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histopathological image

24 papers

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Co-occurring keywords

medical imaging (971) domain adaptation (4595) whole slide image (120) convolutional neural network (4226) multiple instance learning (227) weakly supervised learning (1328) semantic segmentation (3186) continual learning (1181) survival prediction (32) digital pathology (33)

Papers

Dual-Path Knowledge-Augmented Contrastive Alignment Network for Spatially Resolved Transcriptomics AAAI 2026
CiNuSeg: Class Incremental Nuclei Segmentation via Anchor-driven Consistency Learning with Dual Region Regularization AAAI 2026
FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification AAAI 2026
Virtual Multiplex Staining for Histological Images Using a Marker-Wise Conditioned Diffusion Model AAAI 2026
Unsupervised Histopathological Image Semantic Segmentation with Overlapping Patches Consistency Constraint ICCV 2025
Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning CVPR 2025
Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis ICCV 2025
Weakly Supervised Gland Segmentation with Class Semantic Consistency and Purified Labels Filtration AAAI 2025
COIN: Confidence Score-Guided Distillation for Annotation-Free Cell Segmentation ICCV 2025
Two Heads Are Enough: DualU-Net, a Fast and Efficient Architecture for Nuclei Instance Segmentation MIDL 2025
Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder CVPR 2025
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantification NIPS 2024
Incremental Nuclei Segmentation from Histopathological Images via Future-class Awareness and Compatibility-inspired Distillation CVPR 2024
Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images WACV 2023
VSGD-Net: Virtual Staining Guided Melanocyte Detection on Histopathological Images WACV 2023
ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification WACV 2023
Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images AAAI 2022
Robust Multi-Organ Nucleus Segmentation Using a Locally Rotation Invariant Bispectral U-Net MIDL 2022
Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels AAAI 2021
Tailoring automated data augmentation to H&E-stained histopathology MIDL 2021
Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution CVPR 2020
Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images CVPR 2020
Atlas of Digital Pathology: A Generalized Hierarchical Histological Tissue Type-Annotated Database for Deep Learning CVPR 2019
WSISA: Making Survival Prediction From Whole Slide Histopathological Images CVPR 2017