The culture of a healthcare organisation must also shift to accommodate the evolving processes surrounding the management and use of #healthcare data https://healthitanalytics.com/features/how-to-create-a-healthcare-data-culture #datagovernance @TektologyHealth @StanfordChild

Healthcare data analytics encompasses both macro and micro trends in the healthcare field, whether it’s using data to gauge the spread of a disease or aiding a clinician in detecting an anomaly in a cancer scan. https://illinois.touro.edu/news/why-is-healthcare-data-analytics-important.php #DataAnalytics #healthcare

Big data analytics provide enhanced data-related capabilities to healthcare providers, which they can use to support large-scale goals and health outcomes. https://healthitanalytics.com/features/how-big-data-analytics-can-support-preventive-health #dataanalytics #healthcare #healthdata #predictiveanalytics

Researchers have developed a prediction model that can convert coronavirus-related free text information from EMRs into symptom-based data. http://healthitanalytics.com/news/ai-model-uses-free-text-data-to-accurately-classify-covid-19-symptoms/ #ai @AIinHealthcare #predictiveanalytics #healthdata

Supporting patient engagement with digital health care innovations: Lessons from the Care City test bed https://www.nuffieldtrust.org.uk/research/supporting-patient-engagement-with-digital-health-care-innovations-lessons-from-the-care-city-test-bed #digitalhealth @NuffieldTrust

Why is #DataAnalytics in #Healthcare so important? https://www.webpronews.com/data-analytics-in-healthcare/ via @WebProNews

Excellent article on the need for #ethicalAI in #healthcare from @TimGuilliams of @healx https://www.forbes.com/sites/forbestechcouncil/2022/05/05/the-ethical-adoption-of-ai-in-healthcare-requires-a-global-effort-now-more-than-ever

In today's news: "We urgently need better data collection systems. It is a disgrace that people can be born and die - and we have no record of their passing." #healthdata #patientdata https://www.bbc.com/news/health-61327778

A recent study used risk models to discover that vital signs, lab results, and age are factors that correlate with the level of severity associated with a COVID-19 diagnosis. http://healthitanalytics.com/news/risk-models-show-vital-signs-age-linked-to-covid-19-severity/ #pandemic #predictiveanalytics

Hospitals are employing different strategies aimed at breaking down data silos to bring more complete patient data to clinicians’ fingertips and improve care. https://medcitynews.com/2022/05/how-hospitals-are-breaking-down-data-silos-to-improve-patient-care/ #EHR #DataAnalytics #healthdata #Interoperability

This week in AI... https://techcrunch.com/2022/04/24/deep-science-ai-simulates-economies-and-predicts-which-startups-receive-funding
#Deeplearning #AI #markets #economies #PredictiveAnalytics #DeepScience #DataScience #MachineLearning #Startup #Funding

The digital transformation has seen #healthdata extensively stored, shared, accessed, analyzed, and used in digital platforms, including wearable devices, smartphone apps, medical devices, and AI-driven models.... http://www.corporatewellnessmagazine.com/article/big-data-and-the-future-of-health-analytics/ #healthdata #healthanalytics

It doesn't have to be confusing though, does it? #AI #ArtificialIntelligence #healthcare #healthdata https://thestack.technology/healthcare-ai-very-confusing/ via @stackpublishing

“Over the past 20 years, there has been an increase in #simulation modeling applied in the health care industry to improve and optimize the various processes such as medical staff scheduling, resource allocation, patient admission…”  - @kartikeyarana10 http://medium.datadriveninvestor.com/how-discrete-event-simulation-is-used-in-health-care-and-during-covid-19-ecbe04703c81/

Our mission hasn’t changed… but the world has.

And that’s why we’re rebranding. That’s why we’re innovating.

That’s why we’re Sustainable Innovations.

https://sustainableinnovations.io/

#datadriven #datasolutions #artificialintelligence #dataanalytics

The healthcare analytics market is anticipated to experience novel growth in the near future. http://www.biospace.com/article/global-healthcare-analytics-market-is-predicted-to-experience-novel-growth-avenues-in-the-forthcoming-years-2022-2030- #predictiveanalytics #healthdata #DataAnalytics

How do we facilitate access to NHS data by researchers, commissioners, and innovators, while preserving patient privacy? https://www.gov.uk/government/publications/better-broader-safer-using-health-data-for-research-and-analysis/better-broader-safer-using-health-data-for-research-and-analysis #healthdata

CEOs explain how to respond to the biggest challenges in healthcare https://www.weforum.org/agenda/2022/04/ceos-explain-how-to-respond-to-the-biggest-challenges-in-healthcare/ via @wef #predictiveanalytics #healthcare

The @ABPI_UK recently concluded a consultation on its new draft industry governance principles aimed at guiding the #pharma industry when analysing and using #healthdata. https://www.lexology.com/library/detail.aspx?g=523060c4-8052-4251-9607-29605758e037

Today, the most common use of AI in healthcare is hospitals leveraging the technology for patient flow and bed management. http://www.forbes.com/sites/forbestechcouncil/2022/03/10/three-ways-to-leverage-ai-in-healthcare/?sh=778351c25498 #AI #ArtificialIntelligence #patientflow #healthcare #predictiveanalytics

Artificial intelligence and machine learning are already making some intriguing and potentially transformative impacts on the way #healthcare is delivered, from the exam room to the diagnosis to ongoing care management and beyond. https://www.healthcareitnews.com/news/cios-dish-ai-and-automation-strategies-work #ArtificialIntelligence

“To some, the sell-off of Watson might reinforce the idea that healthcare and technology don’t mix.” https://erp.today/ai-in-healthcare-what-now-after-watson #ai #IBM #watson #ArtificialIntelligence #healthcare

Chris Gough, General Manager Health & Life Sciences at @Intel, will be discussing how #virtualcare is transforming patient rooms and #criticalcare environments. https://www.healthcareitnews.com/news/predictive-analytics-machine-learning-and-computer-vision-are-transforming-virtual-care-patient #predictiveanalytics #digitalhealth #machinelearning

Hospitals will be able to predict daily A&E admissions weeks in advance using artificial intelligence software that analyses data including 111 calls and the weather. https://www.thetimes.co.uk/article/a1858e44-ae00-11ec-8570-b43daaf58ea1?shareToken=9a8c5e2f7ae3ea796c2a86e43ad757ec #predictiveanalytics #ArtificialIntelligence

To help demystify the #AI tools used in medicine today, this article breaks down the components of one specific algorithm to show how it works.
https://www.theverge.com/c/22927811/medical-algorithm-explainer-sepsis-risk-watch #aihealthcare #explainableAI #ArtificialIntelligence

In the busy atmosphere of clinical care, #predictiveanalytics offers the opportunity to catch a patient’s symptoms before they begin to decline or worsen https://healthcareexecintelligence.healthitanalytics.com/news/how-to-develop-a-successful-predictive-analytics-tool

Bed occupancy numbers continue to show the NHS ‘running hot’ and close to capacity, with much higher occupancy rates compared to other European countries. #patientflow https://www.nhsconfed.org/articles/what-latest-data-tells-us-about-bed-occupancy #healthdata

The pandemic could have been the moment when AI made good on its promising potential. But... https://hbr.org/2022/03/why-ai-failed-to-live-up-to-its-potential-during-the-pandemic #dataprivacy #healthcaredata #healthdata #AI @AIinHealthcare

Digital twins could transform healthcare with a more integrated approach for capturing data, providing more timely feedback, and enabling more effective interventions. https://venturebeat.com/2022/02/21/10-essential-ingredients-for-digital-twins-in-healthcare/ #digitaltwins #syntheticdata

Equity gaps are not the result of not having enough data, but of human error. What's needed is a change in healthcare culture, from the top down and bottom up. https://www.healthcarefinancenews.com/news/health-inequity-solutions-require-data-analytics-and-awareness-turned-action #healthdata #healthequity

"For me, one of the most interesting applications of machine learning and artificial intelligence is moving data from unstructured to structured." https://www.healthcareitnews.com/news/ai-can-play-key-role-turning-unstructured-data-actionable-insights #ai #artificialintelligence #healthdata #machinelearning

Companies often express the desire to be data-driven – but what if the data isn't right?
Data democratisation could be part of the solution https://www.computerweekly.com/feature/Why-some-data-driven-decisions-are-not-to-be-trusted

#BigData #DataQuality #Data #DataManagement #Analytics #DataGovernance

Today, #artificialintelligence can be brought to bear on unstructured data and remove obstacles in the way of information becoming actionable for clinicians and care managers. #healthdata #ai #healthcare https://healthitanalytics.com/news/how-ai-can-unlock-the-full-potential-of-clinical-administrative-data

"By subscribing to their preferred view of the dashboard, they received data exactly how they wanted it to appear." https://www.healthcareitnews.com/news/data-analytics-and-dashboard-tools-requires-team-effort #patientdata #HIMSS22

While #artificialintelligence has been around for decades, its use in the #healthcare industry remains in its infancy, with plenty of room for increased acceptance and adoption. https://www.forbes.com/sites/forbestechcouncil/2022/03/10/three-ways-to-leverage-ai-in-healthcare/

"There are huge opportunities to learn from this wealth of data."
Health data can save lives, but protecting privacy is critical for public support. @BrunswickGroup https://www.brunswickgroup.com/healthcare-data-i20729/ #healthdata #patientdata #datagovernance #dataprivacy

The UK #biopharma industry has welcomed a new tranche of funding from the government aimed at bolstering manufacturing of medicinal products and developing the national #healthdata infrastructure. https://pharmaphorum.com/news/uk-govt-pledges-260m-to-healthcare-research-manufacturing/

While some have sounded cautionary notes about #AI in the healthcare sector, here are the areas in which AI is making its presence felt: https://www.fastcompany.com/90723569/the-pluses-and-minuses-of-ai-in-healthcare #ArtificialIntelligence @AIinHealthcare

While some have sounded cautionary notes about #AI in the healthcare sector, here are the areas in which AI is making its presence felt: https://www.fastcompany.com/90723569/the-pluses-and-minuses-of-ai-in-healthcare #ArtificialIntelligence @AIinHealthcare

"AI and ML have the potential to use data to predict patients with a high probability of expiring within the next six months, so that physicians can begin conversations with these patients and their families about the possibility of referral to hospice" https://www.healthcareitnews.com/news/explainable-ai-can-improve-hospice-care-reduce-costs

The demand for #ArtificialIntelligence explainability and interpretability is a far wider economic and social issue that necessitates a more comprehensive answer than #XAI can provide. https://www.analyticsinsight.net/forget-explainable-ai-what-we-need-now-is-understandable-ai/ #explainableAI

Hospitals and health systems have improved their use of #predictiveanalytics to fine-tune their clinical, financial and operational improvement strategies. But it's time to revisit and prioritise data... https://www.healthcareitnews.com/news/great-resignation-and-what-it-means-healthcare-data-analytics #healthdata

Medical AI creating automated processes in healthcare could significantly increase efficiency, reduce spending and enhance patient care and health outcomes. http://www.forbes.com/sites/forbestechcouncil/2022/01/25/how-ai-could-predict-medical-conditions-and-revive-the-healthcare-system/?sh=7a74f3fe6c47/ #AI #predictiveanalytics #healthdata #healthcare

Scientists are working towards a new national data-sharing infrastructure that could help Irish researchers access health-related data from a single source to speed up research and improve its quality. https://www.siliconrepublic.com/innovation/ireland-health-data-sharing-ichec-dssl-project #healthdata #qualityimprovement

Over half of Internet of Things devices in hospital settings were found to contain critical #cybersecurity vulnerabilities - https://www.securitymagazine.com/articles/97065-53-of-hospital-iot-devices-have-security-vulnerabilities #iot #hospital #healthcare

How do we solve the ‘disagreement problem’ of explainable AI? https://analyticsindiamag.com/explainable-ais-disagreement-problem/ #explainableAI #ArtificialIntelligence

“By deepening our partnership with WHO/Europe we can ensure data flows more freely and European leaders have fast access to analysis of health threats in their region.” https://www.euro.who.int/en/data-and-evidence/news/news/2022/2/whoeurope-and-ihme-sign-agreement-cementing-collaboration-on-forecasting-of-health-data @WHO #healthdata #datasharing #opendata

With #PredictiveAnalytics, AI can detect traditionally difficult to identify or diagnose conditions, including rare hereditary and neurodegenerative diseases. https://www.forbes.com/sites/forbestechcouncil/2022/01/25/how-ai-could-predict-medical-conditions-and-revive-the-healthcare-system/?sh=5ab6883f6c47
#Analytics #HealthTech #Healthcare #ai @AIMedHQ @AIHealth1

Synthetic data facilitates research into mental health treatments without exposing patients' identity. https://gcn.com/emerging-tech/2022/01/better-mental-health-treatments-synthetic-patient-data/361062/ #syntheticdata #DigitalTwins #healthdata #mentalhealth @DiveplaneAI

Cybersecurity breaches hit an all-time high in 2021, exposing a record amount of patients' protected health information https://www.fiercehealthcare.com/health-tech/healthcare-data-breaches-hit-all-time-high-2021-impacting-45m-people #CyberSecurity #Breach #healthdata #healthinformation

UK warned to bolster defences against #cyberattacks as Russia threatens Ukraine https://www.bbc.co.uk/news/uk-60158874

Humanity is creating growing quantities of data and leaves enormous digital trails of its tastes, needs, consumption, activities, and interests. https://www.brandingmag.com/2022/01/12/advanced-analytics-for-data-driven-decision-making-for-business/ #DataAnalytics

“The community fools itself into thinking we’re developing models that work much better than they actually do. It furthers the AI hype.” https://wired.com/story/health-care-ai-long-way-to-go #ArtificialIntelligence #ai @AIinHealthcare @AIHealth1 #healthcare #healthdata