Yazar "Yılmaztürk, Nevin" için listeleme
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Data analysis in health and big data: A machine learning medical diagnosis model based on patients’ complaints
Silahtaroğlu, Gökhan; Yılmaztürk, Nevin (Taylor and Francis Inc., 2021)The emergence of big data made it possible to make better predictions and discover hidden patterns which contain a load of useful information. Like other domains, health discipline is also enjoying this new data science ... -
The effect of digitalization of nursing forms in ICUs on time and cost
Yılmaztürk, Nevin; Köse, İlker; Cece, Sinem (BMC, 2023)ObjectiveIntensive Care Units are one of the areas with the lowest digitization rate. This study aims to measure the effect of digitizing medical records kept in paper forms in ICUs on time-saving and paper consumption. ... -
A machine learning approach to predict creatine kinase test results
Canbolat, Zehra Nur; Silahtaroğlu, Gökhan; Doğuç, Özge; Yılmaztürk, Nevin (Ital Publication, 2020)Most of the research done in the literature are based on statistical approaches and used for deriving reference limits based on lab results. As more data are available to the researchers, ML methods are more effectively ... -
Yoğun bakım ünitelerinde tıbbi kayıtların dijitalleşmesinin iş süreçlerine etkisi
Yılmaztürk, Nevin (İstanbul Medipol Üniversitesi Sağlık Bilimleri Enstitüsü, 2019)Sağlık bakım hizmetleri sunumunda verinin dijitalleşmesinin en düşük olduğu alanlardan birisi yoğun bakım üniteleridir. Bu çalışmanın amacı, yoğun bakım ünitelerinde kâğıt formlar üzerinde tutulan tıbbi kayıtların ...