Development of a machine learning model using electrocardiogram signals to improve acute pulmonary embolism screening.
Sulaiman S SomaniHossein HonarvarSukrit NarulaIsotta LandiShawn LeeYeraz KhachatoorianArsalan RehmaniAndrew KimJessica K De FreitasShelly TengSuraj K JaladankiArvind KumarAdam J RussakShan P ZhaoRobert FreemanMatthew A LevinGirish N NadkarniAlexander C KagenEdgar ArgulianBenjamin Scott GlicksbergPublished in: European heart journal. Digital health (2021)
Synergistic deep learning of ECG waveforms with traditional clinical variables can increase the specificity of PE detection in patients at least at moderate suspicion for PE.