AI facial health recognition tools help physicians assess age and survival risk to guide personalized treatment
Peer-Reviewed Publication
Updates every hour. Last Updated: 24-Oct-2026 12:17 ET (24-Oct-2026 16:17 GMT/UTC)
Mass General Brigham researchers developed FAHR-Face, a foundation AI model trained on more than 40 million facial photographs, and used it to create two tools that estimate biological age and predict survival outcomes in patients with cancer from a simple photo. Their new study found the model improved upon the team's earlier FaceAge technology, remained robust across common photo variations, cosmetic procedures and presence of makeup, and showed that lifestyle factors such as smoking and alcohol and drug use were associated with accelerated facial aging.
Nitrogen fertilizers are essential for crop production, but much of the nitrogen applied to agricultural soils is lost before plants can use it. These losses not only waste valuable nutrients but also contribute to environmental pollution and greenhouse gas emissions. Scientists have now discovered that adding manganese to biochar can help soil retain more nitrogen by strengthening a natural microbial process.
Agricultural residues, wood waste, and other discarded plant materials could become valuable resources for cleaner energy and environmental technologies. Yet producing consistently high-performing carbon materials from these renewable resources remains a major challenge. Scientists now highlight a critical reason: the properties of the original biomass can determine how well the final carbon material performs.
The use of robots, drones and AI tools in agriculture is already paying off on 42% of the world’s cropland. This could increase to 50% in the next 20 years and to as much as 75% if every country tightened environmental regulations. If every country loosened its regulations it would fall to 31%. These are the main findings from an international study led by the University of Bonn, which is the first to estimate the profitability of smart farming worldwide. What is more, high-tech agriculture often proves profitable precisely in parts of the world struggling with environmental problems such as water stress and overfertilization. The results of the study have been published in the journal PNAS.