conftrace_

whole slide image

120 papers

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Also known as

WSI

Co-occurring keywords

multiple instance learning (227) medical imaging (971) computational pathology (37) multi-instance learning (130) graph neural network (3962) weakly supervised learning (1328) whole slide imaging (24) survival prediction (32) representation learning (6206) histopathology image (41)

Papers

OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology NIPS 2022
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification CVPR 2022
Explainable Survival Analysis with Convolution-Involved Vision Transformer AAAI 2022
Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning CVPR 2021
Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring AAAI 2021
Nuc2Vec: Learning Representations of Nuclei in Histopathology Images with Contrastive Loss MIDL 2021
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
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification NIPS 2021
CNN and Deep Sets for End-to-End Whole Slide Image Representation Learning MIDL 2021
Evaluating and interpreting caption prediction for histopathology images MLHC 2020
SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification CVPR 2020
Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images CVPR 2020
Multi-Stage Pathological Image Classification Using Semantic Segmentation ICCV 2019
Segmenting Potentially Cancerous Areas in Prostate Biopsies using Semi-Automatically Annotated Data MIDL 2019
HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images ICCV 2019
Thyroid Cancer Malignancy Prediction From Whole Slide Cytopathology Images MLHC 2019
WSISA: Making Survival Prediction From Whole Slide Histopathological Images CVPR 2017
Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification CVPR 2016
Classification of Tumor Histology via Morphometric Context CVPR 2013