Health sciences and technology – Emerging AI Weekly™

Future science at the molecular level

Emerging AI Weekly™September 23, 20230202 views

Innovating at the intersection of chemistry, biology, and engineering, Professor Brad Pentelute and the Pentelute Lab at MIT invent new chemistry, platforms, and techniques that might revolutionize therapeutics. Their formula in brief: nature-inspired research that begins at the molecular level, infused with state-of-the-art machine learning and automation, aimed at solving real-world problems. Take, for example, biotechnology’s longstanding protein delivery problem.…

How an archeological approach can help leverage biased data in AI to improve medicine

Emerging AI Weekly™September 15, 20230190 views

The classic computer science adage “garbage in, garbage out” lacks nuance when it comes to understanding biased medical data, argue computer science and bioethics professors from MIT, Johns Hopkins University, and the Alan Turing Institute in a new opinion piece published in a recent edition of the New England Journal of Medicine (NEJM). The rising popularity of artificial intelligence has…

How machine learning models can amplify inequities in medical diagnosis and treatment

Emerging AI Weekly™August 19, 20230184 views

Prior to receiving a PhD in computer science from MIT in 2017, Marzyeh Ghassemi had already begun to wonder whether the use of AI techniques might enhance the biases that already existed in health care. She was one of the early researchers to take up this issue, and she’s been exploring it ever since. In a new paper, Ghassemi, now…

Is medicine ready for AI? Doctors, computer scientists, and policymakers are cautiously optimistic

Emerging AI Weekly™May 18, 20230201 views

The advent of generative artificial intelligence models like ChatGPT has prompted renewed calls for AI in health care, and its support base only appears to be broadening. The second annual MIT-MGB AI Cures Conference, hosted on April 24 by the Abdul Latif Jameel Clinic for Machine Learning in Health (Jameel Clinic), saw its attendance nearly double this year, with over…

MIT faculty tackle big ideas in a symposium kicking off Inauguration Day

Emerging AI Weekly™May 1, 202301.8K views

Big ideas took the stage on Monday morning, ahead of the inauguration of MIT’s 18th president, Sally Kornbluth. As final preparations were underway on Killian Court for the afternoon’s ceremonies, members of the MIT community gathered to welcome Kornbluth with an academic symposium exploring the theme “Where Big Ideas Come From — and Why They Matter.” Held at MIT’s Samberg…