China's Geely to Launch Hybrids with More Fuel-efficient Engines

FILE PHOTO: The Geely logo is seen at a car dealership in Shanghai, China August 17, 2021. REUTERS/Aly Song/File Photo
FILE PHOTO: The Geely logo is seen at a car dealership in Shanghai, China August 17, 2021. REUTERS/Aly Song/File Photo
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China's Geely to Launch Hybrids with More Fuel-efficient Engines

FILE PHOTO: The Geely logo is seen at a car dealership in Shanghai, China August 17, 2021. REUTERS/Aly Song/File Photo
FILE PHOTO: The Geely logo is seen at a car dealership in Shanghai, China August 17, 2021. REUTERS/Aly Song/File Photo

China's Geely Holding Group on Wednesday said it would launch a series of hybrid models in the first half of next year equipped with its next-generation, more fuel-efficient engine.
Geely's engine achieves a thermal efficiency of up to 46.1%, according to a product certificate issued by the government-owned CATARC Huacheng Certification Co.
Geely said this was among the highest in the world, and would reduce fuel consumption and extend driving range, Reuters said.
The new models will be launched for Geely Auto's Galaxy series and its Lynk & Co brand.
Plug-in hybrids are the fastest growing fuel-type sector in China thanks to their affordability, and competition in the sector is intensifying.
BYD on Tuesday launched two hybrid sedans equipped with its new hybrid tech, priced from 99,800 yuan ($13,800).
BYD said the new hybrid tech enables fuel consumption on depleted batteries of 2.9 liters per 100 km under New European Driving Cycle tests, with a thermal efficiency of 46.06%.



SDAIA, KAUST Launch MiniGPT-Med Model to Help Doctors Diagnose Medical Radiology through AI

SDAIA, KAUST Launch MiniGPT-Med Model to Help Doctors Diagnose Medical Radiology through AI
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SDAIA, KAUST Launch MiniGPT-Med Model to Help Doctors Diagnose Medical Radiology through AI

SDAIA, KAUST Launch MiniGPT-Med Model to Help Doctors Diagnose Medical Radiology through AI

The Center of Excellence for Data Science and Artificial Intelligence at the Saudi Data and Artificial Intelligence Authority (SDAIA) and King Abdullah University of Science and Technology (KAUST) have introduced the MiniGPT-Med model.

The large multi-modal language model is designed to help doctors quickly and accurately diagnose medical radiology using artificial intelligence techniques.

Dr. Ahmed Alsinan, the Artificial Intelligence Advisor at the National Center for Artificial Intelligence and head of the scientific team at SDAIA, explained that the MiniGPT-Med model is capable of performing various tasks such as generating medical reports, answering medical visual questions, describing diseases, locating diseases, identifying diseases, and documenting medical descriptions based on entered medical images.

The model was trained on different medical images, including X-rays, CT scans, and MRIs.

The MiniGPT-Med model, derived from large-scale language models, is specifically tailored for medical applications and demonstrates significant versatility across different imaging methods, including X-rays, CT scans, and MRI. This enhances its utility in medical diagnosis.

Dr. Alsinan highlighted that the MiniGPT-Med model was developed collaboratively by artificial intelligence specialists from SDAIA and KAUST.

The model exhibits advanced performance in generating medical reports, achieving 19% higher efficiency than previous models. It serves as a general interface for radiology diagnosis, enhancing diagnostic efficiency across various medical imaging applications.