Tag

Image Integrity

All articles tagged with #image integrity

Thousands of dubious antibody validation images spark industry-wide scrutiny
science5 days ago

Thousands of dubious antibody validation images spark industry-wide scrutiny

Science sleuth Reese Richardson has flagged more than 18,000 questionable validation images across 15 antibody vendors, expanding May’s Thermo Fisher findings. Automated image–manipulation checks and manual review reveal repeated backgrounds and other edits on validation images, suggesting many catalog entries may not reflect tested performance. Four companies account for most flags; Thermo Fisher and LSBio have issued statements, while others did not comment. While not proving defects, the results raise serious questions about the reliability of commercial antibodies and highlight ongoing reproducibility and cost concerns in biomedical research.

AI Outperforms Humans in Detecting Troublesome Images in Research Papers
science-and-technology2 years ago

AI Outperforms Humans in Detecting Troublesome Images in Research Papers

Artificial intelligence (AI) tools are proving to be more effective than human specialists at detecting duplicated and manipulated images in scientific research papers. Independent biologist Sholto David compared his own manual analysis of papers with an AI tool called Imagetwin and found that the software was able to identify almost all of the suspect papers he had flagged, as well as additional ones he had missed. Academic publishers are increasingly turning to AI tools like Imagetwin to address the problem of image manipulation in scientific papers, with some journals developing their own software for image checking. However, experts caution that AI should be used as a supplement to human expertise, as it can still miss certain types of image alterations.