Global Intelligence Database
The dominance of CPAP machines is waning due to poor patient tolerance and a better understanding of disease mechanisms. Emerging pharmacotherapies and weight-loss drugs offer targeted alternatives to mechanical airway support. The field is shifting towards precision medicine based on individual physiological traits.
By Eckert
Deep learning algorithms are automating the complex analysis of cardiac imaging, reducing radiation exposure while identifying invisible risk factors like arterial inflammation. By integrating functional data with anatomical scans, these tools predict cardiovascular events with greater accuracy than human interpretation alone.
By Giarletta, Zhou, Marano, De Cecco, van Assen
Researchers have enhanced the prediction of treatment retention for opioid use disorder by employing Large Language Models to analyse unstructured clinical notes. By combining these text-based insights with standard medical records, the new models identified crucial psychosocial risks often missed by traditional data analysis.
By Nateghi Haredasht, Lopez, Tate, Ashtari, Chan, Kulkarni, Chen, Vangala, Griffith, Bunning, Miner, Hernandez-Boussard, Humphreys, Lembke, Vance, Chen