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.



Apple’s China Market Share Shrinks as Huawei Surges, Data Shows 

A woman walks past a logo of Apple Inc in Wuhan, Hubei province July 24, 2013. (Reuters)
A woman walks past a logo of Apple Inc in Wuhan, Hubei province July 24, 2013. (Reuters)
TT

Apple’s China Market Share Shrinks as Huawei Surges, Data Shows 

A woman walks past a logo of Apple Inc in Wuhan, Hubei province July 24, 2013. (Reuters)
A woman walks past a logo of Apple Inc in Wuhan, Hubei province July 24, 2013. (Reuters)

Apple's market share in China shrank by two percentage points in the second quarter of 2024, as the tech giant faced intensifying competition from rivals like Huawei, according to data from market research firm Canalys.

The decline underscores the difficulties the US tech giant faces in its third-largest market.

Huawei's smartphone shipments surged 41% year-on-year in the quarter, bolstered by the launch of its new Pura 70 series in April.

The Canalys data, while not providing specific shipment figures for Apple, showed that the company's market share in China dropped to 14% in the second quarter of 2024, a decrease from 16% in the same quarter of 2023.

As a result of this decline, Apple's ranking in the Chinese smartphone market fell from third to sixth place.

Overall, China's smartphone shipments rose by 10% in the quarter, Canalys said. Vivo was the top vendor with a share of 19%, followed by Oppo, Honor and Huawei with 16%, 15% and 15% respectively.

"Domestic manufacturers have demonstrated market leadership, occupying the top five positions in the mainland Chinese market for the first time in history," said Lucas Zhong, research analyst at Canalys.

"On the other hand, Apple faces growth pressure in the Chinese market and is actively focusing on optimizing channel management."

Huawei made a comeback to the high-end smartphone segment last August with the release of a device powered by a domestically-made chip, defying US sanctions that have cut off its access to the global chipset supply chain.

In an effort to boost sales, Apple has ramped up its discounting efforts this year to entice consumers. The US company launched an aggressive campaign in May, doubling the scale of an earlier promotion in February and offering price cuts of up to 2,300 yuan ($318.84) on select iPhone models.

Analysts expect Huawei's strong performance to continue throughout the year. Canadian research firm TechInsights projected earlier this year that Huawei's overall smartphone shipments in China will exceed 50 million units in 2024, with the Pura 70 series accounting for 10 million of those shipments.

That would make Huawei the No. 1 seller with a 19% market share, up from 12% in 2023, TechInsights has said.