ROI, Annotation, Labels: Mastering Image Annotation in Pathology

Sep 7, 2023 | Blog posts, IKOSA AI

Microscopy image annotation and pathology annotation, in particular, are tasks that require a lot of attention to detail. To be able to train Deep Learning Computer Vision Applications, which perform advanced tasks such as detection, segmentation, and classification...

Automated Data Adaptation for the Segmentation of Blood Vessels

Jul 23, 2023 | Publications

This paper addresses domain shifts in image analysis for diagnostics, causing compatibility issues with AI models for segmentation. Two approaches are presented: one using heuristic optimization to adapt input images through selected algorithms and parameter...

Learning From the JUMP CP Pilot Data: Insights for Platform Development

Jun 5, 2023 | Posters

Together with Core Life Analytics, we have embarked on a collaborative project at the forefront of target and drug discovery. IKOSA and StratoMineR provide a comprehensive solution for analyzing, visualizing, and prioritizing features within the JUMP CP dataset. By...

A Fast Approach for Fully-Automated Cell Painting Image Analysis and Feature Extraction from Raw Image Data

May 24, 2023 | Posters

In this innovative collaboration with Core Life Analytics we aim to transform cell profiling and reproducible morphological profiling in the pursuit of advanced drug discovery. Our companies are driven by a shared vision to make cell profiling easily accessible to...

Drug Discovery Screening in Scalable Organotypic 3D Models

Mar 1, 2023 | Posters

We joined forces with InSphero to advance the field of 3D organotypic modeling in drug discovery. Leveraging InSphero’s expertise in developing scalable and reproducible organotypic models and our deep learning image analysis solutions, our mutual project aims...