Attention‐based image segmentation and classification model for the preoperative risk stratification of thyroid nodules
We developed an image segmentation and classification model for the risk stratification of thyroid nodules benchmarking surgical histopathology as ground truth and providing visual interpretability.
Authors
- James C. Lee (ORCID: https://orcid.org/0000-0001-6679-274X)
- Karishma Jassal (ORCID: https://orcid.org/0000-0002-0379-6476)
- Melissa Edwards
- Wendy A. Brown (ORCID: https://orcid.org/0000-0002-0137-2688)
- Bruno Di Muzio (ORCID: https://orcid.org/0000-0002-0352-4112)
- Afsaneh Koohestani
- Jonathan W. Serpell (ORCID: https://orcid.org/0000-0001-6984-7275)
Institutions
- Peter MacCallum Cancer Centre (AU)
- The Alfred Hospital (AU)
- Monash University (AU)
Publication Details
- Journal
- World Journal of Surgery
- Published
- 2024-12-29
- DOI
- https://doi.org/10.1002/wjs.12464
- Citations
- 2
- Primary Topic
- Thyroid Cancer Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.72