Point Projection Mapping System for Tracking, Registering, Labeling, and Validating Optical Tissue Measurements.
J Imaging
; 10(2)2024 Jan 30.
Article
in En
| MEDLINE
| ID: mdl-38392085
ABSTRACT
The validation of newly developed optical tissue-sensing techniques for tumor detection during cancer surgery requires an accurate correlation with the histological results. Additionally, such an accurate correlation facilitates precise data labeling for developing high-performance machine learning tissue-classification models. In this paper, a newly developed Point Projection Mapping system will be introduced, which allows non-destructive tracking of the measurement locations on tissue specimens. Additionally, a framework for accurate registration, validation, and labeling with the histopathology results is proposed and validated on a case study. The proposed framework provides a more-robust and accurate method for the tracking and validation of optical tissue-sensing techniques, which saves time and resources compared to the available conventional techniques.
Full text:
1
Collection:
01-internacional
Database:
MEDLINE
Language:
En
Journal:
J Imaging
Year:
2024
Document type:
Article
Affiliation country:
Países Bajos
Country of publication:
Suiza