The model scored 0.810 on a measure of distinguishing people who developed atrial fibrillation within 10 years from those who did not.The model scored 0.810 on a measure of distinguishing people who developed atrial fibrillation within 10 years from those who did not.
A 19-protein score achieved 0.80 versus 0.76 for clinical risk factors alone on a measure of how well it distinguished future heart failure cases.A 19-protein score achieved 0.80 versus 0.76 for clinical risk factors alone on a measure of how well it distinguished future heart failure cases.
Under the new definition, people with obesity and clinical risk factors had higher cardiovascular risk than those without obesity, with an adjusted hazard ratio of 1.67.Under the new definition, people with obesity and clinical risk factors had higher cardiovascular risk than those without obesity, with an adjusted hazard ratio of 1.67.
Seven-year rates of atrial fibrillation, an irregular heartbeat, were 6.4% in people flagged by an artificial intelligence heart-tracing model, versus 2.1% in those not…Seven-year rates of atrial fibrillation, an irregular heartbeat, were 6.4% in people flagged by an artificial intelligence heart-tracing model, versus 2.1% in those not flagged.
Scan features scored 0.83 versus 0.74 for a clinical risk score in distinguishing who developed the condition; 1 would mean perfect separation.Scan features scored 0.83 versus 0.74 for a clinical risk score in distinguishing who developed the condition; 1 would mean perfect separation.
For 10-year heart failure prediction, a scan-based model scored 0.84 versus 0.72 for a clinical score in distinguishing future cases from people who remained unaffected.For 10-year heart failure prediction, a scan-based model scored 0.84 versus 0.72 for a clinical score in distinguishing future cases from people who remained unaffected.
An observational analysis of 2,968 CARDIA participants and 4,294 MESA participants linked accumulated burden to unfavorable heart structure and function and higher…An observational analysis of 2,968 CARDIA participants and 4,294 MESA participants linked accumulated burden to unfavorable heart structure and function and higher cardiovascular event risk.
Each extra hour of deep sleep was linked to 13.5% lower relative risk; each extra hour of rapid eye movement sleep to 11.3% lower risk.Each extra hour of deep sleep was linked to 13.5% lower relative risk; each extra hour of rapid eye movement sleep to 11.3% lower risk.
Positive combined screens were linked to 3.4-fold and 4.3-fold relative heart failure risks versus negative screens at Massachusetts General and Emory, respectively.Positive combined screens were linked to 3.4-fold and 4.3-fold relative heart failure risks versus negative screens at Massachusetts General and Emory, respectively.
Who was studiedPatients without prior heart failure, 3.6 and 5.9 years, against negative screens
What changedHeart failure risk was higher with positive combined screens: 3.4-fold at Massachusetts General and 4.3-fold at Emory versus negative screens
The catchHealth differences beyond the factors included in the analysis may have contributed to the links