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.



North Korean Charged in Cyberattacks on US Hospitals, NASA and Military Bases

A man who allegedly carried out cybercrimes for a North Korean military intelligence agency has been indicted in a conspiracy to hack hospitals and health care providers in several US states. - The AP
A man who allegedly carried out cybercrimes for a North Korean military intelligence agency has been indicted in a conspiracy to hack hospitals and health care providers in several US states. - The AP
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North Korean Charged in Cyberattacks on US Hospitals, NASA and Military Bases

A man who allegedly carried out cybercrimes for a North Korean military intelligence agency has been indicted in a conspiracy to hack hospitals and health care providers in several US states. - The AP
A man who allegedly carried out cybercrimes for a North Korean military intelligence agency has been indicted in a conspiracy to hack hospitals and health care providers in several US states. - The AP

A North Korean military intelligence operative has been indicted in a conspiracy to hack into American health care providers, NASA, US military bases and international entities, stealing sensitive information and installing ransomware to fund more attacks, federal prosecutors announced Thursday.

The indictment of Rim Jong Hyok by a grand jury in Kansas City, Kansas, accuses him of laundering the money through a Chinese bank and then using it to buy computer servers and fund more cyberattacks on defense, technology and government entities around the world.

The hacks on American hospitals and other health care providers disrupted the treatment of patients, officials said. He's accused of targeting 17 entities across 11 US states, including NASA and US military bases, as well as defense and energy companies in China, Taiwan and South Korea, according to The AP.

For more than three months, Rim and other members of the Andariel Unit of North Korea's Reconnaissance General Bureau had access to NASA’s computer system, extracting over 17 gigabytes of unclassified data, the indictment says. They also reached inside computer systems for defense companies in Michigan and California, as well as Randolph Air Force base in Texas and Robins Air Force base in Georgia, authorities say.

The malware enabled the state-sponsored Andariel group to send stolen information to North Korean military intelligence, furthering the country’s military and nuclear aspirations, federal prosecutors said. They've gone after details of fighter aircraft, missile defense systems, satellite communications and radar systems, a senior FBI official said.

“While North Korea uses these types of cyber crimes to circumvent international sanctions and fund its political and military ambitions, the impact of these wanton acts have a direct impact on the citizens of Kansas,” said Stephen A. Cyrus, an FBI agent based in Kansas City.

Online court records do not list an attorney for Rim, who has lived in North Korea and worked at the military intelligence agency’s offices in both Pyongyang and Sinuiju, according to court records. A reward of up to $10 million has been offered for information that could lead to him or other foreign government operatives who target critical US infrastructure.

The Justice Department has prosecuted multiple cases related to North Korean hacking, often alleging a profit-driven motive that sets the nation's cybercriminals apart from hackers in Russia and China. In 2021, for instance, the department charged three North Korean computer programmers in a broad range of hacks including a destructive attack targeting an American movie studio and the attempted theft and extortion of more than $1.3 billion from banks and companies around the world.

In this case, the FBI was alerted by a Kansas medical center that was hit in May 2021. Hackers had encrypted its files and servers, blocking access to patient files, laboratory test results and computers needed to operate hospital equipment. A Colorado health care provider was affected by the same Maui ransomware variant.

A ransom note sent to the Kansas hospital demanded Bitcoin payments valued then at about $100,000, to be sent to a cryptocurrency address.

“Otherwise all of your files will be posted in the Internet which may lead you to loss of reputation and cause the troubles for your business,” the note reads. “Please do not waste your time! You have 48 hours only! After that the Main server will double your price.”

Federal investigators said they traced blockchains to follow the money: An unnamed co-conspirator transferred the Bitcoin to a virtual currency address belonging to two Hong Kong residents before it was converted into Chinese currency and transferred to a Chinese bank. The money was then accessed from an ATM in China next to the Sino-Korean Friendship Bridge connecting China and North Korea, according to court records.

In 2022, the Justice Department said the FBI seized approximately $500,000 in ransom payments from the money laundering accounts, including the entire ransom payment from the hospital.

An arrest of Rim is unlikely, so the biggest outcome of the indictment is that it may lead to sanctions that could cripple the ability of North Korea to collect ransoms this way, which could in turn remove the motivation to conduct cyber attacks on entities like hospitals in the future, according to Allan Liska, an analyst with the cybersecurity firm Recorded Future.

“Now, unfortunately, that will force them to do more cryptocurrency theft. So it’s not going to stop their activity. But the hope is that we won’t have hospitals disrupted by ransomware attacks because they’ll know that they can’t get paid,” Liska said.

He also noted that a Chinese entity was among the victims and questioned what the country, which is an ally of North Korea, thinks of being targeted.

“China can’t be too thrilled about that,” he said.