Igor Zingman
YOU?
Author Swipe
View article: Insights into the Identification of iPSC- and Monocyte-Derived Macrophage-Polarizing Compounds by AI-Fueled Cell Painting Analysis Tools
Insights into the Identification of iPSC- and Monocyte-Derived Macrophage-Polarizing Compounds by AI-Fueled Cell Painting Analysis Tools Open
Macrophage polarization critically contributes to a multitude of human pathologies. Hence, modulating macrophage polarization is a promising approach with enormous therapeutic potential. Macrophages are characterized by a remarkable functi…
A comparative evaluation of image-to-image translation methods for stain transfer in histopathology Open
Image-to-image translation (I2I) methods allow the generation of artificial images that share the content of the original image but have a different style. With the advances in Generative Adversarial Networks (GANs)-based methods, I2I meth…
Learning image representations for anomaly detection: application to discovery of histological alterations in drug development Open
We present a system for anomaly detection in histopathological images. In histology, normal samples are usually abundant, whereas anomalous (pathological) cases are scarce or not available. Under such settings, one-class classifiers traine…
Detection of Fragmented Rectangular Enclosures in Very High Resolution Remote Sensing Images Open
We develop an approach for the detection of ruins of livestock enclosures (LEs) in alpine areas captured by high-resolution remotely sensed images. These structures are usually of approximately rectangular shape and appear in images as fai…
Semi-Automated Detection of Fragmented Rectangular Structures in High Resolution Remote Sensing Images with Application in Archaeology Open
Automated visual analysis has substantially advanced in recent years, allowing a variety of targets to be automatically detected. Remarkably successful algorithms and technologies have been developed, e.g., for face detection and for obsta…
Crowd workers proven useful : a comparative study of subjective video quality assessment Open
We carried out crowdsourced video quality as- sessments using paired comparisons and converting the results to differential mean opinion scores (DMOS). A previous lab- based study had provided corresponding MOS-values for absolute category…