transformers work in the realm of Generative AI. It offers insights into the mechanics and intricacies of transformer architectures, showcasing the beauty of today's Large Language Models (LLMs).
Europeiska unionen kan snart förnya godkännandet för glyfosat, den mest använda herbiciden i världen, för ytterligare tio år. "À l'air libre" tar en titt på hur farligt det är, med Xavier Coumoul, toxikolog vid Paris-Cités universitet.
Oil and gas companies are following the science – indeed, they are using the most advanced science available, and they are using it to extract even more fossil fuel.
[And extreme violence!]
The NHS.uk website averaged over 2,000 visitors per minute in 2022 and, while websites are hardly considered cutting edge, this technology is important to help make trusted and reliable health and care knowledge easily accessible to patients and the public. Web-based information, alongside access to medical records and personalised care initiatives, means people are potentially more informed to make decisions and be actively involved in their own care.
This article evaluates the performance of chat generative pre-trained transformer (ChatGPT) in key domains of clinical pharmacy practice, including prescription review, patient medication education, adverse drug reaction (ADR) recognition, ADR causality assessment, and drug counselling. To read the full article, choose Open Athens “Institutional Login” and search for “Midlands Partnership”.
Technology has already made health information more accessible, but now it can potentially go further to help those with low health literacy. The latest development in AI is a classification of tools called large language models (for example Chat GPT). These tools have the potential to make health and care information more personalised, understandable and actionable This supports patients to have greater understanding of their health conditions, have greater control over their health and care and be more confident and informed to take the steps they choose to in order to take care of themselves.
Even across such a broad group there was good agreement about both the challenges facing adult social care and the type of social care system people wanted to see.
There were also many examples of technology being effectively used to improve quality and ensure better choice and control, as well as generating efficiencies. These examples gave a glimpse of the potential for technology to benefit those that draw on services, carers, staff and organisations.
The main telemedicine research fields over the past 52 years are identified, the meanings of analyses results are discussed, and emerging trends are highlighted.
To read the full article, choose Open Athens “Institutional Login” and search for “Midlands Partnership”.
For health and social care to benefit from digital technologies there needs to be a vibrant ecosystem with innovations that are problem-led and rapid to implement, while using the best evidence-based technology. The evolution of the ecosystem is far from this ideal and risks being shaped by dysfunction.
The design, development, implementation and use of digital technologies in health and care can be considered to be an ecosystem made up of provider organisations, staff, patients, carers, innovators, regulators, researchers, charities and suppliers. It’s a complex ecosystem with many interacting parts, each one with different incentives and aspirations that can make them pull in slightly different directions. If the ecosystem is healthy, it should create a number of benefits for all parts of the system.
The review showed that robust evidence for the effectiveness of iCBT as an add-on to TAU is still limited, with results not necessarily generalisable to people from different backgrounds based on age, gender, education, and mental healthcare settings. Clearly more research is needed, as remotely delivered, self-guided iCBT has the promise to increase accessibility and be more cost-effective.
VR may be an effective environment for psychosis patients with agoraphobia. Although patients are aware that VR environments are not real, they very closely match real-world experiences and allow for greater engagement with treatment (Lambe et al., 2020). Psychosis patients are more likely to enter situations within VR that they would otherwise find incredibly distressing in the real world and this allows a safe space for experimentation (Lambe et al., 2020).
This study examined how health and social care professionals and managers perceive the effects of digitalisation on the work of professionals.
Open Access Article
This study examined how health and social care professionals and managers perceive the effects of digitalisation on the work of professionals.
Open Access Article
Virtual wards are increasingly being used by the NHS to provide care to patients where they live, whether in a care setting or at home. The NHS has been set a target of 40–50 virtual wards per 100,000 people and, more immediately, to scale up capacity ahead of next winter, to above 10,000 beds by this autumn. This report sets out the critical factors needed to enable the NHS to succeed in achieving these targets and to make virtual wards a sustainable model in the longer term, where patient demand and satisfaction are met, as well as better productivity.
Although search engines sometimes highlight specific search results relevant to health, many resources remain underpromoted.5 AI assistants may have a greater responsibility to provide actionable information, given their single-response design. Partnerships between public health agencies and AI companies must be established to promote public health resources with demonstrated effectiveness. For instance, public health agencies could disseminate a database of recommended resources, especially since AI companies potentially lack subject matter expertise to make these recommendations, and these resources could be incorporated into fine-tuning responses to public health questions. New regulations, such as limiting liability for AI companies who implement these recommendations, since they may not be protected by 47 US Code § 230, could encourage adoption of government recommended resources by AI companies.
Implications for practice and research
Digital mental health interventions may be useful to complement in-person mental health services, with sufficient supports for meaningful use.
User-centred design research with adults with intellectual disabilities and supporters is needed at all phases of digital mental health intervention development and evaluation.
To read the full article, choose Open Athens “Institutional Login” and search for “Midlands Partnership”.
Digital technologies can change how health and care organisations are structured and how they work. They can have an impact on who leaders or staff can reach and hear from: staff can be engaged over longer periods of time and across wider groups of colleagues, and leaders can quantify perceptions of services and reduce their dependency on anecdotal information.
Devices and internet connectivity are essential for effective digital services but so are good design, co-development and trust. The use and beneficial impact of digital technologies and data is much more likely if technology is useable and trusted, while also meeting the needs and expectations of staff and patients.
Telepsychiatry has the potential to facilitate access to mental health services for young people with first-episode of psychosis (FEP); however, limited attention has been given regarding the perceptions of mental health providers in this regard.