Our team has built predictive models based on whole transcriptome data from patients with advanced metastatic prostate cancer, focusing on two different mechanisms of action: androgen receptor antagonists and androgen synthesis inhibitors. These two types of drugs essentially offer only one chance of selection, as resistance to one renders the other ineffective. Using weighted gene correlation network analysis, we identified several gene modules correlated to specific drug responses. Then, we combined several machine-learning algorithms and constructed classification models for different drug mechanisms. Our goal is to use detection services to determine the most effective drug for patients before administration.

PALF is committed to developing eco-friendly textile products by using recyclable, zero-carbon emission agricultural waste "Pineapple Leaf" to establish the first localized sustainable yarn and fabric pilot production line in Taiwan. We promote the recycling of waste materials to create a more environmentally friendly, sustainable textile and fashion industry.

AIXA Osteo is a cutting-edge AI-powered musculoskeletal screening solution designed to assess osteoporosis, sarcopenia, and vertebral compression fractures with speed and accuracy. Utilizing advanced imaging analysis, AIXA supports X-ray and CT scans, providing clinically validated reports to enhance screening efficiency, streamline diagnostic workflows, and enable large-scale health assessments. 1. Beyond DXA Limitations – Enables bone density and sarcopenia assessments using X-ray, increasing accessibility 2. High-Efficiency AI Analysis – Generates clinical reports in just 6 seconds 3. Accurate & Reliable – DXA-standard bone density correlation (R=0.996), with 97.2% sensitivity 4. Versatile Applications – Suitable for hospitals, clinics, long-term care facilities, health check-up centers, and mobile X-ray units 5. Comprehensive Report – Standardized analysis of the spine, hip, and lower limbs, providing a musculoskeletal health assessment AIXA makes musculoskeletal screening faster, more precise, and more accessible, empowering early intervention and disease prevention!

1. Integrating data of water quality and water consumption, the online system will automatically conduct continuous data monitoring, and can be applied for both clean water and sewage water measurement. 2. Real-time monitoring: Seize real-time water information to maintain the stability of water quality and instantly react when abnormal condition is detected, dramatically increasing management efficiency. 3. Smart Dosing Scenario: Integrating automatic dosing equipments with upper and lower alarm settings to ensure dynamic stability of water quality and decrease labor cost. 4. Data Analysis: Apply schedule planning to build up the trend of historical changes and to develop the situation management model. 5. Compliance with the regulations: Complete the full-time management mode, in compliance with the regulations of the competent authority and environmental protection standards. 6. The water quality sensor (specific model) is automatically cleaned without additional consumables and can be cleaned frequently.

Fire notification + Emergency notification video device Taiwan Secom Technology Group launched a combination of 119 fire notification device and emergency notification image system, integrated anti-robbery, disaster prevention,and video, through real – timeimage monitoring and recording the scene, to grasp abnormal conditions; 24-hour control service center Line, monitor the signal for abnormality at any time ; if there is any abnormal information, it is immediately transmitted to the 119 and 110 service centers to reduce disaster expansion; the communication host has automatic detection function, and the control service center immediately dispatches personnel to overhaul when there is a failure; a test button , At any time to check whether the system is normal, and automatically fax back to the test status.

AI air-conditioning energy-saving technology controls existing systems to achieve an energy-saving rate of 10%-30%. It can be applied to energy-saving solutions for air-conditioning systems, heat pump hot water systems, and information room systems. This service has been used in Taipower Building, Taipei Post Office, and the two national agencies, and has achieved 25%-60% air conditioning energy saving rate. This service has the characteristics of "smart", "low cost" and "immediate effectiveness". It does not rely on the energy-saving strategy of "hardware replacement “, but focuses on "software implement" to achieve "rapid deployment" and "short payback period". ”, “effective energy saving”.

The light rail transit (LRT) system could improve capacity of mass transit. However, most of the accidents occurred because road user run a red light, which affected LRT passenger rights. ž Using lidar/radar to detect the collision event may occurred. (reference the signal phase) ž Notify LRT driver the predicted event by C-V2X V2N solution. ž Outdoor N79 5G private network.

AI智慧辦公室文件助手: 使用最先進的AI文件識別技術, 建立自動化文件處理系統, AI小幫手可替需求人員搜尋或自動生成所需要的文件。

The Civil IoT data service platform collected and stored environmental sensor data in four key areas: earthquake, water resources, air quality, and disaster prevention, and provides real-time data service using the OGC SensorThings API that conforms to the international data modeling standards for value-added services through a unified data modeling framework. In order to solve the problem of insufficient communication in remote areas, Band20 frequency band is utilized to build a backbone network core service for IoT application, which provides remote areas with the use of Band20 frequency band as a network communication method for IoT data transmission, and expands the scope of IoT deployment in remote areas.

Specially for micro parts with a diameter less than 2mm, the CMHT is equipped with integrate automatic feeding system, automatic monitoring and carburizing quenching furnace for real-time adjustment, innovative oil tank, collecting device and intelligent digital services. It provides the heat treatment industry with customized, intelligent production solution. Its advantages are as follows ‧ CMHT has 100% collecting rate (50~60% for traditional equipment), 99% yield rate (50~65% for traditional one). ‧ CMHT reduces heat treatment schedule from 30 days to 2 days only. Based on demand, CMHT can rapidly replace process modules to substitute whole traditional heat treatment equipment and price of CMHT is only half of traditional one. ‧ Introducing intelligent digital service function, CMHT transforms experiences of traditional equipment into data decision, reduces reliance on human experiences, sets up industrial IoT solution and provides heat treatment industry with smart manufacturing via cloud services. ‧ Won the international honor of R&D 100 Awards and Edison Awards.

In response to the implementation of Taiwan's carbon fee and the ESG-driven carbon reduction requirements of enterprises, we offer customized carbon management services. ESL establishes "Carbon Accounts" based on client-specific requirements, utilizing automated systems to collect and analyze carbon emission data via an integrated platform. This service provides optimization opportunities, balances the economic advantages of carbon management, and maximizes the value of corporate sustainability and green transformation initiatives.

Ai +8K 3D Digital Twins Solutions The integration of AI with 8K 3D digital twin technology offers innovative solutions for the education and entertainment industries. In education, virtual reality classrooms and digital learning materials provide immersive environments that enhance learning outcomes, such as simulated laboratories or reconstructed historical scenes for firsthand experiences. In entertainment, 8K ultra-high-definition visuals combined with AI-generated interactive content create personalized virtual characters and storytelling experiences, boosting audience engagement and immersion. This technology transcends traditional content limitations, delivering more realistic and interactive digital experiences, and reshaping the future of these industries.