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Map3D: Registration Based Multi-Object Tracking on 3D Serial Whole Slide Images [article]

Ruining Deng, Haichun Yang, Aadarsh Jha, Yuzhe Lu, Peng Chu, Agnes B. Fogo, Yuankai Huo
<span title="2021-03-25">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The innovations of the Map3D method are three-fold: (1) the large-scale glomerular association is formed as a new multi-object tracking (MOT) perspective; (2) the quality-aware whole series registration  ...  In this paper, we propose a novel Multi-object Association for Pathology in 3D (Map3D) method for automatically identifying and associating large-scale cross-sections of 3D objects from routine serial  ...  Fig. 1 . 1 This figure shows the challenges of performing multi-object tracking (MOT) for large-scale glomerular identification and association on serial sectioned whole slide images (WSI).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="">arXiv:2006.06038v2</a> <a target="_blank" rel="external noopener" href="">fatcat:ldjacfjyxba7nddp7tdkmciyoa</a> </span>
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