Prof. Ming-Yen Lin’s Team – A Prediction Model for Type 2 Diabetes Complications Our research group develops a decision-support prediction model for type 2 diabetes complications using data from over 163,000 Taiwanese patients. Integrating age, HbA1c, and other dynamic factors, the model estimates long-term risks of major complications and mortality, visualizes future trends, and supports personalized care planning to improve disease management and outcomes.

Dr. Hung-Lung Lin’s Team – An Auxiliary Assessment System for Coronary Heart Disease Identification In response to population aging and the younger onset of coronary heart disease (CHD), this study develops an AI-based auxiliary CHD screening system integrated into a mobile app. Grounded in traditional Chinese medicine tongue–heart theory, the system analyzes sublingual vascular images using reflection removal, image segmentation, and a multi-head attention deep learning model. Users can obtain accurate, reproducible screening results and health recommendations within 7–20 seconds using only a smartphone, enabling convenient and cost-effective preliminary CHD assessment.

This service focuses on energy development and subsurface structural research, providing comprehensive engineering planning from site assessment and well placement design to drilling execution and final well reporting. Through systematic preliminary analysis and engineering design, we assist clients in obtaining valuable subsurface data while ensuring construction safety, serving as a critical basis for subsequent development or evaluation. The service scope includes drilling path design, construction condition assessment, drilling process planning, and risk management, effectively reducing construction uncertainties and enhancing both operational efficiency and data reliability.

Under the theme “Economy Next,” the Ministry of Economic Affairs presents dual pavilions on AI and net zero, illustrating Taiwan’s vision for dual transformation. The Net Zero Pavilion showcases resilient green energy systems and low-carbon supply chains, while the Industries AI Pavilion highlights advanced technologies and smart applications that delivers concrete solutions across industries in hope of fostering collaboration opportunities with global partners.

This project is deployed in a large-scale fish farming area in southern Taiwan, where ponds are widely distributed and geographically fragmented, creating challenges for long-distance network connectivity and real-time surveillance. The solution utilizes fiber optic links as the backbone to ensure stable long-range transmission across the site. EAP610-Outdoor wireless access points are deployed to extend network coverage through a mesh architecture, effectively reducing the need for repetitive cabling. For surveillance, the system integrates an NVR4032H with InSight S345 and InSight S345ZI bullet cameras, delivering stable and reliable video transmission. Combined with PoE switches, this solution establishes a flexible, efficient, and reliable network and intelligent surveillance infrastructure tailored for aquaculture management.

In recent years, the number of motor vehicle noise cases has increased, and it has been a concern for people in Taiwan. In order to protect the living environment and eliminate improper vehicle modifications, the Ministry of Environment has used acoustic camera technology for law enforcement since 2021. The system contains several scientific instruments, including a license plate recognition function that helps authorities identify noisy vehicles. Technology also improves inspection efficiency and quality of noisy vehicles. Existing roadside inspections require onsite noise measurement. The stationary noise test takes at least 20 minutes for each vehicle. Law enforcement using acoustic camera technology can simultaneously record videos, take photos, identify vehicles and complete noise measurements, to increase efficiency by a factor of 200. It is no longer necessary to use a large amount of manpower to carry out checks and inspections, greatly reducing labor costs. The Acoustic Camera equipment equipment used in this exhibition is provided by OE Scientech Co., Ltd. They not only supply fixed or mobile sound-based photography equipment to Taipei City, Taichung City, Chiayi City, and Changhua County but also have extensive experience in assisting with technology enforcement operations.

Chunghwa Telecom 5G Private Network solutions delivers ultra-reliable, low-latency, and secure wireless connectivity tailored for enterprise digital transformation. Designed for mission-critical environments, P5G integrates advanced MEC (Multi-access Edge Computing), dedicated spectrum, and customizable network architecture to meet diverse operational demands—whether in manufacturing, healthcare, logistics, or entertainment. With over 200 use cases in Taiwan and successful exports to the United States, Japan, Africa, and Latin America, CHT P5G empowers enterprises to build high-performance, data-sovereign private network environments through proven global partnership models.

Gamified Assessments: All fitness metrics are evaluated through an engaging, game-based interface. ● Muscular Endurance: Grip strength, Chair Stand, Body Stretch, Arm Curl, and Crunches. ● Reaction & Cognition: Hand-eye coordination, foot reactions, cognitive processing, logic, and memory challenges. ● Balance: Open/Closed-eye balance, Tandem Stance (front-to-back foot positioning). ● Mobility/Gait: 2.4-meter Shuttle Run (Timed Up and Go). ● Cardiopulmonary Function: Chair Stand, Crunches, Left/Right Leg Extensions, and Step-up test. ● Flexibility: Upper and lower body flexibility measurements. Product Highlights ■ Regulatory Compliance: Fully meets the requirements of the Health Promotion Administration (HPA), Ministry of Health and Welfare. ■ Comprehensive Coverage: Offers a diverse range of assessment items with high evaluation coverage. ■ Instant Reporting: Generate and view detailed health reports immediately upon completion. ■ Objective Precision: Powered by tech-driven detection for scientifically accurate data. ■ Engaging Multimedia: High-quality audiovisuals create a fun and motivating experience. ■ Interactive Touch Interface: Features a highly intuitive touchscreen for seamless user interaction.

airaTrack is a comprehensive personnel tracking system that utilizes AI algorithms developed by our team to extract features from both the "face and figure." It generates unique biometric IDs with a recognition accuracy of up to 99%, all without the need for registering facial data, addressing privacy concerns. Capable of cross-camera searches and matching 10,000 faces per second, it significantly enhances the efficiency of traditional manual matching processes and increases search efficiency and accuracy by 97% enabling automatic path tracking of personnel in the field. The system also generates investigation reports for evidential preservation.

StarTrust System boasts a proficient team of consulting experts, each holding certifications in ISO 14064-1, ISO14067, ISO 50001, ISO 14001, SBTi, GRI Standard, and other relevant standards. We offer comprehensive guidance services encompassing greenhouse gas inventories (ISO 14064-1, GHG Protocol), carbon footprint assessments (ISO 14067), and advisory support for international initiatives such as CDP and SBTi. Additionally, we provide consultancy expertise in ESG report preparation, energy management, carbon neutral, and carbon reduction strategies. To ensure data integrity, our consulting team at StarTrust System adopts systematic management practices. We meticulously organize activity documents, regulations, calculation parameters, and other pertinent data, ensuring timely updates to adhere to the latest regulations and calculation methodologies. Our approach mitigates complexities and minimizes the risk of errors in enterprise reporting operations. Our services include: 1. Comprehensive guidance on ISO 14064-1, GHG Protocol, and related assessments. 2. Expert support for ISO 14067 product carbon footprint assessments. 3. Advisory services for implementing ISO 50001 energy management systems. 4. Analysis of carbon emission data reports. 5. Assistance with international initiatives such as CDP and SBTi. 6. Professional preparation of ESG sustainability reports.

-)Data Collections -)Real-time Monitoring -)Decision Analysis -)Data Visualization Increase Capacity, Raise Efficiency, Cost Down

“RECYCLEPUNK x CHARGESPOT Multi-function merchant” is not only a terminal for urban waste reduction, but also a central hub for moblie power support. Equipped with cutting-edge AI-powered recognition technology, the machine enables users to complete bottle recycling in just three seconds, delivering a seamless experience that effectively eliminates the long queues associated with traditional recycling and making environmental participation intuitive and highly efficient. Through deep integration with the globally leading power bank rental service CHARGESPOT, users can instantly redeem the reward points earned from bottle recycling for charging coupons-allowing them to recycle efficiently while also enjoying convenient power services. Within the footprint of a single merchant, it simultaneously fulfills two essential everyday needs: “Green Sustainability” and “Power Sharing.”