CHAI Analytics is now Sustainable Innovations
The CHAI Analytics brand is about the intrinsic qualities of our organisation, not just the colours of our logo. We still believe in the philosophy of open data, enabling crowdsourcing…
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How a population #dataset and predictive risk analytics underpinned Wirral’s social media health campaign http://www.digitalhealth.net/2022/11/how-a-population-data-set-and-predictive-risk-analytics-underpinned-wirrals-social-media-health-campaign #PredictiveAnalytics
How do we use the data we’re collecting in a way that makes sense to us? And what exactly is that data?https://www.openaccessgovernment.org/using-big-data-predict-demand-local-services/148342 #bigdata #PredictiveAnalytics #publicservices
According to the Refiniv Survey, 66% of respondents said that poor #DataQuality affects their ability to deploy #MachineLearning and #ArtificialIntelligence technologies.❗🖥️
#Data #DataScience #AI AINews #DataScientist #Coding
http://ow.ly/g3LY50LL905
Fascinating read from @bmj_latest on how data is desperately needed on sexual harassment and abuse in the health sector. Without data, our response will not be appropriately informed or targeted. #DataSavesLives Read it HERE: https://bit.ly/3f9Yf3D
Should the World Health Organization intervene on social networks and other organic platforms that are providing health information? And, if so, how? https://healthpolicy-watch.news/what-role-should-the-who-play-in-regulating-digital-health-access-and-information/ #digitalhealth #healthapps #healthinformation
What is a Smart Hospital? https://blogs.nvidia.com/blog/2022/11/22/what-is-a-smart-hospital/ @SustainableIno @TektologyHealth
While Twitter is a company with an evident need for ethical, accountable machine learning, any type of data-driven company could experience inadvertent consequences if they don't thoughtfully implement machine learning. #ethicalAI #Twitter https://www.inc.com/ben-sherry/elon-musk-twitter-firings-ethical-ai-artificial-intelligence.html
Diseases have no borders, so why should EU patients? @euronewsnext asks the big questions about sharing #HealthData internationally. More HERE: https://bit.ly/3C1DGiU #DataSavesLives
5 ways to use predictive insights to get the most from your data
https://bit.ly/3Wve6uV
#PredictiveAnalytics #ArtificialIntelligence
Workflow in the Ford hospital: https://a.co/d4oneG3
“As the new frontier in healthcare, predictive analytics takes data around unique groupings of patients to identify their health needs." https://www.healthcareitnews.com/news/fast-tracking-digital-transformation #healthdata #predictiveanalytics
Join @tomazgornik, @ukpenguin and @jpieraj this afternoon at 14.45 CET as they discuss the potential of OpenEHR to support #healthcare data assets in areas such as new models of care, the future hospital and improved outcomes. http://ehin.no/2022/sessions/x-box-5/ #openehr
🗣️Share your thoughts to help shape the #AIStandardsHHub's priorities. Its evolution will be a community-driven process. We've set up an online #forum dedicated to discussions that will help shape the Hub’s priorities going forward. Join the conversation!
https://tinyurl.com/5yc2dzuy
The public sector needs to do more to protect itself from #CyberSecurity attacks https://www.openaccessgovernment.org/public-and-private-sector-cooperation-is-vital-in-controlling-cybersecurity-threats/146808/ #NHS
"#Data is incredibly powerful when it comes to helping us make decisions about changes to care pathways or the allocation of resources and it really is true that PCNs hold the Crown Jewels of NHS data." https://www.pulsetoday.co.uk/pulse-pcn/how-to-look-at-data/ #healthdata #pcn #nhs @openEHR
“Al will not replace doctors but instead will augment them, enabling physicians to practice better medicine with greater accuracy and increased efficiency.” https://www.datasciencecentral.com/challenges-to-successful-ai-implementation-in-healthcare/ #medicalimaging #radiology #ai @AIinHealthcare
Figures released by @TheAACE in September show some of the worst patient handover data the NHS has ever reported. How can we improve this #patientflow? https://www.nhsconfed.org/articles/ambulance-handovers-and-discharge-promise
Leveraging #predictiveanalytics by using #AI for early detection can be a powerful tool for targeted public health interventions, especially in the context of limited healthcare capacity outside of urban centres - https://www.weforum.org/agenda/2022/10/ai-in-healthcare-india-trillion-dollar/ @AIHealth1 @AIinHealthcare @aiinhealth
What are the barriers preventing widespread use of data and data science across the NHS in England?
Limited linking of patient data continues to be a key issue. Our long read outlines some possible approaches to address the current challenges.
https://www.health.org.uk/publications/long-reads/how-better-use-of-data-can-help-address-key-challenges-facing-the-nhs?utm_source=twitter&utm_medium=organic_social&utm_campaign=data2022
💉 Life sciences companies are under increasing pressure to drive operational cost savings.
💰 Opportunities exist to more effectively utilize trade data to drive cost savings and more effective supply chains.
Learn more in Rick Fonte's latest blog. http://spr.ly/6011Mo4Tb
Really excited to be speaking at #HIMSS22ME talking about the key use cases for AI in healthcare
Thank you for the invitation to speak @welshlisa !
So yes thats a Saudi Jeddah/Riyadh tag team - Can Not Wait 😁😇
Businesses increasingly rely on #artificialintelligence systems to make decisions. But how do these models derive their conclusions? What data do they use? And can we trust the results? https://mck.co/3SqyNp4 via @McKinsey #explainableAI
All the latest #digitalhealth news from @digitalhealth2 -
https://www.digitalhealth.net/2022/10/digital-healths-monthly-roundup-of-contracts-and-go-lives-20/ @BupaUK @babylonhealth @InterSystemsUKI
We're so proud to be listed as one of the 'ones to watch' in this year's Digital Playbook from @tradegovuk, a select group of companies which represent the very best in UK healthcare. Ad astra! https://eu.eventscloud.com/ehome/200208923/first-100-digital/
.@seattlechildren's Hospital has cloned itself; a digital twin leverages #predictiveanalytics in #healthcare to test new processes to streamline hospital operations and save resources. https://revcycleintelligence.com/features/predictive-analytics-streamline-hospital-operations-at-seattle-childrens/
“Health data is the new oil. [It] is the fuel that powers dynamic innovations that lead to health management and simplify the navigation of the healthcare journey.” READ the @Forbes article on how #HealthData is driving a business revolution here: https://bit.ly/3PJNO4a
In healthcare, AI is changing the patient experience, how clinicians practice medicine, and how the pharmaceutical industry operates. #predictiveanalytics #ArtificialIntelligence #pharma @AIinHealthcare @AIHealth1 https://ehealth.eletsonline.com/2022/10/artificial-intelligence-redefining-the-healthcare-model/
Future health systems must "shift towards a more outcome-focused, equitable health system to ensure every person everywhere has access to care to realise their full health potential." http://healthcareitnews.com/news/asia/personalising-care-through-digitally-enabled-care-models/ #HIMSS #healthdata #DataAnalytics #predictiveanalytics
@TektologyHealth
This week Luke Smith looks at how telehealth has developed in recent years and what you can do to help protect your medical and health information
#cybersecurity #security #telehealth #dataprotection #medicaldata #health #medical
https://cybersecurity-magazine.com/cybersecurity-in-telehealth-protecting-your-information-as-a-patient/
'Integrating the Healthcare Enterprise' is among the initiatives helping health sector to better connect with the market. https://www.euronews.com/next/2022/09/29/how-is-the-eu-healthcare-sector-preparing-for-the-digital-revolution #healthdata #healthcare #digitalhealth
Digital twins: personalised pharmaceuticals, preventative medicine, and the future of healthcare. https://www.healthtechdigital.com/digital-twins-personalised-pharmaceuticals-preventative-medicine-and-the-future-of-healthcare/ #Digitalhealth #Healthtech #NHS #NHSX #TECHNOLOGY
1. How can #healthcare leaders contribute to building a sustainable health ecosystem?
2. How can #healthtech enable more valuable health programs?
3. While working to build evidence for the effectiveness of technology, what are the safe bets?
http://www.forbes.com/sites/forbescommunicationscouncil/2022/09/27/building-the-ideal-health-technology-ecosystem/?sh=7497dfaba052
Analytics play a critical role in #digitaltransformation. Here's how to start. via @businessinsider #tech #AI #machinelearning #predictiveanalytics https://www.businessinsider.com/sc/how-businesses-can-start-using-ai-to-help-customers-2020-10?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
“Initially, national health information systems struggled to provide accurate, timely data for COVID-19 dashboards. We were flying the plane as we were building it.” https://www.who.int/europe/news/item/20-09-2022-simplicity--transparency-and-trust---essential-in-health-data-reporting #healthdata @SustainableIno
#EHR usability needs improvement to move towards new, standardised EHR data elements to document and assess care communication and coordination. https://ehrintelligence.com/news/improved-ehr-usability-needed-to-support-care-coordination-communication @NewCourse_QI @TektologyHealth
Is managed care better able to address #SDOH and health disparities? We explore the 7 benefits of #ManagedCare & how leveraging #PredictiveAnalytics and #AI can support health equity. https://bit.ly/3xCox4T
“The analytics technology landscape has become extraordinarily heterogeneous. We are dealing with a problem of choice, and there are so many choices." https://healthitanalytics.com/news/how-high-performing-teams-advance-healthcare-analytics-capabilities #healthdata #dataanalytics
The amount of digital health information is rapidly growing. It can and should be used to improve the quality of #healthcare. But just having a lot of data isn't enough... https://hbr.org/2022/09/how-to-use-digital-health-data-to-improve-outcomes #healthdata #dataquality
How digital transformation is driving action in healthcare - via @wef - https://www.weforum.org/agenda/2022/09/health-information-system-digital-transformation-healthcare/ #healthcare #healthdata #dataquality
Some excellent guidance has been published about use of #ai algorithms from @NHSEngland. Worth a read!
https://transform.england.nhs.uk/information-governance/guidance/artificial-intelligence/
📺 #HIMSSTV at #HIMSS22
@medicompdoc weighs in on how presenting relevant patient data per condition to clinicians can help improve patient care.
#Interoperability #HealthData
We’ve already seen how the metaverse will change our workplaces, our social lives, and how we do business. But what will it do for healthcare? https://www.htworld.co.uk/news/ready-patient-one-the-healthcare-metaverse-is-coming/ #Metaverse #healthcare
AI to the rescue: how radiology can get a grip on patient data https://www.healthcareitnews.com/news/emea/ai-rescue-how-radiology-can-get-grip-patient-data via @HealthITNews
Among the Goldacre Review’s observations is the “unfathomable depth and potential” of the data the NHS has access to. But this comes with the challenge of managing it to ensure it is useable, stored safely, and properly communicated... https://www.digit.fyi/leader-insights-unlocking-the-uks-healthcare-data-potential/ #healthdata #data
Harnessing Real World Data is vital to improve health care in the 21st century. Our new paper outlines challenges and recommendations for high quality research using #digital health records.
@ImperialBRC @ARC_NWL @FaisalLab @Imperial_iCARE
https://www.frontiersin.org/articles/10.3389/fdgth.2022.940330/full?&utm_source=Email_to_authors_&utm_medium=Email&utm_content=T1_11.5e1_author&utm_campaign=Email_publication&field=&journalName=Frontiers_in_Digital_Health&id=940330
The use of #AI is revolutionising the delivery of #healthcare, but its use comes with significant ethical challenges that cannot be ignored, the most important of which involve #bias and informed consent. https://www.healthcareittoday.com/2022/08/09/how-to-mitigate-ethical-challenges-of-ai-driven-healthcare/ @SustainableIno #ethicalAI
"This helps busy doctors and nurses prioritise which patients to check on first without removing their ability to make their own decisions." #machinelearning #QI #AI #sepsis @SustainableIno https://www.scientificamerican.com/article/algorithm-that-detects-sepsis-cut-deaths-by-nearly-20-percent/
Calling all #health advocates and #Patient groups, could you help us to spread the word about the importance of #HealthData sharing? Check out our FREE toolkit to find out more: https://bit.ly/3xxe7Cz #DataSavesLives
12 Real-World Applications of #MachineLearning in Healthcare: http://bit.ly/3gtX4Yb
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#abdsc #BigData #DataScience #AI #DeepLearning #Health #ClinicalAnalytics #PredictiveAnalytics #ComputerVision #Personalization #PrecisionMedicine
#Digitaltransformation is not only going to revolutionise the market model, but also the mindset and approach of patients and #healthcare professionals alike
https://health.economictimes.indiatimes.com/news/health-it/how-digitalization-is-transforming-the-world-of-healthcare/92814798 @TektologyHealth
Great #infographic by @ingliguori via @ascentt
#AI Applications in various fields!
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#MachineLearning #DeepLearning #BigData #DataScience #ComputerVision #NLProc #RPA #Automation #PredictiveAnalytics #PrescriptiveAnalytics #IoT #IIoT #IoTCL #IoTPL #Edge #EdgeAI #EdgeComputing
.@NHSDigital is to run a series of trials which will explore how wireless technologies can support the delivery of better health and care.
Full story 👉 http://ow.ly/iM5S50JZQ6V
#interoperability is a major priority for Australia's #healthcare sector, ensuring a continuum of care through accessibility, timeliness of information, and quality data. Is this the solution? https://www.healthcareitnews.com/news/anz/sydney-project-fixes-interoperability-woes-connecting-70-care-sites-cloud @tekv_aus @SustainableIno @SWSPHN @AlteraHealth @AlteraDH_UK
The evolution of no-code AI
#LowCode #NoCode #ArtificialIntelligence #NLP #MachineLearning #AI #ML #NLU #PredictiveAnalytics
https://technative.io/the-evolution-of-no-code-ai/
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
Want to help digitally transform health and care? We are crowdsourcing existing case studies on #interoperability, #integration, data architecture, or blockers in patient pathways that involve several care settings. Please email them to frontline.digitisation@nhs.net
Let’s make AI boring
#AI #ML #MachineLearning #EnterpriseAI #PredictiveAnalytics #BigData #IoT #DigitalTransformation
https://technative.io/lets-make-ai-boring/
Hear from Kira Levy, Head of Healthcare UK, Amazon Web Services at our Healthcare Cloud Knowledge Sharing Events on the 13th & 14th July @ 2:30pm 💻
Sign up here: https://bit.ly/3ymxUoL
@GeraldineMcAlo2 @miker488 @PaulHDedalus @joshmidsy @wilsmart @ukpenguin
#event
Deep learning is hitting a wall
We need more “intelligent” #AI that can deal with new and outlier situations and this cannot come simply from more #data and #deeplearning alone
Read the full article here: http://ow.ly/5kYw50JHYWp
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
Top 15 Most Common Data Quality Issues (And How to Fix Them) by @hanzalaqureshi_ https://buff.ly/3ykye8T
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
“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
Julia Lake, Associate Director of Digital (Data) @LeedsHospitals, shares their project vision and how data platforms can deliver service-changing benefits. Watch the #dataplatforms webinar now:
https://www.youtube.com/watch?v=aqBWPwCyt1c
How are you applying #predictiveanalytics within your #healthcare system? https://www.techtarget.com/searchbusinessanalytics/tip/Predictive-analytics-in-healthcare-12-valuable-use-cases
Today is #redforresearch day. We're wearing red to show our support and appreciation for all those participating, undertaking and supporting #COVID19 research. Thank you. @NHSRDForum
How are you applying #predictiveanalytics within your #healthcare system? https://www.techtarget.com/searchbusinessanalytics/tip/Predictive-analytics-in-healthcare-12-valuable-use-cases
The current #DigitalHealth trends are gradually ushering us into a new age of #healthcare. Expect the future to include #telehealth, data sharing, #AI, AR and VR, blockchain and bioprinting. Which of these innovations will be the biggest game changer? https://tinyurl.com/22fe2s4t
"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
COVID-19 trajectories among 57 million adults in England: a study using electronic health records https://www.thelancet.com/journals/landig/article/PIIS2589-7500(22)00091-7/fulltext via @TheLancet #EHR #EPR @SustainableIno
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 evolution of no-code AI
#LowCode #NoCode #ArtificialIntelligence #NLP #MachineLearning #AI #ML #NLU #PredictiveAnalytics
https://technative.io/the-evolution-of-no-code-ai/
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
To fully leverage #machinelearning tools, the #healthcare industry will need to improve the quality of #clinicaldata registries. https://healthitanalytics.com/news/machine-learning-limited-when-applied-to-clinical-data-registries #healthdata #dataquality
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
#MachineLearning & Applications in One Picture: http://bit.ly/33PgaVe
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#abdsc #BigData #DataScience #AI #NeuralNetworks #RecSys #PredictiveAnalytics #AnomalyDetection #Optimization #ReinforcementLearning #IoT #IoTPL #IIoT #IoTCommunity #EdgeComputing #StreamAnalytics
Care coordination, advance care planning, and even dental HIE are critical use cases for how #healthdata #interoperability can support #patientcentered care delivery. https://ehrintelligence.com/features/3-use-cases-for-health-data-interoperability-in-patient-centered-care #clinicaloutcomes #healthcare @INTEROPenAPI @SustainableIno
How can #digitaltwins revolutionise #healthcare? https://medicalfuturist.com/digital-twin-and-the-promise-of-personalized-medicine/
The Health Foundation is motivated by a desire to see data-driven tools harnessed in ways that highlight and address health inequalities.
This blog is their output from discussions with experts from the #NHS, academia & third sector: https://bit.ly/38PKsw9
#DigitalHealthcare
Ensuring that #patientpathways are digitally enabled and person centred is critical to tackling the elective backlog https://www.hsj.co.uk/technology-and-innovation/a-person-centred-digital-first-approach-to-recovery/7032494.article #patientcentricity #clinicaloutcomes #patientegagement #QITwitter #qualityimprovement @TektologyHealth @SustainableIno @LutoResearch
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
Respiratory diseases are a significant health burden but #HealthData helps us understand the scale of the problem. @mvuyo_makhasi et al. highlight the power of community-based surveillance as shown in Africa, via @ConversationUK: https://bit.ly/3wb7h72 #DataSavesLives
Actual representation of how digital health solutions stitch together point solutions like scheduling tool, medication delivery tool, EMR... together
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
Former FBI Specialist & Cybersecurity Expert @eoneill discusses #cybersecurity and #dataprivacy in #healthcare, and shares data privacy and security tips healthcare leaders need to know in this Healthcare Transformers article.
https://www.medigy.com/news/2022/05/18/healthcaretransformers-cybersecurity-in-healthcare-fbi-security-secrets-revealed/
#cybersecurity #innovation
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
The evolution of no-code AI
#LowCode #NoCode #ArtificialIntelligence #NLP #MachineLearning #AI #ML #NLU #PredictiveAnalytics
https://technative.io/the-evolution-of-no-code-ai/
Data is big business in health care!
👉Learn about the different business models in my latest blog post...
Thanks to @_btlee_ @krishmaypole @healthbjk and Joe Mercado for their edits...
https://www.healthtechstack.io/p/four-data-business-archetypes-in?r=p2nok&s=w&utm_campaign=post&utm_medium=web
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
Cyberattacks on healthcare systems worldwide have set record highs for a third consecutive year, highlighting the need for stronger #DataSecurity for #healthdata and #patientdata https://www.geektime.com/the-necessity-of-healthcare-iot-security-in-an-interconnected-world #CyberAttack #CyberSecurity #iot #blockchain @SustainableIno
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
