Weronika HryniewskainResponsibleMLWhat should you know before publishing your first AI research paper?There are a few tools without which I couldn’t work and write research papers.Dec 17, 20211Dec 17, 20211
Weronika HryniewskainResponsibleMLPrevention is better than cure: a case study of the abnormalities detection in the chestWe would like to demonstrate how tests for data imbalance exposes faults in the data acquisition and and annotation process.Aug 14, 2021Aug 14, 2021
Weronika HryniewskainResponsibleMLCheck your model — checklist for responsible deep learning modelingWell-prepared checklists significantly improve the quality of the modeling process. They help to avoid, or quickly detect and fix, errors…Jul 26, 2021Jul 26, 2021
Weronika HryniewskainResponsibleMLTop explanation methods for medical imagesIn this article, we will give a quick introduction to explanation methods (XAI) and then review the explanation methods used to classify…Jul 19, 2021Jul 19, 2021
Weronika HryniewskainResponsibleMLPrepare responsible COVID-19 image modelHow to prepare a responsible model? To answer this question, we should look closer to the domain of our research — medicine, radiology…Jul 12, 2021Jul 12, 2021
Weronika HryniewskainResponsibleMLCOVID-19 image databases— problems & hintsIf you are looking for high-quality data resources for COVID-19 model training on lung images (CT and X-ray), you are in a good place…Jul 5, 2021Jul 5, 2021
