Browsing UiS Brage by Author "Storås, Andrea"
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Predicting an unstable tear film through artificial intelligence
Fineide, Fredrik; Storås, Andrea; Chen, Xiangjun; Magnø, Morten Schjerven; Yazidi, Anis; Riegler, Michael; Utheim, Tor Paaske (Peer reviewed; Journal article, 2022)Dry eye disease is one of the most common ophthalmological complaints and is defined by a loss of tear film homeostasis. Establishing a diagnosis can be time-consuming, resource demanding and unpleasant for the patient. ... -
The Generation of Synthetic Healthcare Data Using Deep Neural Networks
Hossein Zadeh Nik, Alireza (Master thesis, 2022)High-quality tabular data is a crucial requirement for developing data-driven applications, especially healthcare-related ones, because most of the data nowadays collected in this context is in tabular form. However, strict ...