79 citations · 92 across the 5 of their papers we have counts for
3 papers · 1 filter
Multi-scale attention-based instance segmentation for measuring crystals with large size variation
Theresa Neubauer, Astrid Berg, Maria Wimmer +8
Quantitative measurement of crystals in high-resolution images allows for important insights into underlying material characteristics. Deep learning has shown great progress in vis…
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods
Astrid Berg, Eva Vandersmissen, Maria Wimmer +6
To facilitate both the detection and the interpretation of findings in chest X-rays, comparison with a previous image of the same patient is very valuable to radiologists. Today, t…
Fully Convolutional Architectures for Multi-Class Segmentation in Chest Radiographs
Alexey A. Novikov, Dimitrios Lenis, David Major +3
The success of deep convolutional neural networks on image classification and recognition tasks has led to new applications in very diversified contexts, including the field of med…