Cookie Consent by Free Privacy Policy Generator ๐Ÿ“Œ Healthcare AI in a year: 3 trends to watch

๐Ÿ  Team IT Security News

TSecurity.de ist eine Online-Plattform, die sich auf die Bereitstellung von Informationen,alle 15 Minuten neuste Nachrichten, Bildungsressourcen und Dienstleistungen rund um das Thema IT-Sicherheit spezialisiert hat.
Ob es sich um aktuelle Nachrichten, Fachartikel, Blogbeitrรคge, Webinare, Tutorials, oder Tipps & Tricks handelt, TSecurity.de bietet seinen Nutzern einen umfassenden รœberblick รผber die wichtigsten Aspekte der IT-Sicherheit in einer sich stรคndig verรคndernden digitalen Welt.

16.12.2023 - TIP: Wer den Cookie Consent Banner akzeptiert, kann z.B. von Englisch nach Deutsch รผbersetzen, erst Englisch auswรคhlen dann wieder Deutsch!

Google Android Playstore Download Button fรผr Team IT Security



๐Ÿ“š Healthcare AI in a year: 3 trends to watch


๐Ÿ’ก Newskategorie: IT Security Nachrichten
๐Ÿ”— Quelle: cio.com

Between the COVID-19 pandemic, a mental health crisis, rising healthcare costs, and aging populations, industry leaders are rushing to develop healthcare-specific artificial intelligence (AI) applications. One signal comes from the venture capital market: over 40 startups have raised significant fundingโ€”$20M or more โ€”to build AI solutions for the industry. But how is AI actually being put to use in healthcare?ย 

The โ€œ2022 AI in Healthcare Surveyโ€ queried more than 300 respondents from across the globe to better understand the challenges, triumphs, and use cases defining healthcare AI. In its second year, the results did not change significantly, but they do point to some interesting trends foreshadowing how the pendulum will swing in years to come. While parts of this evolution are positive (the democratization of AI), other aspects come with less excitement (a much larger attack surface). Here are the three trends enterprises need to know.ย 

1. Ease of use and democratization of AI with no-code tools

Gartner estimates by 2025, 70% of new applications developed by enterprises will use no-code or low-code technologies (up from less than 25% in 2020). While low-code has the ability to simplify workloads for programmers, no-code solutions, which require no data science intervention, will have the biggest impact on the enterprise and beyond. Thatโ€™s why itโ€™s exciting to see a clear shift in AI use from technical titles to the domain experts themselves.ย 

For healthcare, this means more than half (61%) of respondents from the AI in Healthcare Survey identified clinicians as their target users, followed by healthcare payers (45%), and health IT companies (38%). This, paired with significant developments and investments in healthcare-specific AI applications and availability of open source technologies, is indicative of wider industry adoption.

This is significant: putting code in the hands of healthcare workers in the way that common office tools, like Excel or Photoshop, will change AI for the better. In addition to making the technology more accessible, it also enables more accurate and reliable results, since a medical professionalโ€”not a software professionalโ€”is now in the driverโ€™s seat. These changes are not happening overnight, but the uptick in domain experts as primary users of AI is a big step forward.ย 

2. Growing sophistication of tools, and the growing utility of text

Additional encouraging findings involved advances in AI tools and a desire for users to drill down on specific models. When asked what technologies they plan to have in place by the end of 2022, technical leaders from the survey cited data integration (46%), BI (44%), NLP (43%), and data annotation (38%). Text is now the most likely data type used in AI applications and the emphasis on Natural Language Processing (NLP) and data annotation indicate an uptick in more sophisticated AI technologies.ย ย 

These tools enable important activities like clinical decision support, drug discovery, and medical policy assessment. After living through two years of the pandemic, itโ€™s clear how crucial progress in these areas is, as we develop new vaccines and uncover how to better support healthcare system needs in the wake of a mass event. And by these examples, itโ€™s also evident that healthcareโ€™s use of AI varies greatly from other industries, requiring a different approach.ย 

As such, it should come as no surprise that technical leaders and respondents from mature organizations both cited the availability of healthcare-specific models and algorithms as the most important requirement for evaluating locally installed software libraries or SaaS solutions. As seen by the venture capital landscape, existing libraries on the market, and the demand from AI users, healthcare-specific models will only grow in coming years.ย 

3. Security & safety concerns grow

With all the AI progress thatโ€™s been made over the past year, itโ€™s also opened up a range of new attack vectors. When asked what types of software respondents are using to build their AI applications, the most popular selections were locally installed commercial software (37%), and open source software (35%). Most notably was a 12% decline in use of cloud services (30%) from last yearโ€™s survey, most likely due to privacy concerns around data sharing.ย 

Additionally, a majority of respondents (53%) chose to rely on their own data to validate models, rather than on third-party or software vendor metrics. Respondents from mature organizations (68%) signaled a clear preference for using in-house evaluation and for tuning their models themselves. Again, with stringent controls and procedures around healthcare data handling, itโ€™s obvious why AI users would want to keep operations in-house when possible.ย 

But regardless of software preferences or how users validate models, escalating security threats to healthcare are likely to have a substantial impact. While other critical infrastructure services face challenges, healthcare breaches have ramifications beyond reputational and financial loss. The loss of data or tampering with hospital devices can be the difference between life and death.ย 

AI is poised for even more significant growth as developers and investors work to get the technology in the hands of everyday users. But as AI becomes more widely available, and as models and tools improve, security, safety, and ethics will take center stage as an important area to keep tabs on. It will be interesting to see how these areas of AI in healthcare evolve this year, and what it means for the future of the industry.ย 

Artificial Intelligence, Healthcare Industry
...



๐Ÿ“Œ Healthcare AI in a year: 3 trends to watch


๐Ÿ“ˆ 30.3 Punkte

๐Ÿ“Œ BJC Healthcare: Another Healthcare Provider Becomes A Malware Victim


๐Ÿ“ˆ 20.59 Punkte

๐Ÿ“Œ Bitglass 2019 Healthcare Breach Report: Hacking And IT Incidents Account For Nearly Half Of All Healthcare Data Breaches


๐Ÿ“ˆ 20.59 Punkte

๐Ÿ“Œ CISO Conversations: UW Medicine and Sentara Healthcare CISOs Talk Healthcare Security


๐Ÿ“ˆ 20.59 Punkte

๐Ÿ“Œ SoftServe receives AWS Healthcare Competency status for its innovative healthcare solutions


๐Ÿ“ˆ 20.59 Punkte

๐Ÿ“Œ Pentesting in the Healthcare Industry: An Approach to Enhance Healthcare Cybersecurity


๐Ÿ“ˆ 20.59 Punkte

๐Ÿ“Œ Data Breaches and Healthcare: Is India Lacking in Healthcare Data Security?


๐Ÿ“ˆ 20.59 Punkte

๐Ÿ“Œ Partnering with HCA Healthcare to explore Gen AI in healthcare | The Check Up '24 | Google Health


๐Ÿ“ˆ 20.59 Punkte

๐Ÿ“Œ CES 2020: Tech trends to watch out for this year


๐Ÿ“ˆ 20 Punkte

๐Ÿ“Œ Year-Over-Year Smartwatch Sales Jumped By 61% In the US Last Year


๐Ÿ“ˆ 19.59 Punkte

๐Ÿ“Œ Year-Over-Year Smartwatch Sales Jumped By 61% In the US Last Year


๐Ÿ“ˆ 19.59 Punkte

๐Ÿ“Œ SecZetta Enjoys Record 2020: Reports Strongest Quarterly Growth in Companyโ€™s History in Q4, Ends Year With 300% Year-Over-Year Growth


๐Ÿ“ˆ 19.59 Punkte

๐Ÿ“Œ Top Five Digital Transformation Trends In Healthcare


๐Ÿ“ˆ 18.5 Punkte

๐Ÿ“Œ Healthcare IT-Sicherheit Markt 2021 Anteil, GrรถรŸe, Trends, Wachstum, fรผhrende Akteure ...


๐Ÿ“ˆ 18.5 Punkte

๐Ÿ“Œ Healthcare-IT-Sicherheit Market Report 2021-Global Industry Analysis, von Trends, GrรถรŸe, Anteil ...


๐Ÿ“ˆ 18.5 Punkte

๐Ÿ“Œ Healthcare Technology Trends and Digital Innovations in 2022


๐Ÿ“ˆ 18.5 Punkte

๐Ÿ“Œ Safeguarding Healthcare: A Closer Look at the Major Trends in the Health IT Security Market


๐Ÿ“ˆ 18.5 Punkte

๐Ÿ“Œ Healthcare firms saw a rise in ransomware attacks last year


๐Ÿ“ˆ 16.82 Punkte

๐Ÿ“Œ 2 of the Worst Healthcare Data Breaches in US History Happened Last Year


๐Ÿ“ˆ 16.82 Punkte

๐Ÿ“Œ Almost 100 Million People a Year 'Forced To Choose Between Food and Healthcare'


๐Ÿ“ˆ 16.82 Punkte

๐Ÿ“Œ Quarter of Healthcare Organizations Hit by Ransomware in Past Year: Study


๐Ÿ“ˆ 16.82 Punkte

๐Ÿ“Œ Southwest Healthcare System Signs New Three-Year Managed Cybersecurity RPP Contract With CynergisTek Worth Over $600,000


๐Ÿ“ˆ 16.82 Punkte

๐Ÿ“Œ Aktuelle Trends und Probleme der Cybersicherheit Vanson Bourne Umfrage 2017 Aktuelle Trends ...


๐Ÿ“ˆ 16.41 Punkte

๐Ÿ“Œ Import Tech Security Trends in College: Top 5 Trends to Follow


๐Ÿ“ˆ 16.41 Punkte

๐Ÿ“Œ Emerging Trends for Software Security Testing Market 2020-2026 |Trends, Opportunities, Growth ...


๐Ÿ“ˆ 16.41 Punkte

๐Ÿ“Œ IT-Trends von 5G รผber IoT bis Voice: 12 Technologie-Trends fรผr 2021


๐Ÿ“ˆ 16.41 Punkte

๐Ÿ“Œ Mandiant 2023 M-Trends Report Provides Factual Analysis of Emerging Threat Trends


๐Ÿ“ˆ 16.41 Punkte

๐Ÿ“Œ OnePlus Watch vs Apple Watch SE vs Samsung Galaxy Watch Active 2: Specs Comparison


๐Ÿ“ˆ 15.81 Punkte

๐Ÿ“Œ Galaxy Watch 5 und Watch 5 Pro: Samsung kommt der โ€žApple Watch Proโ€œ zuvor


๐Ÿ“ˆ 15.81 Punkte

๐Ÿ“Œ Pixel Watch: Die neuen Ziffernblรคtter sind jetzt verfรผgbar โ€“ Google gibt Pixel Watch 2 Watch Faces frei (Galerie)


๐Ÿ“ˆ 15.81 Punkte

๐Ÿ“Œ 10 Future Healthcare Jobs to Watch


๐Ÿ“ˆ 15.57 Punkte

๐Ÿ“Œ Best Buy's Lively app now available on Apple Watch as part of retailer's healthcare push


๐Ÿ“ˆ 15.57 Punkte

๐Ÿ“Œ Anomali Cyber Watch: Attacks Against Israeli Targets, MacOS Zero-Days, Conti Ransomware Targeting US Healthcare and More


๐Ÿ“ˆ 15.57 Punkte

๐Ÿ“Œ 4 exciting Dutch healthcare technology companies to watch


๐Ÿ“ˆ 15.57 Punkte











matomo