Helmholtz Imaging Annual Conference 2025

Session

Data Curation & Data Handling

Talk 9

25 Jun 2025, 17:15

Schinkelhalle Potsdam

Conveners

Data Curation & Data Handling: PixelPatrol: Pre-validation for Scientific Image Datasets

• Ella Bahry

21. PixelPatrol: Pre-validation for Scientific Image Datasets

Ensuring the quality and integrity of scientific image datasets upfront is crucial for reliable downstream analysis. This is particularly important with the increasing scale and complexity of data used in contemporary research, including large-scale training sets for applications such as foundation models. Discovering issues like inconsistencies or artifacts late in the workflow can lead to...