Fredrik Fineide, Andrea M. Storås, Xiangjun Chen, Morten Schjerven Magnø et al.
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. In this pilot study, we retrospectively included clinical data from 431 patients...
Andrea M. Storås, S. Maeland, Jonas L. Isaksen, Steven A. Hicks et al.
OBJECTIVE: Evaluate popular explanation methods using heatmap visualizations to explain the predictions of deep neural networks for electrocardiogram (ECG) analysis and provide recommendations for selection of explanations methods. MATERIALS AND METHODS: A residual deep neural network was trained on...
Andrea M. Storås, Maximilian Dreyer, Frederik Pahde, Sebastian Lapuschkin et al.
Complex artificial intelligence models, like deep neural networks, have shown exceptional capabilities to detect early-stage polyps and tumors in the gastrointestinal tract. These technologies are already beginning to assist gastroenterologists in the endoscopy suite. To understand how these complex...