Sökning: "Machine learning personal- ization"

Hittade 1 uppsats innehållade orden Machine learning personal- ization.

  1. 1. Machine Learning personalizationfor hypotension prediction

    Master-uppsats, KTH/Medicinteknik och hälsosystem

    Författare :Clara Escorihuela Altaba; [2022]
    Nyckelord :Arterial blood pressure; Hypotension prediction; Machine learning personal- ization; Domain adaptation; Data grouping; Arteriellt blodtryck; Börutsägelse av hypotoni; Personaliserad maskininlär- ning; Domänanpassning; Datagruppering.;

    Sammanfattning : Perioperative hypotension (PH), commonly a side effect of anesthesia,is one of the main mortality causes during the 30 posterior days of asurgical procedure. Novel research lines propose combining machinelearning algorithms with the Arterial Blood Pressure (ABP) waveform tonotify healthcare professionals about the onset of a hypotensive event withtime advance and prevent its occurrence. LÄS MER