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cs.CV2023
ReshapeIT: Reliable Shape Interaction with Implicit Template for Anatomical Structure Reconstruction
Minghui Zhang, Hao Zheng, Yawen Huang +2
Shape modeling of volumetric medical images is crucial for quantitative analysis and surgical planning in computer-aided diagnosis. To alleviate the burden of expert clinicians, re…
cs.CV2023
Shapley Values-enabled Progressive Pseudo Bag Augmentation for Whole Slide Image Classification
Renao Yan, Qiehe Sun, Cheng Jin +4
In computational pathology, whole-slide image (WSI) classification presents a formidable challenge due to its gigapixel resolution and limited fine-grained annotations. Multiple-in…
q-bio.QM2023
The Whole Pathological Slide Classification via Weakly Supervised Learning
Qiehe Sun, Jiawen Li, Jin Xu +3
Due to its superior efficiency in utilizing annotations and addressing gigapixel-sized images, multiple instance learning (MIL) has shown great promise as a framework for whole sli…