whole slide image

Trainable Prototype Enhanced Multiple Instance Learning for Whole Slide Image Classification MIDL 2023 Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images CVPR 2023 Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification NeurIPS 2022 DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification CVPR 2022 Dual-Curriculum Contrastive Multi-Instance Learning for Cancer Prognosis Analysis with Whole Slide Images NeurIPS 2022 Explainable Survival Analysis with Convolution-Involved Vision Transformer AAAI 2022 H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis AAAI 2022 Inference of captions from histopathological patches MIDL 2022 Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification CVPR 2022 OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology NeurIPS 2022 SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification NeurIPS 2022 A regularization term for slide correlation reduction in whole slide image analysis with deep learning MIDL 2021 Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification MIDL 2021 CNN and Deep Sets for End-to-End Whole Slide Image Representation Learning MIDL 2021 Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring AAAI 2021 Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning CVPR 2021 Nuc2Vec: Learning Representations of Nuclei in Histopathology Images with Contrastive Loss MIDL 2021 TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification NeurIPS 2021 Evaluating and interpreting caption prediction for histopathology images MLHC 2020 Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images CVPR 2020 SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification CVPR 2020 Adaptive Weighting Multi-Field-Of-View CNN for Semantic Segmentation in Pathology CVPR 2019 HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images ICCV 2019 Multi-Stage Pathological Image Classification Using Semantic Segmentation ICCV 2019 Segmenting Potentially Cancerous Areas in Prostate Biopsies using Semi-Automatically Annotated Data MIDL 2019