Artificial Intelligence
Cognoa Seeks FDA Clearance for Breakthrough Digital Autism Diagnostic Device After Successful Pivotal Study
Palo Alto, Calif., Sept. 23, 2020 (GLOBE NEWSWIRE) — Cognoa, the leading pediatric behavioral health company developing diagnostic and therapeutic solutions for children living with autism and other behavioral health conditions, announced today that after surpassing all FDA targets in the pivotal study, the company will be submitting its autism spectrum disorder (ASD) diagnostic to the FDA for clearance. Cognoa’s diagnostic was previously granted Breakthrough Device Designation by the FDA in October 2018.
Cognoa seeks to introduce a new, efficient and accurate approach to diagnosing ASD in the primary care setting, using artificial intelligence to provide a new paradigm of care that empowers pediatricians. Currently, pediatricians refer most children with suspected developmental delay to specialists to diagnose and prescribe treatment. This often results in children and families facing an arduous process, forcing families to wait months or even years before their child receives an initial diagnosis of ASD and can start life-changing therapy. Cognoa’s solution is positioned to fundamentally change this standard of care by reducing wait times to diagnosis, thereby allowing early intervention to begin during critical neurodevelopmental windows. Early intervention has shown to improve lifelong outcomes for children and their families living with autism.
“The data from our pivotal study was strong, and we are incredibly excited to submit a De Novo request for FDA clearance of Cognoa’s ASD Diagnostic,” said David Happel, CEO of Cognoa. “The accuracy of our autism diagnostic solution is unparalleled, exceeding all pre-specified endpoints, and we are looking forward to a priority review. Cognoa’s mission is to improve the lives of children and families living with autism and helping pediatricians diagnose autism within the primary care setting is a vital first step.”
If cleared by the FDA, Cognoa’s ASD Diagnostic will be crucial in helping the approximately 64,000 general pediatricians across the U.S. rule-out or diagnose autism – enabling early intervention and supporting improved life-long outcomes for children, in line with the American Academy of Pediatrics (AAP) updated ASD guidelines as of January 2020. This will streamline the autism care journey for children and families, as specialists will now be able to focus on children with more complex diagnoses.
“There is a significant unmet need for early ASD diagnosis in the pediatric primary care setting,” said Dr. Colleen Kraft, former AAP President and Senior Medical Director of Clinical Adoption at Cognoa. “A clinically validated, FDA-cleared digital assessment platform would empower pediatricians to take definitive action on parental concerns. They would be able to diagnose ASD much more efficiently, with actionable information to drive the clinical management of the 1 in every 54 children with ASD and ensure that these children receive access to the appropriate care and treatment.”
The Pivotal Study
Cognoa’s ASD Diagnostic surpassed its targeted benchmarks in a trial involving 425 participants – aged between 18 to 72 months – whose caregivers or pediatricians had expressed concern about their development but who were never formally evaluated or diagnosed with autism.
The pivotal study ran from July 2019 through May 2020 and was a multi-site, prospective, double-blinded, active comparator, cohort study conducted at 14 sites across the U.S. The study evaluated the ability of Cognoa’s ASD Diagnostic device to aid in the diagnosis of ASD by comparing its diagnostic output with the clinical reference standard, consisting of a diagnosis made by a specialist clinician, based on DSM-5 criteria and validated by one or more reviewing specialist clinicians. This approach was taken to effectively evaluate the accuracy of Cognoa’s investigational device as measured by how often in the study population it correctly identifies a patient with ASD, and how frequently it correctly determines that a patient does not have ASD.
As part of the study, caregivers provided information about their child’s behavior by completing a questionnaire and uploading two short videos using Cognoa’s mobile app. In addition, participating children and their caregiver completed two doctor’s appointments (one with a primary care physician and one with a pediatric specialist). A number of the primary care appointments were completed via telemedicine, with the study finding that the investigational device performed equally well when administered remotely. The trial also showed that Cognoa’s diagnostic device is highly accurate across males and females as well as ethnic and racial backgrounds, thus addressing a longstanding issue of disparities in autism diagnoses.
The pivotal study results are being prepared for publication in a peer-reviewed journal.
About Cognoa
Cognoa is the leading pediatric behavioral health company developing diagnostic and therapeutic solutions that will improve the lives and outcomes of children and families living with behavioral conditions. Cognoa’s products are designed to be routinely prescribed by pediatricians and covered by insurers to improve the standard of care for how children are diagnosed and treated for behavioral health conditions starting with autism. For more information, visit https://www.cognoa.com/.
Joseph Moses Headline Media +44 7308349833 [email protected]
Artificial Intelligence
Actuators Market worth $94.8 billion by 2029 – Exclusive Report by MarketsandMarkets™
CHICAGO, March 29, 2024 /PRNewswire/ — The Actuators market is estimated at USD 67.7 billion in 2024 and is projected to reach USD 94.8 billion by 2029, at a CAGR of 7.0 % from 2024 to 2029 according to a new report by MarketsandMarkets™. The growth can be attributed to growing industrial automation and use of robots in various sectors like manufacturing and transportation, Developments in areas like sensor technology, connectivity, and control systems, The increasing demand for actuators is fueled by the expansion of sectors like healthcare (medical devices), oil & gas, and aerospace & defense, and the need for improved process control, energy efficiency, and safety regulations in various industries.
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Browse in-depth TOC on “Actuators Market” 300 – Tables175 – Figures350 – Pages
Actuators Market Report Scope:
Report Coverage
Details
Market Revenue in 2024
$ 67.7 billion
Estimated Value by 2029
$ 94.8 billion
Growth Rate
Poised to grow at a CAGR of 7.0%
Market Size Available for
2019–2028
Forecast Period
2023–2028
Forecast Units
Value (USD Million/Billion)
Report Coverage
Revenue Forecast, Competitive Landscape, Growth Factors, and Trends
Segments Covered
By Actuation, Application, Type, Vertical, and Region
Geographies Covered
North America, Europe, Asia Pacific, and Rest of World
Key Market Challenge
Issues of leakage in pneumatic and hydraulic actuators
Key Market Opportunities
Increased spending on renewable sources of energy for power generation
Key Market Drivers
Rapid industrialization and utilization of robotics
The Electric segment held the largest growth rate in the Actuators market by actuation.
By actuation, the Actuators market has been segmented into electric, hydraulic, pneumatic, and others. electric Segment to hold the highest growth rate during the forecast period. Electrical actuators use electricity to produce motion. These actuators can be further classified into solenoid actuators and motor-driven actuators. A solenoid used in an electric actuator works on the principle of electromagnetism. Electrical actuators provide control and acceleration at higher speeds. The force for applying thrust can be managed without the requirement for compressed air and the related infrastructure, and hence the total energy consumption in these actuators is lower. Electrical actuators can be used for various applications where linear as well as rotary actuation is required. They can be used for low torque as well as high torque requirements.
The vehicle equipment segment is expected to account for the largest share of Actuators by application in 2024.
By application, the Actuators industry is segmented into industrial automation, robotics, and vehicle equipment. The vehicles and equipment segment includes actuators used in automotive, aircraft, ships, and defense vehicles. These can be either hydraulic, pneumatic, electrical, or mechanical actuators. Actuators are widely used in various systems and sub-systems of an automobile, aircraft, ships as well as defense vehicles.
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Asia Pacific accounts for the largest market share in 2024.
The Actuators market has been studied in North America, Europe, Asia Pacific, Middle East, and Rest of the World. The Asia Pacific region accounts for the largest market share in 2024 as well as throughout the forecast period due to the increasing demand for actuators in the region to enhance the growth of the market. India is expected to show the highest growth rate in Asia Pacific Region for Actuators market.
Major players operating in the Actuators companies are SMC Corporation (Japan), Rockwell Automation (US), Curtiss-wright Corporation (US), ABB Ltd (Switzerland), and Parker Hennifin Corporation (US).
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About MarketsandMarkets™
MarketsandMarkets™ has been recognized as one of America’s best management consulting firms by Forbes, as per their recent report.
MarketsandMarkets™ is a blue ocean alternative in growth consulting and program management, leveraging a man-machine offering to drive supernormal growth for progressive organizations in the B2B space. We have the widest lens on emerging technologies, making us proficient in co-creating supernormal growth for clients.
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Artificial Intelligence
Roborock Unveils Global No.1 Robotic Vacuum Cleaner Sales Ranking at International Launch Event
Certified by Euromonitor, Roborock attributes its rise to the top to embracing a long-term mindset while upholding customer-centric innovation above all else
BEIJING, March 29, 2024 /PRNewswire/ — Roborock, a global leader in ultra-intelligent home robotics engineered to simplify daily life, today announced it has taken the number one spot for robotic vacuum sales worldwide, according to new data by Euromonitor. Celebrating its achievements at a global launch event on the eve of its 10-year anniversary, the brand also revealed a glimpse of what is to come in the form of new product lines while sharing its vision for the future.
Founded in 2014, Roborock owes its success to its long-standing commitment to customer-centric innovation. By delivering meaningful solutions which improve everyday lives, Roborock has built a truly global fanbase, with Euromonitor data confirming that the brand has achieved the number 1 sales position worldwide for robotic vacuum cleaners[1].
“We are so honored to be celebrating this achievement with you all, which was made possible thanks to the ongoing trust and support received over the last 10 years.” Mr. Quan, Roborock President, announced, “Our path to success has been a marathon, not a sprint, as we have always kept in view our brand spirit of “taking the long view in order to do the right thing”. Our unwavering commitment to focusing on delivering true value to our customers is how we have built the brand affinity that has gotten us where we are today – firmly on our way to becoming a global leader in the smart home space.”
Steppingstones on the Path to Success: Roborock Achieves Steady Market Growth on Journey to Become a Global Leading Home Appliance Brand
Further cementing its global success story, the brand also revealed impressive results in many of its key markets. Roborock is now present in over 170 countries, serving over 15 million homes worldwide. According to data from IDC, Roborock ranks number one in Turkey and number two in the US in terms of sales, while also taking the top spot in Germany, Korea, and the Nordics in terms of shipments in 2023[2]. As revealed by Roborock’s latest Financial Earnings Report, the brand recorded a total revenue of 8.65 billion Yuan last year (US$1.22 billion), with total robot vacuum shipments surpassing 2.6 million units. Roborock’s overseas operation recorded revenue growth of 21.42% compared to the prior year and Roborock’s net profit was listed at 2.05 billion Yuan (US$288 million), achieving an overall annual growth rate of 73.32%. This consistent growth across all key markets demonstrates Roborock’s strategic choice to directly address consumer demands and striving for excellence across user experience is resonating with millions worldwide.
Despite these successes, Mr. Quan acknowledged these results were not in themselves the ultimate end goal. Globalization is a vital pillar of Roborock’s mission to become a leader in its field. As such, Roborock plans to expand its global footprint by introducing more innovative products that cater to the unique needs of global users, taking into account the different requirements of various markets, and extending more partnerships worldwide, ensuring that Roborock makes strides overseas on a larger scale and at a faster pace.
Meaningful Innovation: Roborock’s User-Centric R&D Principles and Latest Revolutionary Developments
Roborock’s passion to create value for its consumers propels them to continuously seek out new technological advancements that can serve real consumer pain points. From 2019 to 2023 Roborock invested 1.9 billion Yuan (260 million USD) in Research and Development. Roborock’s approach to take the long term view, ensures R&D teams are encouraged not to seek quick fixes, but to focus on innovation that will truly serve the needs of the end consumer, such as addressing key areas like cleaning capabilities, mapping and navigation, convenience and smart home interconnectivity.
Enhancing the cleaning capabilities of its latest range, Roborock has introduced the FlexiArm Design™ Side Brush, a stretching side brush delivering 100% corner cleaning coverage – elevating the user experience. When it comes to user satisfaction, delivering a low-maintenance, hands-free experience is also paramount. Roborock recently introduced an auto water refill and drainage system, which automatically emptying and replacing dirty water with clean water through pipes during mop washing and tank refilling.
Aside from advanced hardware solutions, Roborock has always invested heavily in the discovery and implementation of emerging technologies that can enhance the functionality and accessibility of its devices. Roborock’s Reactive AI 2.0 Obstacle Recognition technology can recognize and differentiate between floor and room types, accurately identifying 73 different obstacles to navigate, including floor mirrors and pet supplies. Roborock SmartPlanTM function uses an advanced AI algorithm to intelligently plan and optimize cleaning paths and settings based on user habits and specific home layout, making the cleaning process even more intelligent and efficient. The S8 MaxV Ultra is now certified by CSA for Matter, and other Roborock products will follow in the near future suit to enhance connectivity.
Enriching Roborock’s Product Portfolio to Enhance the Quality of Life for Consumers
Concluding the exciting launch, Roborock unveiled three exciting new product lines to its portfolio of intelligent automated devices. Roborock’s product managers took to the stage to introduce three new robotic vacuums – the G20S (S8 MaxV Ultra), V20 and P10S Pro.
The G20S (S8 MaxV Ultra) launched to great acclaim at CES 2024 and is Roborock’s most technologically advanced one-stop cleaning solution to date. A highly intuitive device, the G20S is equipped with FlexiArm Design™ Side Brush, a unique robotic arm that enables complete corner cleaning capabilities, and an extra side mop for edge cleaning, alongside Reactive AI 2.0 obstacle recognition, built-in intelligent voice assistant, and RockDock® Ultra which automatically maintains the robot cleaner using hot water and heated air with intelligent mop re-washing and re-mopping capabilities. The G20S (S8 MaxV Ultra) will be available to purchase globally from April, retailing for USD 1799.99 / EURO 1499.
Initially debuting in China, the V20 will be the world’s first robotic vacuum cleaner equipped with dual-vision 3DToF solid-state LiDAR navigation and obstacle avoidance system, which observes the reflection of modulated light to offer better depth accuracy for even more intuitive floor mapping. With an ultra-thin 8.2cm body and equipped with FlexiArm DesignTM corner and edge cleaning, DuoRoller Riser Brush, and maintenance-free cleaning dock, the V20 is set to redefine automated, low maintenance cleaning.
Finally, the P10S Pro is positioned as the perfect partner for those hard-to-reach spots. Combining FlexiArm DesignTM with an extendable side brush and mop, the device provides 100% corner coverage and the ultimate in edge-cleaning, taking even the trickiest surfaces in its stride.
These solutions further solidify Roborock’s commitment to satisfying the needs of its customers in its fearless pursuit of innovation. Stay tuned for further market specific launch announcements of these innovations and more.
About Roborock
Roborock is committed to innovation in researching, developing, and producing home cleaning devices, particularly robotic, cordless, and wet/ dry vacuum cleaners. Every Roborock product has been designed with an eye on solving genuine problems, so Roborock customers can live better lives. Currently, Roborock is available in more than 40 countries, including the U.S., Germany, France, and Spain. The company operates out of four locations, with offices in Beijing, Shanghai, Shenzhen, and Hong Kong. For more information visit https://global.roborock.com/.
[1] The data comes from Euromonitor International (Shanghai) Co., Ltd. The sales figures of robotic vacuum cleaners worldwide in the first three quarters of 2023 (in RMB hundred million) were used for calculation. Roborock ranks first in the industry. Robotic vacuum cleaner refers to vacuum cleaners that automatically move around rooms using sensors to clean floors. The research was completed in February 2024.
[2] Data based on IDC Quarterly Smart Home Device Tracker, 2023 Q4. Rankings for the US and Turkey are based on sales value, while rankings for Germany, the Nordic countries (Denmark, Finland, Norway, Sweden), and Korea are based on shipment volume
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Artificial Intelligence
Cato Shatters SASE Speed Record
Cato doubles throughput without any hardware upgrades, underscoring the value of a fully cloud-native platform.
TOKYO, March 29, 2024 /PRNewswire/ — Cato Networks, the SASE leader, announced a new SASE throughput record here at the Porsche Studio Ginza ahead of the 2024 Tokyo E-Prix, achieving 10 Gbps without hardware upgrades. At 10 Gbps, Cato became the first SASE platform to compete not only in the ABB FIA Formula E World Championship but also to deliver SASE performance so powerful that the TAG Heuer Porsche Formula E Team could transfer all the data of an entire Formula E season in under 2.5 hours instead of 3.5 days.
“We’re very excited to be partnering with the TAG Heuer Porsche Formula E Team at the 2024 Tokyo E-Prix,” says Shlomo Kramer, CEO and co-founder of Cato Networks. “The incredible speeds of the Gen3 racecars are only matched by the unprecedented throughput of Cato SASE Cloud. With 10 Gbps, we enable enterprises to replace their data center firewalls and enjoy all the benefits of a true, cloud-native SASE platform.”
Cato SASE Speed Record Up to 3x Other SASE Solutions on the Grid
As SASE continues its upmarket movement, higher capacity connections become essential for meeting various business needs such as bandwidth-intensive applications (cloud storage and backup, disaster recovery), hybrid clouds connecting two parts of the data center for inter-application processing, and large campuses.
To meet those challenges, Cato is introducing 10 Gbps throughput on a single, encrypted tunnel. The doubling of Cato Cloud Interconnect and Cato Socket performance comes without costly hardware upgrades, typical of appliance-based architectures. Compute-intensive operations that usually degrade edge appliance performance — packet encryption/decryption, security inspection, and the like — are handled by multiple Cato Single Pass Processing Engine (SPACE) cores, concurrently processing real-time traffic within Cato PoPs (Points of Presence). Parallel network flow processing is also enabled within the Cato Socket to maximize throughput end-to-end.
By contrast, SASE solutions implemented as virtual machines (VMs) in the cloud or modified web proxies remain limited to under 2 Gbps of throughput for a single tunnel. Appliance-based SASE
solutions top out at just under 3 Gbps. The lower throughputs force enterprises to artificially split traffic within locations across multiple tunnels from the edge appliance to the SASE PoP, a layer of complexity and risk that does not exist in Cato SASE Cloud.
Tokyo: A Place for Fast Cars and Fast Networks
The 2024 Tokyo E-Prix is the perfect venue to highlight Cato’s breakthrough performance. In the fast-paced world of Formula E, every second counts. The sport is intensively data-driven, where teams rely on their IT networks to analyze data and make critical, split-second strategy decisions to achieve a winning edge. Multiple computers in the car produce 100 to 500 billion data points per event, with more than 400 gigabytes of data generated and sent back to the cloud for analysis.
With 16 E-Prix this season, many in regions lacking Tokyo’s developed infrastructure, the ABB FIA Formula E Word Championship presents an incredible networking and security stress test. Cato SASE Cloud provides fast, secure, and reliable access to the TAG Heuer Porsche Formula E Team, regardless of location.
Tokyo, Osaka, and soon Sapporo form the three PoP locations within Japan. Within Tokyo, three Cato PoPs service the region; another two PoPs service Osaka. A sixth PoP is opening in Sapporo. Should users or locations lose access to any one PoP, they would immediately fail over to one of the other PoPs in Japan, providing the TAG Heuer Porsche Formula E Team and all Cato customers with incredibly reliable access in Tokyo – and across the globe.
To learn more about Cato SASE Cloud, visit us at https://www.catonetworks.com/platform/
To learn more about Cato’s partnership with the TAG Heuer Porsche Formula E Team, visit us at https://www.catonetworks.com/porsche-formula-e-team/.
About Cato Networks
Cato Networks is the leader in SASE, delivering enterprise security and networking in a single cloud platform. With Cato, organizations replace costly and rigid legacy infrastructure with an open and modular SASE architecture based on SD-WAN, a purpose-built global cloud network, and an embedded cloud-native security stack.
Want to learn why thousands of organizations secure their future with Cato? Visit us at www.catonetworks.com.
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