Technology
The Return of Area-51
Published
2 years agoon
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ROUND ROCK, Texas, Jan. 6, 2025 /PRNewswire/ — Alienware is reintroducing the iconic Area-51 back into the family, reanimated in desktop and laptop forms. Deep lore underpins Area-51, dating back to 1998. While the design, technology and gameplay have evolved significantly from iteration to iteration, one fact has remained the same: Area-51 represents the best that Alienware offers.
Reclaiming its position at the apex of our portfolio, the new Area-51 Desktop and Area-51 Laptops debut an arsenal of cutting-edge features to power the next generation of AAA gameplay. Powered by NVIDIA® Blackwell, GeForce RTX™ 50 Series GPUs multiply performance with NVIDIA DLSS 4, generate images at unprecedented speed, unleash creativity with NVIDIA Studio and support the latest NVIDIA NIM microservices—optimized AI models for language, speech, vision, content generation and more—that let enthusiasts and developers build AI assistants, productivity plug-ins and content creation workflows with peak performance.
[Also announced today is a brand-new flagship Alienware 27 4K QD-OLED display which you can learn more about here]
ALIENWARE AREA-51 DESKTOP
Area-51 Desktop makes a bold entrance to retake the throne as Alienware’s flagship gaming PC. With this edition, we are returning to our roots with a machine that caters to the desires of PC gaming enthusiasts and longtime Alienware fans who have a deep appreciation for technology and a can-do attitude for manually customizing their build to their needs. It is an icon that honors the wishes of all gamers seeking unyielding performance and the ability to make serious upgrades for years to come.
We devoted years to carefully planning and developing this platform, guided each step of the way by learnings gathered from the gaming community. This feedback helped shape the direction of this platform, influencing all aspects from product design to technology implementation to airflow patterns.
As our full-size 80L tower, it stands tall as our marquee platform designed for gamers seeking elite performance and standard components in a scalable design.
Elite Performance: With available headroom for more than 600W of dedicated graphics power and up to 280W of dedicated processing power, Area-51 supports the highest performance components up to an NVIDIA GeForce RTX 5090 GPU and Intel® Core™ Ultra 9 285K CPU, allowing games to run and sustain at their limits.Standard Components: Industry standard components allow the most critical parts to be easily replaced and serviced, including the motherboard, power supply, CPU, GPU, RAM, storage, fans and more.Scalable Design: At 80L, this full-size tower is designed to comfortably support and exceed the size requirements of today’s largest components, prepare for future upgrades, and create the ideal thermal solution.
Positive Pressure Design
With every Alienware product launch, the chief charter for our engineers is to maximize gaming performance while maintaining low temperatures and noise. The thermal architecture and airflow decisions are a critical piece of that puzzle.
We looked at various airflow models to determine the most effective thermal design and then sculpted the overall desktop blueprint around this solution.
After countless tests, we implemented an all-new positive pressure airflow system with three different fan sizes that all point inward toward the chassis to pull in cool air from the environment. Gaskets inside the chassis create a seal to prevent leakage and build positive pressure that expels heated air out the back with a pressurized passive exhaust. That’s right – there are no exhaust fans. This approach reduces air recirculation to maximize overall flowrate.
Here’s how it works… Dual 140mm fans direct cool ambient air upward toward the GPU fans ensuring maximum graphics performance. Larger dual 180mm fans push air laterally toward the GPU, CPU and memory from the front of the chassis. Lastly, dual or triple 120mm fans are included for liquid cooling configurations to pull in additional air from the top. This creates a greater internal air pressure compared to the outside and forces heated air to expel through the rear of the chassis.
By combining these larger fan sizes and advanced liquid cooling configurations, the positive pressure design moves 25% more air through the chassis, helping Area-51 run up to 13% cooler and 45% quieter during graphics intensive tasks[i].
All these advancements translate to real performance improvements to the tune of 50% more processing power[ii], making Area-51 ready to meet the demands of today and anticipate the needs of the future.
Upgradeability, Maintenance and Materials
Upgradeability is an integral part of the Area-51 customer experience. QR codes found inside the chassis guide customers to instructional videos on how to complete updates, repairs and modifications of key components. This includes guides on how to change the RAM, GPU, SSD, power supply and conduct basic maintenance like cleaning filters and fans. The motherboard is also replaceable with the purchase of an optional AlienFX motherboard harness that is required when installing third-party aftermarket motherboards.
Gamers can stop dust in its tracks and keep the system performing at its best for longer with three removable, cleanable filters on the front, top and bottom air intakes. The filters ensure unrestricted airflow and minimize dust accumulating on internal components such as fans.
The spacious full-tower design allows easy access to the inside of the desktop with plenty of room for your hands to maneuver around. A knob on the back of the desktop unlocks the dual side doors so you can easily access the interior components. Once open, gamers will find a spacious interior behind the tempered glass panel along with neatly organized cable routing behind the solid side panel. A handle recess on the back of the machine and the front loop allows for easy lifting – though we recommend grabbing a friend to help.
Top-Shelf Performance Features
At the heart of the experience is the selection of high-performance components. Here’s our quick overview of additional components that complete the Area-51 Desktop experience:
Dual channel RAM configurations up to 64GB DDR5 XMP (2x 32GB) at 6400 MT/s.Up to 8TB of Storage via 4TB NVMe M.2 PCIe Gen4 SSD (boot) + 4TB NVMe M.2 PCIe Gen4 SSD (storage).Armed with either 360mm Liquid Cooling (LC) or 240mm LC, while enabling a DIY upgradeability path to 420mm LC.Powered by a 1500W Platinum Rated ATX12VO Power Supply (PSU) or an 850W Gold Rated ATX12VO PSU.Seven customizable AlienFX lighting zones with over 16.7 million colors and six different lighting effects, all managed in the Alienware Command Center (AWCC).Optional Alienware Elite Care customer support, offering 24/7 customer support, accidental damage coverage, onsite repairs and more. [scroll down to learn more]Built with recycled materials including 85% post-consumer recycled plastic and power supply units with 50% recycled steel and recycled copper[iii].
Pricing and Availability
Availability: First available later in Q1 with select configurations. Additional graphics options and configurations will arrive later including the entry configuration.Launch Configuration Price: ~$4,499 (w/ NVIDIA GeForce RTX 5080 GPU)Entry Configuration Price: Coming Soon
Alienware Area-51 Desktop Press Kit
ALIENWARE AREA-51 LAPTOPS
The mobile cavalry has landed with the introduction of Area-51 laptops. These 18-inch and 16-inch laptops have an acute focus on power, performance and innovative engineering in a new otherworldly design language. Like its desktop counterpart, Area-51 laptops are an expression of maximum performance that cater to gamers seeking the preeminent gaming experience.
Armed to the nines with next-gen high-performance technology and enveloped in our brand-new industrial design, Area-51 symbolizes the next act for Alienware.
Elite Performance: Area-51 unleashes 280W of combined power across an NVIDIA GeForce RTX 50 Series Laptop GPU and an Intel® Core™ Ultra CPU – delivering exceptional performance.Robust Thermals: A new intricate thermal architecture enables Area-51 to move up to 35% more air through the system while being 15% quieter[iv].Sophisticated Design: Area-51 laptop design exudes a mysterious identity that invokes curiosity while elevating comfort and functionality.
New Design Language Inspired by Extraterrestrial Phenomena
The brand-new Area-51 laptops are designed to evoke a sense of mystery and transcendence that is distinctly alien. They represent the next step in our ever-evolving design journey and mark a new era for Alienware. Dubbed AW30, this new design language takes inspiration from extraterrestrial phenomena, including the Aurora Borealis, more commonly referred to as the Northern Lights.
This calls forward a more serene, ethereal and sophisticated experience that can adapt to your surroundings.
New Liquid Teal finish on the anodized aluminum gives the system a dark iridescent sheen that shifts colors when light is absorbed.Translucent thermal shelf located on the rear is illuminated by gradient, AlienFX lighting animations that imitate the unpredictable motions of the Aurora Borealis. In this spirit, lighting is now used on the surfaces as opposed to being a graphic element.New signature Aurora lighting effect serves as a boot up animation interacting with all AlienFX lighting zones and is accompanied by a new startup sound effect.Clear Gorilla Glass window on the underside of the laptop provides a view into the inner-workings of the machine, paying homage to a retro-futuristic design.[v]RGB fans cast an underglow through the clear window and up through the keyboard deck for added ambiance.[vi]Zero Hinge design delivers a cleaner, sleeker exterior that features fluid contours and clean lines.
Unmatched Performance
Area-51 supports the highest total power ceiling in a gaming laptop, pushing the limit by dedicating up to 175W of total graphics power (TGP) and up to a 105W thermal design profile (TDP) toward processors simultaneously. Powered by up to an NVIDIA GeForce RTX 5090 Laptop GPU and up to an Intel® Core™ Ultra 9 275HX CPU, this 280W in total package power (TPP) is the budget sum that you can use to drive your games, creation, hobbies and productivity apps.
Alienware engineers have upgraded our laptop design with a more advanced Cryo-tech™ thermal architecture to unlock newfound levels of performance, cooling and airflow. Managing airflow, fan speed, module design and thermal interface material are core parts of this approach. Compared to previous Alienware laptops, the new Area-51 laptops move up to 37% more air through the system while being 15% quieter[vii].
Today’s world empowers us to multitask at a level only previously imagined in fiction. This requires high-speed memory to store calculations for the processor. To achieve that, Area-51 offers XMP (Extreme Memory Profile) memory at speeds of up to 7200 MT/s scaling higher than ever on an Alienware laptop. So, yes, you can do more, faster.
As the bedrock for all the data from Windows to your games to your most precious archives, Area-51 are the first Alienware laptops to support Gen 5 Solid State Drives (SSDs). This is the latest in storage technology and it delivers the most amount of data throughput per watt. That means the hardware alone gets you performance and efficiency in everything you do. When combined with Microsoft DirectStorage technology, now the GPU can directly access SSDs which makes games run even faster than ever before. Now configurable with up 12TB of Storage.[viii]
Area-51 includes technology advancements chosen to make your everyday life synonymous with high performance even when you’re not gaming, competing, or creating. You can find a detailed view of all the premium features offered by Area-51 in our press kit.
Pricing and Availability
Availability: First available later in Q1 with select configurations. Additional graphics options and configurations will arrive later including the entry configuration.Launch Configuration Price: ~$3,199 (w/ NVIDIA GeForce RTX 5080 GPU)Entry Configuration Price: ~$1,999
Alienware 16 and 18 Area-51 Laptop Press Kit
UPDATES TO THE ALIENWARE AURORA
Complimentary to Area-51 is our Alienware Aurora Desktop, a mid-sized tower for gamers keen on a compact yet high-performance gaming experience. The 2025 edition of Alienware Aurora ushers in a boost in gaming performance provided by the latest NVIDIA GeForce RTX 50 Series GPUs powered by NVIDIA Blackwell and Intel® Core™ Ultra 2 processors.
Pricing and Availability
Availability: First available later in Q1 with select configurations. Additional graphics options and configurations will arrive later including the entry configuration.Launch Configuration Price: Coming SoonEntry Configuration Price: Coming Soon
Alienware Aurora Desktop Press Kit
INTRODUCING ALIENWARE ELITE CARE
Elite Care is an all-new customer support program dedicated for Alienware customers to provide specialized gaming support.
Next Level Gaming Support: Our 24/7 gaming experts provide end-to-end assistance, from installation to optimizing settings for smooth gameplay.Support Essentials: Unlock 24/7 elite support, onsite repairs, international travel support, data back-up & parental control assistance, accidental damage service with no deductible, and for Alienware laptops, extended battery service included.[ix]SupportAssist: Built-in smart technology that predicts and resolves issues, removes viruses and malware and automatically boosts performance and network connectivity.
Alienware Elite Care Press Kit
[i] Based on internal analysis during September 2024 comparing the Alienware Area-51 desktop to the two previous Intel-based Alienware Aurora desktops. All configurations used NVIDIA GeForce RTX 4090 GPU and Intel® Core™ i9K-class processors with liquid cooling. Actual results may vary.
[ii] Based on internal analysis during September 2024 comparing the Alienware Area-51 desktop to the two previous Intel-based Alienware Aurora desktops. All configurations used NVIDIA GeForce RTX 4090 GPU and Intel® Core™ i9K-class processors with liquid cooling. Actual results may vary.
[iii] Percentage is based on plastic weight. Applicable to the front and inner frame, front bezel, rear left and right support trims. Based on internal analysis, November 2024.
[iv] Based on internal analysis on October 2024 comparing Alienware 16 Area-51 and Alienware x16 R2
[v] With NVIDIA GeForce RTX 5070 GPU configurations or better.
[vi] With NVIDIA GeForce RTX 5070 GPU configurations or better.
[vii] Based on internal analysis on October 2024 comparing Alienware 16 Area-51 and Alienware x16 R2
[viii] Available in participating countries.
[ix] Based on internal analysis, April 2024
View original content to download multimedia:https://www.prnewswire.com/news-releases/the-return-of-area-51-302343722.html
SOURCE Dell Technologies
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Harlem Children’s Zone Acquires FinTech Platform, Goalsetter, to Accelerate Universal Economic Mobility
Published
50 minutes agoon
October 22, 2026By
Acquisition combines HCZ’s proven model with Goalsetter’s innovative financial education technology to expand access and impact at scale
NEW YORK, Oct. 22, 2026 /PRNewswire/ — Today, Harlem Children’s Zone (HCZ), one of the nation’s leading anti-poverty organizations, announced the acquisition of Goalsetter, a financial technology platform that delivers best-in-class, engaging, technology-enabled learning experiences for people seeking to enhance their financial know-how, capabilities, and confidence.
The acquisition marks a significant step in HCZ’s Wealth Builds–Universal Economic Mobility (WB-UEM) strategy, a national framework designed to help children and families build long-term economic security through cradle-to-career supports, financial education and experiences, and direct access to capital via a Child Capital Stack of asset boosts.
“We know that economic mobility is a two-generation challenge,” says Harlem Children’s Zone CEO Kwame Owusu-Kesse. “With this acquisition, we are solving for a critical component of Universal Economic Mobility by melding a proven financial education platform and HCZ’s decades of experience providing people with the knowledge and tools to build strong futures for themselves and their families. This is more than an investment in financial education. It is an investment in critical national infrastructure for economic mobility.”
Harlem Children’s Zone has decades of experience driving outcomes at scale, beginning as a one-block pilot, expanding to over 100 blocks in Central Harlem, and now working with over 70 communities across the United States. HCZ seeks to use its learnings, decades of experience driving outcomes at scale, and renowned best practices to provide pathways to economic mobility for all of America’s children and families.
“Goalsetter was built on the belief that everyone should have access to the financial knowledge and tools that can shape their future and livelihood,” said Tanya Van Court, Chief FinTech Officer at Harlem Children’s Zone and Founder of Goalsetter. “Joining Harlem Children’s Zone gives us an extraordinary opportunity to build on that work. Together, we can continue enhancing the platform, expand access for learners of all ages and walks of life, and demonstrate what is possible when mission, innovation, and technology come together to serve the most people.”
Goalsetter creates opportunities to deliver high-quality, developmentally appropriate and culturally relevant financial education with extensive reach, including to low-income and rural communities that have historically had limited access to these resources. Its current offerings include Goalsetter Classroom, which provides standards-aligned financial education curriculum for middle and high school students, and MoneyLingo, a mobile-first financial education experience for college-aged students and adults in the workforce, covering practical topics such as saving, investing, credit, debt, and financial decision-making.
“This acquisition sends an important signal to the field,” said Owusu-Kesse. “Social impact organizations should not have to choose between mission and scale. By bringing a proven technology platform into HCZ, we’re demonstrating how non-profit organizations can be centers of business excellence, using vehicles of innovation, AI, and technology to create efficient and effective pathways to scale and impact. This acquisition strengthens our in-house capacity to build, innovate, and continuously improve outcomes.”
The organization plans to build upon Goalsetter’s existing offerings by exploring financial education products for younger learners and creating opportunities to establish a continuous financial learning journey from early childhood through adulthood.
“This is ultimately about extending opportunity to all,” added Owusu-Kesse. “By connecting financial education, technology, family engagement, and access to assets, we can help create more accessible pathways to economic mobility.”
Services to current Goalsetter clients will be unaffected by this acquisition.
View original content:https://www.prnewswire.com/news-releases/harlem-childrens-zone-acquires-fintech-platform-goalsetter-to-accelerate-universal-economic-mobility-302917320.html
SOURCE Harlem Children’s Zone
Technology
Common Ground in the Battlegrounds? Surveys Reveal Widespread Bipartisan Agreement in 11 Competitive States and 28 Congressional Districts, as Well as Nationally
Published
50 minutes agoon
October 22, 2026By
Bipartisan Majorities Say If Congress Were to Listen to the People More, They Would More Likely Find Common Ground
COLLEGE PARK, Md., Oct. 22, 2026 /PRNewswire/ — The Program for Public Consultation (PPC) conducted extensive surveys in competitive states and congressional districts, as well as nationally, revealing a remarkable level of bipartisan common ground.
Majorities of both Democrats and Republicans agreed on:
106 policies nationally 82 policies in all states and districts surveyed101 policies in at least two-thirds of all the states and districts surveyed
Over 40,000 Americans were surveyed in two waves with representative samples of 600-2,016 in each of the 11 competitive states surveyed, and 400-592 in each of the 28 competitive congressional districts surveyed, and 1,200-2,509 nationwide.
Nearly all policy questions were based on congressional legislation or executive branch proposals.
Fourteen policy topics were covered: Artificial Intelligence, Housing, Healthcare, Low-Income Assistance, Families and Children, Social Security, Immigration, Abortion and Birth Control, Energy and Environment, Federal Taxes, Campaign Finance, Government Reform, Criminal Justice and America’s Role in the World. For every topic, most policies had bipartisan agreement across every battleground surveyed.
The policy questions used in these national and battleground surveys were chosen because they elicited bipartisan support in previous in-depth national surveys conducted by PPC, in which respondents received briefings on the topic and evaluated pro and con arguments for the proposed policy.
Steven Kull, director of PPC, comments, “What is striking here is that these surveys revealed widespread bipartisan agreement on over a dozen key issues that Congress has failed to resolve, from costs of healthcare, to risks of artificial intelligence, to Social Security’s impending insolvency, and many more. Clearly, there is far more common ground among the American people than there is in Congress.”
Americans Think Public Opinion Should Have More Influence
Respondents were also asked about the role of public opinion in policymaking. Across the battlegrounds, on average, respondents estimated that federally elected officials make the same decisions that the majority of Americans would make just 35% of the time.
Large majorities believe polarization in government comes not from the American people but from elected officials, and that more influence for the people would help break the logjam in Congress (Democrats 62 to 88%, Republicans 66 to 89%).
Perhaps most germane, overwhelming majorities of Democrats and Republicans in the battlegrounds believe that if members of Congress were more influenced by the people, they would be more likely to find common ground (Democrats 82 to 97%, Republicans 80 to 95%), and better serve the common good (Democrats 77 to 94%, Republicans 79 to 94%).
Steven Kull adds, “On the basis of this study, it does appear that the public is correct that if the people had more influence, Congress would be more likely to find common ground, and thus function better.”
Americans also say that public opinion should play a substantial role in news reporting about policy. Over two-thirds say news reports on policy matters should include public opinion data most of the time or always when reliable information is available (Democrats 71 to 88%, Republicans 67 to 89%). Similarly, when Congress is about to vote on a law, large numbers say it is very or extremely important for news outlets to report whether a majority of Americans favor or oppose it (Democrats 65 to 84%, Republicans 60 to 85%).
MORE INFORMATION
Battlegrounds Common Ground SheetIndividual State and District Results, Questionnaires and MethodologiesNational Questionnaire with Toplines, Crosstabs and Methodology
About the Surveys
The state and district surveys used for this analysis were fielded July 21 – August 17, 2026, to a total of 19,949 adults, and May 27 – July 1, 2026, to 19,564 adults. They included 600-2016 in each of the 11 states, and 400-592 in each of the 28 congressional districts. Response rates ranged from 7.1 to 9.0%. Confidence intervals range from +/- 2.9 to 8.1%, and maximum weights range from 1.9 to 10.0.
The national surveys were fielded February 11-26, 2026, with 2,509 adults, and March 11-19, 2026, with 1,200 adults. The response rates were 7.6% and 8.3%, respectively. The confidence interval is +/- 2.9% for both surveys, and the maximum weights are 2.5 and 1.9.
The sample was obtained from multiple online opt-in panels, including Cint, Dynata and Prodege. Sample collection and quality control were managed by QuantifyAI under the direction of the Program for Public Consultation. The surveys were offered in both English and Spanish.
The samples were pre-stratified and weighted by age, race, ethnicity, gender, education, household income, marital status, and home ownership to match the general adult population. The national sample was further weighted by Census region. The distribution of partisan affiliation was within expectations, based on voter registration data for non-leaners and/or Cook’s Partisan Voting Index for leaners, or weighted to reflect those benchmarks.
About the Common Ground in the Battlegrounds? Survey Series
This effort aims to identify bipartisan common ground in competitive states and districts across the nation. The project seeks to educate the public, policymakers and candidates about the findings; and provide journalists with independent, nonpartisan research that brings the public into the conversation about public policy.
In addition to PPC, project partners include the Civic Innovation Center at the University of Maryland (CivIC) and Voice of the People (VOP), a national nonpartisan organization seeking to give the public a greater voice in government. None of these entities advocate for policy positions or endorse candidates.
States surveyed: Alaska; Georgia; Iowa; Maine; Michigan; Minnesota; Montana; Nebraska; New Hampshire; North Carolina; Ohio; and Texas.
Congressional Districts surveyed: Arizona’s 1st and 6th; Colorado’s 8th; Iowa’s 1st, 2nd, 3rd and 4th; Maine’s 2nd; Michigan’s 4th, 7th, 8th and 10th; Montana’s 1st; Nebraska’s 2nd; Nevada’s 3rd; New Jersey’s 7th and 9th; New Mexico’s 2nd; New York’s 3rd, 4th, 17th and 19th; Oregon’s 5th; Pennsylvania’s 1st, 7th, 8th and 10th; and Washington’s 3rd.
The survey series excluded several competitive districts because they were in states that had recently been redistricted and thus had no Census data yet to use for demographic benchmarks.
Program for Public Consultation
The Program for Public Consultation (PPC), affiliated with the University of Maryland’s School of Public Policy, seeks to improve democratic governance by consulting the public and bringing the people’s views into the public discourse. It conducts surveys with representative samples on policies proposed by elected officials and shares its findings with government officials, the media, other academics, and the general public.
Civic Innovation Center
The Civic Innovation Center (CivIC) at the University of Maryland’s School of Public Policy works to strengthen the foundations of civic health. It contributes to important debates about civic education, civic engagement, and needed democratic reforms in the state of Maryland and nationwide, in partnership with other BIG 10 universities. It works to build the connective tissue that brings together students, scholars and practitioners to help elevate the UMD community’s contribution to our wider democracy.
Voice of the People
Voice of the People (VOP) is a nonpartisan organization working to re-anchor our democracy in its founding principles by giving ‘We the People’ a greater and more effective voice in government. It champions innovative methods and technology that enable the American people to play a role in the policymaking process and provide policymakers with a more accurate understanding of the views of their constituents.
Contact: Jonathan Casaverde, jonathan.casaverde@wardcirclestrategies.com,(786) 469-9422
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SOURCE Program for Public Consultation
Technology
FDA grants 510(k) clearance for BoneEnhance, the first machine learning layer on RIVANNA’s Accuro XV platform
Published
50 minutes agoon
October 22, 2026By
Anatomy segmentation and three-dimensional skeletal visualization arrive with this clearance; an injury detection module for clinical decision support is in development on the platform roadmap
CHARLOTTESVILLE, Va., Oct. 22, 2026 /PRNewswire/ — RIVANNA®, developer of AI-enabled clinical decision-support solutions, today announced that the U.S. Food and Drug Administration (FDA) has granted 510(k) clearance for BoneEnhance®, a machine learning software module for the Accuro® XV diagnostic ultrasound system. The module segments bone and surrounding tissues and supports visualization of skeletal anatomy in three dimensions during image review.
The clearance moves the platform from acquisition toward interpretation. Accuro XV was cleared in April 2026 for B-mode imaging in musculoskeletal conventional and superficial applications. Its conformable three-dimensional probe automates large field-of-view image acquisition after initial patient positioning. BoneEnhance is the first machine learning software module cleared for the platform.
BoneEnhance identifies bone and surrounding tissues
Each automated acquisition creates a volumetric dataset for review. BoneEnhance identifies bone and surrounding tissues within that volume, then highlights them with color-coded overlays on the two-dimensional B-mode image. The original anatomical data remain unaltered and visible beneath the overlays. A three-dimensional indicator beside the image shows the scan orientation and the location of the displayed slice within the volume.
A platform milestone
The sequence is deliberate: decision support begins at acquisition. Accuro XV acquires the image; BoneEnhance identifies and labels the anatomy within it. Behind the integrated workflow stands a worldwide intellectual-property portfolio of more than 100 issued and pending patents across more than 20 patent families.
“We founded RIVANNA to solve a problem that cuts across care settings: decision-critical information sits outside the point-of-care workflow,” said Will Mauldin, PhD, Co-founder and CEO of RIVANNA. “BoneEnhance is where the stack begins to close that gap for musculoskeletal care: automated volumetric acquisition, now paired with cleared software-assisted review. This clearance is the foundation: the first machine learning layer, anchoring the decision-support capabilities now in development.”
Independently validated within a nationwide eight-site study
BoneEnhance was trained and validated within RIVANNA’s nationwide eight-site clinical study. Three sites contributed the training data; the other five provided the independent test set of 233 volumetric datasets, comprising 69,900 images from 173 subjects. None of the test data were used for training or tuning. Three board-certified radiologists established the reference labels, and per-volume label prediction accuracy, a measure of anatomical labeling, ranged from 95.1% to 100.0%.
Separate from the validation supporting this clearance, the platform’s automated acquisition carries peer-reviewed evidence: in a published study of 205 patients in the Journal of Emergency Medicine (DOI: 10.1016/j.jemermed.2025.11.011), operators with one hour of hands-on training acquired wrist and ankle images rated adequate for diagnostic interpretation in more than 90% of scans, with image quality comparable to physician-acquired scans.
“This clearance reflects the strength of the team RIVANNA has built across AI development, clinical affairs, and regulatory execution, and the commitment of the clinical sites that partnered with us to generate the evidence,” said Delphine Le Roux, PhD, PMP, Senior Director, Market Access and Strategic Partnerships at RIVANNA. “None of it happens without BARDA’s sustained support, which allowed us to do this the right way: rigorous, multi-site, and independent. The infrastructure, partnerships, and regulatory playbook we established for BoneEnhance are designed to carry forward. That execution engine is what positions us to pursue the next clearance with confidence.”
The next layer in development
The platform’s progression continues with an investigational musculoskeletal injury detection module. Where BoneEnhance labels the anatomy, the new module is being developed to assist clinicians in evaluating potential extremity fractures within acquired ultrasound images. The nationwide clinical study that trained and validated BoneEnhance, now expanded from eight to ten sites, is building the datasets used to train the module. Because the sites and data infrastructure were established once and are reused for each new module, every subsequent module builds on the program’s federal investment.
Federal funding acknowledgment
This project has been supported in whole or in part with federal funds from the U.S. Department of Health and Human Services; the Administration for Strategic Preparedness and Response (ASPR); Biomedical Advanced Research and Development Authority (BARDA), under contract number 75A50121C00035.
About Accuro XV
Accuro XV is a portable, small-footprint point-of-care volumetric ultrasound imaging system for musculoskeletal imaging. Its conformable three-dimensional probe automates large field-of-view B-mode image acquisition without ionizing radiation. BoneEnhance is a cleared machine learning software module available during review of Accuro XV volumetric image acquisitions. It segments bone and surrounding tissues and supports visualization of skeletal anatomy in three dimensions.
An investigational computer-aided musculoskeletal injury detection module is in development for Accuro XV. It is designed to assist clinicians in detecting extremity fractures from volumetric ultrasound and annotating soft-tissue signs associated with injury, and to support triage decisions, including referral for additional radiographic imaging.
Accuro XV is designed to provide a fracture-care layer at the point of triage, helping to streamline emergency department workflows, expedite evaluation of low-severity extremity injuries, and reduce reliance on X-ray referrals. The platform is designed to support just-in-time training to promote consistent use across clinical experience levels, advancing a shared mission to transform musculoskeletal injury care while supporting broader emergency preparedness objectives.
About RIVANNA
RIVANNA is a medical technology company developing clinical decision-support solutions powered by proprietary clinical datasets, AI models, and purpose-built imaging hardware. The company’s platform is designed to automate complex anatomical analysis at the point of care, support faster and more confident clinical decisions, reduce variability, and expand access to advanced capabilities. Its initial applications address interventional guidance and trauma triage, beginning with neuraxial procedures and musculoskeletal injury assessment. RIVANNA has established an FDA-cleared product portfolio and maintains a worldwide intellectual-property portfolio of more than 100 issued and pending patents. RIVANNA is headquartered in Charlottesville, Virginia, and operates an FDA-registered, ISO 13485:2016-certified manufacturing facility.
RIVANNA, Accuro, BoneEnhance, and the Rivanna Medical family of marks are registered and unregistered trademarks of Rivanna Medical, Inc. in the United States and other jurisdictions.
View original content to download multimedia:https://www.prnewswire.com/news-releases/fda-grants-510k-clearance-for-boneenhance-the-first-machine-learning-layer-on-rivannas-accuro-xv-platform-302917179.html
SOURCE RIVANNA
Harlem Children’s Zone Acquires FinTech Platform, Goalsetter, to Accelerate Universal Economic Mobility
Common Ground in the Battlegrounds? Surveys Reveal Widespread Bipartisan Agreement in 11 Competitive States and 28 Congressional Districts, as Well as Nationally
FDA grants 510(k) clearance for BoneEnhance, the first machine learning layer on RIVANNA’s Accuro XV platform
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