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ACR AI-LAB™ Expands Pilot Enabling More Radiologists to Create AI Without Coding

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Radiology professionals from seven renowned health care institutions will use the ACR AI-LAB™ to demonstrate the process of creating investigational artificial intelligence (AI) models from image data without the use of a programming language. Using an AI model developed at one institution, each of the seven institutions will have the ability to evaluate and optimize the model for their own investigational use.

Based on the recently announced ACR AI-LAB reference architecture, this pilot represents a major milestone in the effort to allow institutions to develop high-quality algorithms that address local clinical needs, some of which may ultimately be made commercially available. In addition to the seven institutions, there are two major technology contributors; NVIDIA is providing software and edge infrastructure, and Nuance is providing last-mile integration to the participating radiologist.

The pilot – originally including Massachusetts General Hospital and The Ohio State University – now also includes Lahey Hospital and Medical Center, Emory University, The University of Washington, the University of California San Franciscoand Brigham and Women’s Hospital. NVIDIA will provide its NVIDIA Clara AI software toolkits at no cost to the institutions to perform the annotation creation, transfer learning, and pipeline integration. In addition, Nuance will provide the last-mile technology required to integrate AI for the participating radiologist. Once the pilot is complete, the initiative is anticipated to progressively expand to all institutions interested in participating.

Sharing local AI models from image data between institutions for fine tuning — while patient information remains securely on site at the originating institution — has not previously been done successfully in radiology at this scale. This is due, in part, to the variability in how medical images are created, including the equipment, software, and protocols used.

The pilot sites will use ACR AI-LAB to evaluate AI developed elsewhere, modifying the investigational algorithms to improve performance based on testing and evaluating them on local patient data. Creating the local AI models will not require ACR AI-LAB users to have programming skills. ACR AI-LAB allows users to adjust and change AI models without having to make line-by-line changes to the underlying code.

Once the pilot is complete, the consortium is anticipated to progressively expand to more institutions and vendors interested in participating.

The investigational algorithms resulting from this project will undergo further evaluation and refinement by sites should they pursue commercialization, including obtaining appropriate regulatory clearance or approvals, as applicable.

“Today marks a major step in accelerating the development of AI for medical imaging. We know algorithms can underperform when deployed at sites where they weren’t trained. Now, radiologists in the pilot program will have access to AI algorithms developed outside their institutions in order evaluate a model’s performance using their own data and, as necessary, retrain the algorithm using their local data to enhance its performance,” said Bibb Allen Jr., MD, FACR, ACR Data Science Institute® (ACR DSI) Chief Medical Officer.

“It is extremely exciting to see the ACR’s newest initiative come to life,” said Karen Holzberger, Vice President and General Manager, Healthcare Diagnostics, Nuance. “We’re proud to be partnering with local Boston and industry-wide leaders in health care to expedite the development of critical innovations for radiologists across the country. With the Nuance AI Marketplace, we can expand the footprint of these valuable AI solutions produced by the ACR AI-LAB initiative so others can benefit at scale.”

“AI technology is entering the next phase where software writes software and less computer science expertise is required,” said Abdul Hamid Halabi, director of healthcare, at NVIDIA. “Radiologists have always been technology trailblazers. Working with the ACR AI-LAB to bring NVIDIA’s AI computing capability to the edge — where radiologists and their data reside — we are demonstrating that investigational AI tools can be made available to any imaging institution.”

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“ACR AI-LAB has kicked off a very exciting era of AI democratization, making it possible for health care institutions and industry to build customized AI models for investigative purposes without coding and without moving image data off premises.  Soon all institutions interested in participating in the AI democratization revolution will have the opportunity to get involved,” said Keith Dreyer, DO, PhD, FACR, ACR DSI Chief Science Officer.

The ACR DSI made the initial version of the AI development framework available in April 2019. Get more information on ACR AI-LAB at ailab.acr.org. ACR is making available the ACR AI-LAB as a service, which provides a vendor-neutral framework to facilitate the development, modeling and validation of AI tools.  ACR provides ACR AI-LAB as a service for third parties to use, contribute to, collaborate within, and test their own AI algorithms. ACR is a service provider. Use of the services available within ACR AI-LAB, including use of the ACR AI-LAB to train and validate AI algorithms, does not constitute co-development or endorsement by ACR of such AI algorithms.

 

SOURCE American College of Radiology

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SM approaches 2025 with cautious optimism

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PASAY CITY, Philippines, Dec. 26, 2024 /PRNewswire/ — The SM Group is approaching the coming year with cautious optimism, encouraged by the continued growth of the Philippine economy.

SM Investments President and Chief Executive Officer Frederic C. DyBuncio said that despite ongoing challenges of peso volatility and higher inflation, the business sector has adapted well.

Consistent demand sustained household spending in the third quarter, with Household Final Consumption Expenditure posting a year-on-year growth of 5.1%, maintaining the same level in the same quarter last year, data from the Philippine Statistics Authority showed.

“Any moderation in inflation should trigger a strong confidence rebound. This could create opportunities in consumer-focused sectors in the country and we are poised to cater to these evolving demands,” Mr. DyBuncio said.

To cater to growing demand, SM continues to expand into more underserved areas, contributing to sustainable economic development and collaborating with government stakeholders to enhance access to modern retail, financial services, and integrated property developments.

“By investing and expanding to more areas nationwide, SM creates new markets and improves access to these essential sectors, serving more communities and helping stimulate sustained economic activities,” he said.

Mr. DyBuncio also said SM continues to invest in promising ventures such as renewable energy and logistics, that foster economic activity.

SM has invested in the clean energy industry through Philippine Geothermal Production Company (PGPC) which produces 300 Megawatts of geothermal steam supply. SM aims to continue to develop geothermal concessions through PGPC in support of the Department of Energy’s goal of reaching 50% renewable energy supply by 2040.

To encourage circularity towards green energy production, SM’s property arm, SM Prime Holdings partnered with GUUN Co. Ltd. (GUUN) to implement the Japanese technique of reducing landfill impact. The technology converts non-recyclable and hard-to-recycle packaging into alternative fuel.

SM’s banking arm, BDO Unibank is one of the largest funders of renewable energy projects. BDO has funded PHP898 billion in sustainable finance, including loans to 59 renewable energy projects as of December 2023. 

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In logistics and tourism, the improvement of transport networks across the country’s archipelago connects tourist and industrial areas that will help create inclusive growth. SM though its subsidiary 2GO launched MV Masigla and MV Masikap in 2024 to help better connect goods to 19 ports across the country including Iloilo, Bacolod, Cagayan de Oro and Manila, further supporting the government’s push for medium term growth through an upgraded tourism infrastructure and ecosystem.

“Our focus for 2025 will be to drive purposeful growth, empowering communities and partners through our investments towards a sustainable future,” Mr. DyBuncio said.

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VIVOTEK Wins Double Honors for Its Commitment to Sustainability

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TAIPEI, Dec. 26, 2024 /PRNewswire/ — VIVOTEK (3454-TW), the global leading security solution provider, has once again demonstrated its outstanding commitment to sustainability. Participating for the first time in the 17th Taiwan Corporate Sustainability Awards (TCSA), VIVOTEK emerged victorious, earning the Sustainability Report Award for the Information, Communication, and Broadcasting Industry and the Taiwan Corporate Sustainability Excellence Award. These recognitions showcase VIVOTEK’s remarkable success in corporate governance, environmental protection, and social responsibility, affirming its dedication to sustainable growth.

Pioneering Sustainability with Dual Recognition

“For over seven years, VIVOTEK has independently published sustainability reports, actively driving and disclosing our internal sustainability initiatives.” said Allen Hsieh, VIVOTEK’s Spokesperson and Director of the Global Marketing Division. “These awards not only recognize our integrity and efforts in presenting operational performance, environmental data, and social impact but also serve as a strong motivation for us to continue advancing on the path of sustainable development.”

Driving Sustainability through AI Innovation

VIVOTEK delivers advanced AI-powered security solutions built on cutting-edge AI and edge computing technologies. Beyond innovation, the company drives green initiatives, reduces its carbon footprint, and fosters a sustainable, supportive workplace.

Committed to social responsibility, VIVOTEK leads the security industry’s sustainability efforts through its ‘Safety Map’ initiative. For four years, employees have formed security teams to enhance safety in neighborhoods, care centers, and schools with on-site assessments and improvement plans.

In 2024, VIVOTEK will expand its efforts to Hualien’s Dacheng Village, where it will help improve local safety environments and support cultural preservation and tourism revitalization. These actions reflect its dedication to sustainability, community well-being, and lasting societal contributions.

Security Sustainability as a Foundation for Social Impact

VIVOTEK proudly received two prestigious honors at the Taiwan Corporate Sustainability Awards, highlighting its dedication to sustainable practices. These accolades inspire the company to deepen its internal efforts and mark the start of an exciting new chapter.

Building on this achievement, VIVOTEK aims to strengthen its mission of becoming the world’s most trusted smart security brand. By aligning with global market needs and fostering collaboration with customers, partners, and employees, VIVOTEK is committed to shaping a sustainable future founded on mutual trust and shared success.

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To learn more about VIVOTEK’s sustainability initiatives, please refer to the 2023 Sustainability Report.

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2024 Global Youth Design Contest on Chinese Characters Themed “Guiyang in Characters” Successfully Concluded

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GUIYANG, China, Dec. 26, 2024 /PRNewswire/ — To fully implement the spirit of “carrying forward China’s cultural heritage” and “promoting the creative transformation and innovative development of fine traditional Chinese culture”, the 2024 Global Youth Design Contest on Chinese Characters Themed “Guiyang in Characters”, organized by the Publicity Department of the CPC Guiyang Municipal Committee and hosted by www.huanqiu.com, has successfully concluded on Dec.16. The contest drew thousands of teenagers from both China and abroad, who used cultural empowerment and innovative designs of Chinese characters to narrate and promote Guiyang.

At the “Colorful Guizhou • Literary Plateau” Farming and Reading Event, 59 outstanding works from 26 countries, along with 21 representative pieces from various countries and regions, were showcased. According to the organizing committee of the Global Youth Design Contest on Chinese Characters, “This exhibition serves as both a lasting commemoration of the event and a report to all those who care about the inheritance and promotion of Guiyang and Chinese culture.”

In their submissions, the teenagers selected Chinese characters or phrases they believed best represented Guiyang and reimagined them through innovative designs. Outstanding designs incorporated Guiyang’s iconic architecture and cultural landmarks into Chinese characters to present the city’s urban landscape and historical culture. Some works spotlighted Guiyang’s distinctive cuisine, offering a glimpse into the vibrant and diverse local culinary culture. Some other designs drew inspiration from martial arts villages in Guizhou and featured dragon motifs to symbolize the depth and vitality of Guizhou culture.

Saison from Tajikistan was among the participants in this year’s Global Youth Design Contest on Chinese Characters. Speaking about his design of the Chinese characters, he shared that his design sought to merge the beauty of Chinese characters with the charm of Guiyang. “Guiyang is a captivating place, known for its beautiful scenery, delicious food, and diverse ethnic minorities. I tried to incorporate the beauty of Guiyang into my Chinese character design, hoping to convey the city’s charm and the wonders of Chinese characters through my work.”

The contest officially opened for submissions on September 30. In an effort to boost public engagement and participation, a “cheerleading campaign” was organized for shortlisted works from November 22 to 29. Following expert reviews, 80 outstanding works were ultimately selected for public exhibition.

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