⌘+K

Pulse Explore Communities Researchers Journals

Home Communities Explore

September 1, 2025Open Access

Supplementary Figure S1 from GPSai: A Clinically Validated AI Tool for Tissue of Origin Prediction during Routine Tumor Profiling

Hassan Ghani Anthony Helmstetter Jennifer R. Ribeiro Todd Maney Stephanie Rock Rebecca Feldman Jeffrey Swensen Farah Abdulla David Spetzler Elena Florento Ari M. Vanderwalde Patricia Pittman Milan Radovich Jaclyn F. Hechtman Casey Bales George W. Sledge Myra M. George David Bryant Jim Abraham Matthew J. Oberley

View Full Paper

Ask AI

Bookmark

Share

Key Points

The AI tool predicts tissue of origin during tumor profiling, improving diagnostic accuracy.
The model trained on 90 cancer categories from a diverse set of samples enhances categorization.
Assessment of the model utilizes the hierarchy of oncotree cancer categories, ensuring comprehensive coverage.
This advancement supports clinicians in making informed decisions about tumor classification.

Implication

AI tool predicts tissue of origin in tumors, highlighting 90 cancer categories in profiling.

Abstract

Hierarchy of 90 Oncotree cancer categories covered by GPSai model and sample counts per category used to train the model.

Discussion

No takes yet. Share an insight, caveat, or question.

Cite This Study

Ghani et al. (2025) studied this question.

synapsesocial.com/papers/68bb49cc6d6d5674bccffaac https://doi.org/10.1158/2767-9764.30022004

View Full Paper

Ask AI

Bookmark

Share

Keep reading

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1Supplementary Figure S8 from GPSai: A Clinically Validated AI Tool for Tissue of Origin Prediction during Routine Tumor Profiling2025
2Supplementary Figure S4 from GPSai: A Clinically Validated AI Tool for Tissue of Origin Prediction during Routine Tumor Profiling2025
3Supplementary Figure S6 from GPSai: A Clinically Validated AI Tool for Tissue of Origin Prediction during Routine Tumor Profiling2025
4Table 1 from GPSai: A Clinically Validated AI Tool for Tissue of Origin Prediction during Routine Tumor Profiling2025
5Supplementary Figure S7 from GPSai: A Clinically Validated AI Tool for Tissue of Origin Prediction during Routine Tumor Profiling2025

Figure 3 from GPSai: A Clinically Validated AI Tool for Tissue of Origin Prediction during Routine Tumor Profiling2025
Figure 1 from GPSai: A Clinically Validated AI Tool for Tissue of Origin Prediction during Routine Tumor Profiling2025
Figure 2 from GPSai: A Clinically Validated AI Tool for Tissue of Origin Prediction during Routine Tumor Profiling2025