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To tackle these issues, a detailed audio dataset was created with Polish medical terms spoken by doctors and specialists in areas like cardiology and pulmonology.

"Our findings underscore the role of social determinants of health -- such as race and income -- in driving disparities in maternal health, suggesting that efforts to reduce maternal morbidity need to address both racial inequalities and economic hardship," said study co-author Dr. Lynn Yee, associate professor of obstetrics and pulmonology at Northwestern University Feinberg School of Medicine and a Northwestern Medicine maternal fetal medicine physician.

"We think our work will be significant for several medical specializations, including cardiology, pulmonology, neurology, psychiatry, and psychological research," Krishna said.

"This newly approved use for Xolair will provide a treatment option to reduce the risk of harmful allergic reactions among certain patients with IgE-mediated food allergies," said Dr. Kelly Stone, associate director Division of Pulmonology, Allergy, and Critical Care in the FDA's Center for Drug Evaluation and Research,

Collecting their data between 2019 and 2021, the researchers included the first wave of the COVID-19 pandemic when they said “high levels of burnout” occurred in anesthesia, pulmonology and emergency care.