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China Medical University Hospital (CMUH) in Taiwan Upgrades Smart Healthcare with Gen AI

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Establishing a comprehensive “AI-assisted Physician” using generative AI from Google Cloud, including MedLM

TAICHUNG, Feb. 17, 2024 /PRNewswire/ — China Medical University Hospital (CMUH) in Taiwan announced its collaboration with Google Cloud in mid-December 2023. Using Google Cloud’s generative AI technology, including MedLM, which is a large language model built on Med-PaLM 2, CMUH has developed a comprehensive “AI-assisted Physician” system which aims to assist healthcare professionals in disease diagnosis, treatment planning, patient education, and medical research, etc. 

The collaboration between CMUH and Google Cloud will introduce assistive tools designed to support medical professionals in precision cancer treatment. These tools, including “Customized Cancer Treatment Guidelines” and “Cancer Therapy Q&As,” aim to reduce the time spent searching for information and enable the quick capture of accurate data. This can aid professionals in developing cancer treatment plans, offering personalized treatment-related information to patients, and providing responses to patient health education inquiries.

CMUH is one of the first university hospitals in Asia to test MedLM. Through its collaboration with Google Cloud, CMUH is dedicated to driving AI innovation in smart healthcare to shape the future of healthcare in Taiwan. MedLM will help facilitate CMUH in the timely access of accurate medical information to establish the best Healthcare AI models for the Chinese-speaking market in Asia.

Prof. Der-Yang Cho, Superintendent of CMUH, pointed out that MedLM is advanced in its ability to provide precise and rapid data analysis for drug guidelines, disease gene sequencing, and medical records, among other areas. Such capabilities can significantly accelerate the discovery of new treatments for difficult-to-treat diseases by medical teams and assist in the rapid development of treatment plans to help patients. “We are excited about this collaboration, which positions smart hospitals in Taiwan at the forefront of providing more precision- and safety-oriented support to healthcare professionals and patients alike,” Prof. Der-Yang Cho said.

CMUH was already recognized as the world’s third smart hospital by the US. Healthcare Information and Management Systems Society (HIMSS) in their 2022 Digital Health Indicator (DHI) ranking. Additionally, Newsweek named CMUH as one of the World’s Best Hospitals for 2023 and one of the World’s Best Smart Hospitals for 2024. With its widespread recognition, CMUH is deeply committed to advancing the diversification and precision of smart healthcare services.

“Life sciences problems are fundamentally data problems, and this is where AI can fully unleash its potential,” said Kathy Lee, Managing Director of Google Cloud, North Asia. “Generative AI solutions from Google Cloud can help healthcare and life sciences organizations operate more efficiently and improve patient outcomes. In this remarkable era of gen AI, we are excited to collaborate with medical industry leaders that drive innovation through AI like CMUH, and partner with them to build the future of healthcare in Taiwan.”

Aashima Gupta, Global Director of Healthcare Strategy and Solutions at Google Cloud, shared that healthcare professionals are committed to delivering the best care for patients, and gen AI can be a crucial ally in reducing their workload. Gupta pointed out that this technology will ease the cognitive burden for staff and improve personal care for patients. Furthermore, it will allow healthcare professionals at CMUH to devote more time to tasks that require human judgment and expertise. She mentioned that ensuring the safety and effectiveness of gen AI is fundamental to these benefits.

Greg Corrado, a Distinguished Scientist and Senior Research Director at Google Research, discussed how MedLM is designed specifically for the healthcare industry and is part of the growing family of gen AI technologies that have the potential to significantly improve the healthcare experience for professionals and patients. Corrado emphasized the importance of collaborating with healthcare institutions like CMUH in testing and implementing new gen AI solutions, underlining it as a critical step towards developing safe and effective AI technologies.

Prof. Oscar K. Lee, Vice Superintendent of CMUH explained that among global generative AI large language models, Med-PaLM 2 stands out in model performance. It scored 85% on MedQA-USMLE (US Medical Licensing Examination), reaching a level of excellence comparable to professional physicians. This makes it a pioneer among the world’s medical AI models in terms of outstanding performance. By training the model to analyze treatment guidelines and care cultures from various regions, MedLM will become even better at addressing the medical and healthcare needs of local populations.”

Currently, the collaborative applications between CMUH and Google Cloud include “Customized Cancer Treatment Guidelines” and “Cancer Therapy Q&As”. The “Customized Cancer Treatment Guidelines” are developed based on the National Comprehensive Cancer Network (NCCN) guidelines and are integrated with MedLM, enabling clinicians to quickly capture accurate information based on the patient’s cancer staging, treatment methods, and risk assessments, etc. It can also generate cancer treatment plans and provide personalized treatment recommendations for clinicians to review, edit and use with patients. Focusing on health education for cancer patients, the “Cancer Therapy Q&As” application incorporated the cancer care-related health educational content of CMUH into the MedLM model for training and optimization, resulting in a system with extensive medical knowledge and Q&A capabilities. Such advancement not only diminishes the time healthcare professionals spend searching for information but also provides comprehensive treatment options. Furthermore, it contributes to enhancing overall clinical efficacy, improving patient understanding and engagement, and enhancing the quality of healthcare, thereby fostering warmer doctor-patient interactions and steering us collectively toward a healthier future.

In addition, in terms of new drug development, CMUH is leveraging Google’s unique AI accelerators, TPU (Tensor Processing Unit), to assist in calculations related to protein folding and the development of new drugs. Preliminary tests at CMUH have shown that utilizing these resources can reduce the computation time for related programs by over tenfold.

With its robust research and development capabilities, CMUH’s Artificial Intelligence Center has provided over 20 distinct AI medical services in recent years, assisting doctors in making fast and accurate medical decisions.

Media contact: Carolyn Chen, 100709@tool.caaumed.org.tw

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SOURCE China Medical University Hospital

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In HelloNation, Custom Fabrication Expert Mark Coyle Explains a Common Mistake in Custom Aluminum Design

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The article explains why smart geometry, not thicker walls, creates stronger, more efficient aluminum components.

ROCHESTER, N.Y., Oct. 24, 2026 /PRNewswire/ — What early design choice causes many custom aluminum projects to become heavier, costlier, or harder to manufacture? That question is addressed in a HelloNation article featuring insights from Custom Fabrication Expert Mark Coyle of American Custom Metals, Inc. in Rochester, New York, that outlines how misunderstanding aluminum behavior leads designers to rely on thick walls instead of stronger geometry.

The article begins by explaining that many people assume thicker walls automatically make aluminum parts stronger. It notes that aluminum does not respond to wall thickness the way steel does. Instead, its performance is shaped by how the metal flows through the extrusion die. The article states that custom aluminum design is more effective when profiles use ribs, chambers, and flanges to create stiffness without adding unnecessary weight. This guidance helps readers understand why adding material often increases cost without improving strength.

The article also highlights that thicker walls change how aluminum moves during extrusion. When heavy areas fill more slowly, the metal cools unevenly and can develop stress that only appears later. The HelloNation piece explains that well-balanced geometry keeps extrusion smooth and predictable. This consistency makes it easier to maintain dimensional accuracy across long production runs. By focusing on geometry, custom aluminum design avoids the problems that come with slow extrusion speeds and uneven cooling.

Another insight in the article centers on how ribs and internal supports influence stability. It describes how a thin wall supported by a properly placed rib often performs better than a thick wall with no reinforcement. This happens because the rib helps distribute load, improve stiffness, and guide the aluminum as it cools. The article explains that this structural approach makes custom aluminum design more efficient and gives designers more control over how the final part behaves under pressure.

The article also shows why early collaboration between designer and fabricator prevents costly changes. It states that a fabricator familiar with extrusion can catch potential issues before a die is built. Small adjustments to corners or transitions can remove weak points or improve metal flow. The article notes that this teamwork keeps the design aligned with real-world production. By working together early, both sides reduce the risk of redesigning the die after the first test run.

Machining is another area where the article explains how wall thickness affects performance. Features such as deep pockets or sharp internal angles may require slow feed rates or special tooling. When walls are thicker than needed, those areas can become difficult to machine cleanly. The article states that thoughtful custom aluminum design makes machining more predictable. Small changes, such as adding radiused edges or sizing features to match standard tools, help shorten cycle times and prevent tool wear.

Thermal behavior receives detailed attention as well. The article explains that aluminum retains heat differently depending on the mass of each section. Thicker walls hold heat longer, which increases the chance of distortion during extrusion, machining, or finishing. When a design uses geometry to create strength, the material cools more evenly. This reduces warping and helps long profiles stay aligned. The article notes that stable cooling is important for components that require a precise fit and consistent shape throughout an entire production run.

Cost is also a key topic in the article. It states that heavier profiles increase material use, extrusion time, and tooling needs. A custom aluminum design that relies on geometry instead of mass lowers material consumption and keeps the fabrication process efficient. The article explains that lighter parts are easier to handle, ship, and assemble. This saves money across multiple stages of production and supports long-term manufacturing efficiency.

The article also notes that smart custom aluminum design creates profiles that behave predictably during extrusion and machining. Smooth transitions, balanced wall dimensions, and structural features help reduce the chance of distortion or dimensional drift. These elements also lower scrap rates and support reliable performance. By using geometry instead of excess material, designers build parts that maintain strength without compromising manufacturability.

As the article concludes, it emphasizes that avoiding thick walls is one of the best ways to improve performance and lower cost. It states that the most dependable custom aluminum components come from designs that use structural features to strengthen the profile. When designers understand how aluminum behaves at each stage of extrusion and machining, they create parts that are strong, efficient, and consistent from batch to batch. This approach turns custom aluminum design into a predictable process rather than a series of uncertain adjustments.

A Common Mistake in Custom Aluminum Design features insights from Mark Coyle, Custom Fabrication Expert of Rochester, NY, in HelloNation.

About HelloNation
HelloNation is America’s Good News Network, a premier media platform built on the idea that good news travels faster when real people tell real stories. Through its community-focused publications and innovative “edvertising” approach, HelloNation delivers content that informs, inspires, and spotlights the leaders making a meaningful impact in their communities.

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SOURCE HelloNation

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World Young Scientist Summit 2026 Opens in Wenzhou, Zhejiang

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WENZHOU, China, Oct. 24, 2026 /PRNewswire/ — This is a report by China Daily:

On October 24, the World Young Scientist Summit 2026 opened in Wenzhou, Zhejiang. The event is hosted by the China Association for Science and Technology (CAST), the Zhejiang Provincial People’s Government, and the World Association of Young Scientists. Nearly 800 representatives, including scientists, educators, and entrepreneurs from more than 60 countries and regions, are attending the summit.

He Junke, Vice President of CAST in charge of daily work and First Secretary of its Secretariat; Lian Yimin, Chairman and Party Group Secretary of the Zhejiang Provincial Committee of the Chinese People’s Political Consultative Conference; Marcelo Knobel, Executive Director of The World Academy of Sciences; and Zhang Zhenfeng, Member of the Standing Committee of the CPC Zhejiang Provincial Committee and Secretary of the CPC Wenzhou Municipal Committee, attended the summit and delivered remarks. Yao Gaoyuan, Vice Governor of the Zhejiang Provincial People’s Government, presided over the first segment of the plenary session.

With the theme “Gathering Talents Worldwide to Create a Better Future,” the summit’s annual agenda is “Global Youth Action in the AI Era: Building a Sustainable Future.” It aims to draw on the insights of young people around the world, deepen international sci-tech cooperation, and jointly address questions about young people, science, the world and the future.

Efim Zelmanov, Fields Medalist and Foreign Member of the Chinese Academy of Sciences; Chen Yunji, Deputy Director of the Institute of Computing Technology, CAS, and Director of the National Key Laboratory of Processor Chips; Mary Garson, President of the International Union of Pure and Applied Chemistry; and Lu Chaoyang, Member of the Standing Committee of CAST, Executive Dean of the Shanghai Institute of Advanced Study, University of Science and Technology of China, and Chairman of the Council of the World Association of Young Scientists, delivered keynote speeches respectively on education reform in the AI era, AI and processor chips, young women scientists’ participation in science, and quantum computing. They explored new opportunities for scientific research, talent cultivation, and international cooperation in the AI era.

This year’s summit placed greater emphasis on the growth needs of young scientists, with young talents under the age of 45 accounting for 88 percent of participants. It aimed to build a cluster of international journals, bring together young scientific talent, facilitate a batch of international collaborative projects and advance the application and commercialization of scientific and technological achievements. The summit released the Report on the Distribution and Mobility of Young Scientists in the Field of Embodied Intelligence, launched the World Young Scientist Summit Partner Journal Program and the 2026 World Young Scientist Innovation and Entrepreneurship Growth Support Program. It also published the “Young Scientist Pioneers 2035” list and announced the 2026 Sustainable Development Young Scientist Award. The awards were presented to four Chinese and foreign scientists.

Chen Tianrun, Founder of Hangzhou Moxin Technology Co., Ltd.; Yuan Yang, Assistant to the Dean of the Institute for Interdisciplinary Information Sciences at Tsinghua University; and two of the 2026 Sustainable Development Young Scientist Award winners, César de la Fuente and Nicola Segata, among other Chinese and foreign young scientist representatives, spoke at the flash-talk session to share their research practices and reflections.

In addition, the conference focused on fields such as future manufacturing, quantum information, embodied intelligence, brain-computer intelligence, environmental science, deep-sea resources, and life and health, and held 12 parallel forums. It also included the “Gravitation π” Future Technology and Concept Products Exhibition and Exchange, local thematic side events, and sci-tech and humanities study visits, further building an interdisciplinary, cross-regional and cross-sector platform for youth sci-tech exchange and cooperation.

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SOURCE China Daily

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The Ultimate Send-off to Summer: CSTS Debuts Global Entertainment IP PremierX at New York’s Pier 17, Ushering in a New Era of Live Entertainment

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NEW YORK, Oct. 24, 2026 /PRNewswire/ — CSTS Enterprises (‘CSTS’), a New York-based sports, entertainment, integrated media and travel technology group, today announced the official launch of PremierXTM, its flagship live entertainment brand, with a landmark Halloween Weekend event “AFTER DARK” at The Rooftop at Pier 17 in New York on October 30, 2026.

Capping off Seaport’s 2026 Summer Season in unforgettable fashion, the grand finale brings a powerhouse lineup of stars to the PremierXTM stage at Pier 17, featuring Lil Xan, Armani White, DJ Soda, Nate Wyatt, and surprise A-list guest headliners. Set against the iconic Manhattan skyline, the landmark eventing unites chart-topping hip-hop and high-octane electronic music for a festival-grade experience as The Rooftop at Pier 17 transforms into the city’s premier live music destination.

Building on the momentum of the PremierXTM After Party for the 2026 World Cup Final that took place in New York on July 19th, “AFTER DARK” signals the official debut of PremierXTM, a proprietary, New York – born global entertainment IP created by CSTS to deliver defining cultural experiences at the intersection of music, sport, art and lifestyle. Centred on the power of cultural crossover, PremierXTM serves as an international bridge connecting East and West, modern innovation and timeless classical, while uniting world-class artists, creators, performers and audiences through the universal language of entertainment and premium live experiences.

The launch also marks the beginning of a promising relationship with Pier 17, providing a world-class stage for PremierXTM to accelerate its growth in the U.S. and engage international audiences over the long term. By combining PremierXTM’s global entertainment vision with Pier 17’s iconic waterfront setting, the partnership aims to create a premier destination for live experiences, empowering both platforms to expand their global reach, deepen audience engagement, and drive sustainable growth.

As a key pillar of CSTS’ integrated ecosystem spanning entertainment, sports, travel, integrated media and marketing solutions, PremierXTM further strengthens the Group’s ability to create high-impact experiences that connect audiences, destinations and brand partners. With the global live entertainment market projected to grow from approximately US$203 billion in 2025 to US$270 billion by 2030[1], PremierXTM is well-positioned to capitalize on the growing demand for premium, experience-led entertainment while creating long-term value to the Group through recurring audience engagement, tourism and brand partnerships.

“PremierX TM represents a significant milestone in CSTS’ evolution from a leading operator of global sports and hospitality platforms into a creator of world-class entertainment experiences,” said Abel Zhao, Group CEO and Executive Director at CSTS Enterprises. “The season finale at Pier17 marks the beginning of an exciting new chapter for CSTS as we expand our entertainment footprint and introduce a platform designed to deliver iconic live experiences and bring together artists and audiences from across the globe.”

“PremierXTM was built from the ground up as a bespoke platform to champion multicultural talent and visionary creative performers.” said Jason Liu, Regional Director of CSTS USA. “Starting from New York, we are building a scalable global brand that brings iconic live experiences to audiences worldwide while expanding our presence across key entertainment hubs in North America, Asia and Europe.”

Following its New York launch, PremierXTM plans to expand through a broader international rollout across North America, Asia and Europe, with future editions planned as part of a growing network of recurring live entertainment properties and flagship cultural events.

For ticket information on PremierXTM: “AFTER DARK”, visit
https://www.axs.com/events/1644912/after-dark-tickets

About CSTS Enterprises

CSTS Enterprises is an integrated media, entertainment, sports, and travel technology group. Headquartered in New York City, the company develops and partners with intellectual properties and brands to deliver compelling experiences that connect with audiences across the world. In addition to its own initiatives, including Generation CTM and PremierXTM, it collaborates with international IPs including FIFA World Cup, UEFA European Championship, and Formula 1.

CSTS integrates experiential marketing, travel, data, and technology to deliver seamless end-to-end audience experiences. The company engages consumers across physical events and digital channels, executing at scale worldwide, turning complex activations into co-ordinated, measurable outcomes.

[1] Source: Industry research by Markets and Markets, Live Entertainment Market Size, Share, Latest Trends & Growth Analysis, 2025-2030, Live Entertainment Market Size, Share, Latest Trends & Growth Analysis, 2025-2030.

 

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SOURCE CSTS Enterprises

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