computational pathology

SMILE: A Scale-aware Multiple Instance Learning Method for Multicenter STAS Lung Cancer Histopathology Diagnosis IJCAI 2025 Weakly Supervised Gland Segmentation with Class Semantic Consistency and Purified Labels Filtration AAAI 2025 WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image ICCV 2025 Diffusion-Based Generation of Histopathological Whole Slide Images at a Gigapixel Scale WACV 2024 DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection AAAI 2024 Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology CVPR 2024 Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology CVPR 2024 PathLDM: Text Conditioned Latent Diffusion Model for Histopathology WACV 2024 STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics NeurIPS 2024 Transcriptomics-guided Slide Representation Learning in Computational Pathology CVPR 2024 Benchmarking Self-Supervised Learning on Diverse Pathology Datasets CVPR 2023 Considerations for data acquisition and modeling strategies: Mitosis detection in computational pathology MIDL 2023 LNPL-MIL: Learning from Noisy Pseudo Labels for Promoting Multiple Instance Learning in Whole Slide Image ICCV 2023 nnUNet meets pathology: Bridging the gap for application to whole slide images and computational biomarkers MIDL 2023 OCELOT: Overlapped Cell on Tissue Dataset for Histopathology CVPR 2023 RLogist: Fast Observation Strategy on Whole-Slide Images with Deep Reinforcement Learning AAAI 2023 Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification CVPR 2022 Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning CVPR 2022 CNN and Deep Sets for End-to-End Whole Slide Image Representation Learning MIDL 2021 Multiple Instance Captioning: Learning Representations From Histopathology Textbooks and Articles CVPR 2021 Quantifying Explainers of Graph Neural Networks in Computational Pathology CVPR 2021 Sparse-Shot Learning With Exclusive Cross-Entropy for Extremely Many Localisations ICCV 2021