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whole slide images

Papers

Showing 451500 of 745 papers

TitleStatusHype
Explainable and Position-Aware Learning in Digital Pathology0
Semi-supervised Cell Recognition under Point SupervisionCode0
Artificial intelligence in digital pathology: a systematic review and meta-analysis of diagnostic test accuracy0
Context-Aware Self-Supervised Learning of Whole Slide Images0
LESS: Label-efficient Multi-scale Learning for Cytological Whole Slide Image Screening0
Publicly available datasets of breast histopathology H&E whole-slide images: A scoping review0
Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered LearningCode0
Vision Transformers for Small Histological Datasets Learned through Knowledge DistillationCode0
Multi-scale Efficient Graph-Transformer for Whole Slide Image Classification0
Towards More Transparent and Accurate Cancer Diagnosis with an Unsupervised CAE Approach0
An End-to-end Pipeline for 3D Slide-wise Multi-stain Renal Pathology RegistrationCode0
Cascaded Cross-Attention Networks for Data-Efficient Whole-Slide Image Classification Using Transformers0
WWFedCBMIR: World-Wide Federated Content-Based Medical Image Retrieval0
Unsupervised Mutual Transformer Learning for Multi-Gigapixel Whole Slide Image Classification0
TPMIL: Trainable Prototype Enhanced Multiple Instance Learning for Whole Slide Image ClassificationCode0
Automated Whole Slide Imaging for Label-Free Histology using Photon Absorption Remote Sensing Microscopy0
Exploring shared memory architectures for end-to-end gigapixel deep learning0
Composite Biomarker Image for Advanced Visualization in Histopathology0
Realistic Data Enrichment for Robust Image Segmentation in Histopathology0
Ranking Loss and Sequestering Learning for Reducing Image Search Bias in Histopathology0
Masked Pre-Training of Transformers for Histology Image AnalysisCode0
hist2RNA: An efficient deep learning architecture to predict gene expression from breast cancer histopathology imagesCode0
Comments on 'Fast and scalable search of whole-slide images via self-supervised deep learning'0
Robust Tumor Detection from Coarse Annotations via Multi-Magnification Ensembles0
Multi-task Learning of Histology and Molecular Markers for Classifying Diffuse Glioma0
Exploring the Interplay Between Colorectal Cancer Subtypes Genomic Variants and Cellular Morphology: A Deep-Learning ApproachCode0
Exploring Visual Prompts for Whole Slide Image Classification with Multiple Instance Learning0
OCELOT: Overlapped Cell on Tissue Dataset for Histopathology0
Self-supervised learning of a tailored Convolutional Auto Encoder for histopathological prostate grading0
A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide ImagesCode0
Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous DataCode0
Robust Semi-Supervised Learning for Histopathology Images through Self-Supervision Guided Out-of-Distribution Scoring0
The NCI Imaging Data Commons as a platform for reproducible research in computational pathologyCode0
Increasing the usefulness of already existing annotations through WSI registration0
AugDiff: Diffusion based Feature Augmentation for Multiple Instance Learning in Whole Slide Image0
Deep Learning for Predicting Metastasis on Melanoma WSIs0
Simple and Efficient Confidence Score for Grading Whole Slide Images0
Evolutionary Computation in Action: Feature Selection for Deep Embedding Spaces of Gigapixel Pathology Images0
Active Learning Enhances Classification of Histopathology Whole Slide Images with Attention-based Multiple Instance Learning0
BEL: A Bag Embedding Loss for Transformer enhances Multiple Instance Whole Slide Image Classification0
Hierarchical discriminative learning improves visual representations of biomedical microscopy0
Time to Embrace Natural Language Processing (NLP)-based Digital Pathology: Benchmarking NLP- and Convolutional Neural Network-based Deep Learning Pipelines0
Domain-Specific Pre-training Improves Confidence in Whole Slide Image ClassificationCode0
Dual Attention Model with Reinforcement Learning for Classification of Histology Whole-Slide Images0
Federated attention consistent learning models for prostate cancer diagnosis and Gleason grading0
Self-supervised learning-based cervical cytology for the triage of HPV-positive women in resource-limited settings and low-data regime0
Detection and Localization of Melanoma Skin Cancer in Histopathological Whole Slide ImagesCode0
Leveraging weak complementary labels to improve semantic segmentation of hepatocellular carcinoma and cholangiocarcinoma in H&E-stained slides0
From slides (through tiles) to pixels: an explainability framework for weakly supervised models in pre-clinical pathology0
Detecting Histologic & Clinical Glioblastoma Patterns of Prognostic Relevance0
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