TSA-inspired micro tomosythesis scanner for rapid scouting of histopathology samples
David T. Nguyen, Thomas C. Larsen, Muyang Wang, Russel H. Knutsen,, Zhihong Yang, Eric E. Bennett, Dumitru Mazilu, Zu-Xi Yu, Xi Tao, Danielle R., Donahue, Ahmed Gharib, Christopher K. E. Bleck, Joel Moss, Beth A. Kozel,, Alan T. Remaley, Han Wen

TL;DR
This paper introduces a TSA-inspired micro tomosynthesis scanner that enables rapid, high-contrast 3D imaging of tissue samples, significantly speeding up pathology workflows and improving detection of features like calcification.
Contribution
It presents a novel TSA-inspired x-ray tomosynthesis method that outperforms traditional micro CT in speed and contrast, suitable for routine pathology sample scouting.
Findings
10-fold faster imaging than micro CT
4.8-fold better contrast-to-noise ratio
Effective in quantifying calcification in tissue samples
Abstract
In pathology protocols, each tissue block can generate a large number of sections making it impractical to analyze every section. X-ray microscopy that provides a rapid survey of intact tissue blocks can help pinpoint the relevant structures in 3D space for subsequent analysis, and thus reduce workload and enable further automation downstream. Unlike dedicated virtual histology studies by traditional micro computed tomography (CT), routine scout imaging is constrained by a time window of minutes and minimal sample handling to avoid interfering with the pathology protocols. Traditional micro CT was not able to meet the requirements due to lengthy study times or sample alteration by the introduction of x-ray contrast agents. A form of x-ray tomosynthesis used in security screening was found to be efficient for rapid microscopy of unstained samples. When compared to a commercial micro CT…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced X-ray and CT Imaging · AI in cancer detection · Medical Imaging Techniques and Applications
