The digital revolution is ushering in a new era of #predictiveanalytics, offering better clinical outcomes by applying #machinelearning to troves of historical data and enabling medical professionals to make evidence-based decisions.
https://health.economictimes.indiatimes.com/news/health-it/predictive-analytics-what-the-future-holds-for-healthcare/92587824

Health care’s quest for an enterprisewide AI strategy http://bit.ly/3bP8LM5/ via @Deloitte #explainableAI #ai #artificialintalligence #healthcare @TektologyHealth

"Working closely with a strong case management team ensures optimised cost prevention"
http://www.itij.com/latest/long-read/data-analytics-and-healthcare-cost-management-match-made-heaven/
#DataAnalytics #PredictiveAnalytics #healthcare

If the pandemic has taught us anything about the use of digital technologies and #artificialintelligence, it’s that such technologies can both be a powerful cure and a potentially harmful curse. https://www.techrepublic.com/article/health-data-case-regulation/ #healthdata

“The use of #syntheticdata in health and care would potentially allow synthetic clinical data to be seen and analyzed not only by the third sector or interested parties, but by the general public allowing true democratization of clinical data”
http://www.linkedin.com/pulse/synthetic-data-key-unlocking-access-healthcare-sustainableino

How are you applying #predictiveanalytics within your #healthcare system? https://www.techtarget.com/searchbusinessanalytics/tip/Predictive-analytics-in-healthcare-12-valuable-use-cases

"Embracing artificial intelligence (AI) throughout the pricing value chain means conquering the ability to recalibrate models in any selectable frequency and transforming the pricing team operating model." http://www.mckinsey.com/industries/financial-services/our-insights/insurance/women-in-insurance-leading-voices-on-trends-affecting-insurers/explainable-ai-and-the-influence-on-pricing-with-elena-pizzocaro

Pseudonymisation - yes, it's a word. #syntheticdata #healthdata #digitaltwins #pseudonymisation https://joint-research-centre.ec.europa.eu/jrc-news/new-pseudonymisation-tool-will-foster-research-and-better-management-health-data-2022-05-20_en @TektologyHealth @EU_ScienceHub

The role of conversational #AI in #healthcare and #pharma industry https://ethealthworld.com/s/50xf5ws via @ETHealthWorld #chatbots @TektologyHealth @LutoResearch

Fascinating article from @FortuneMagazine - Could A.I. prevent another U.S school shooting?
http://fortune.com/2022/05/31/ai-prevent-uvalde-mass-school-shooting/ #explainableAI #Uvalde #AI #ArtificialInteligence

The fight against COVID-19 has relied heavily on #bigdata and #healthdata analytics. The analysis of that health data has given researchers a better knowledge of how to respond to and treat patients. https://www.healthcaretechoutlook.com/news/how-implementation-of-data-analytics-is-helpful-in-health-care--nid-3041.html/ #DataAnalytics

How can #digitaltwins revolutionise #healthcare? https://medicalfuturist.com/digital-twin-and-the-promise-of-personalized-medicine/

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