Chinese university develops AI tool to detect early-stage lung cancer

The detector achieved over 90% accuracy.

Scientists from Peking University have developed an AI-powered tool to detect lung cancer at an early stage. The team conducted single-cell RNA sequencing of various early stages of lung cancer and found fat metabolism becomes abnormal in different cell types.

The scientists deployed a machine learning algorithm and selected nine lipids considered most important for early cancer detection. Based on the inputs, the scientists built an AI-enabled model for early cancer detection.

I​​n a lung cancer screening group of 1,036 participants undergoing routine CT scans at a Beijing hospital and a clinical group of 109 lung cancer patients, the detector achieved over 90% accuracy.

THE BELAMY

Sign up for your weekly dose of what's up in emerging technology.

The new detection strategy is useful for early diagnosis, supportive diagnosis, or population-based screening for many cancers, said Yin Yuxing , co-author of the paper and a professor at Peking University’s School of Basic Medical Sciences. Yin and his team had developed an AI model for detecting tumour metabolism in pancreatic and oesophagal cancers.

The scientists conducted the study on a group of 311 participants, including 171 patients with early-stage non-small cell lung cancer and 140 healthy controls, to analyse lipid-bound molecules in their plasma. Most of the participants diagnosed with lung cancer were non-smokers with stage 1 tumours, the study found.

More Great AIM Stories

SharathKumar Nair
Sharath is an ardent believer in the ‘Transhumanism’ movement. Anything and everything about technology excites him. At Analytics India Magazine, he writes about artificial intelligence, cybersecurity and the impact these emerging technologies have on day-to-day human lives. When not working on a story, he spends his time reading tech novels and watching sci-fi movies and series.

Our Upcoming Events

Conference, in-person (Bangalore)
Machine Learning Developers Summit (MLDS) 2023
19-20th Jan, 2023

Conference, in-person (Bangalore)
Rising 2023 | Women in Tech Conference
16-17th Mar, 2023

Conference, in-person (Bangalore)
Data Engineering Summit (DES) 2023
27-28th Apr, 2023

Conference, in-person (Bangalore)
MachineCon 2023
23rd Jun, 2023

Conference, in-person (Bangalore)
Cypher 2023
20-22nd Sep, 2023

3 Ways to Join our Community

Whatsapp group

Discover special offers, top stories, upcoming events, and more.

Discord Server

Stay Connected with a larger ecosystem of data science and ML Professionals

Subscribe to our newsletter

Get the latest updates from AIM