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Showing 451–500 of 745 papers

TitleStatusHype
Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image SegmentationCode1
Seeded iterative clustering for histology region identificationCode0
An unobtrusive quality supervision approach for medical image annotation—0
A New Graph Node Classification Benchmark: Learning Structure from Histology Cell GraphsCode1
Combination of multiple neural networks using transfer learning and extensive geometric data augmentation for assessing cellularity scores in histopathology images—0
An Aggregation of Aggregation Methods in Computational Pathology—0
Embedding Space Augmentation for Weakly Supervised Learning in Whole-Slide Images—0
Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images—0
Iterative Patch Selection for High-Resolution Image RecognitionCode1
Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathologyCode1
EOCSA: Predicting Prognosis of Epithelial Ovarian Cancer with Whole Slide Histopathological ImagesCode0
Using Whole Slide Image Representations from Self-Supervised Contrastive Learning for Melanoma Concordance Regression—0
A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology—0
Quantifying the effect of color processing on blood and damaged tissue detection in Whole Slide ImagesCode0
Learning Binary and Sparse Permutation-Invariant Representations for Fast and Memory Efficient Whole Slide Image Search—0
Region-guided CycleGANs for Stain Transfer in Whole Slide ImagesCode1
EGFR Mutation Prediction of Lung Biopsy Images using Deep Learning—0
Mitosis Detection, Fast and Slow: Robust and Efficient Detection of Mitotic Figures—0
From WSI-level to Patch-level: Structure Prior Guided Binuclear Cell Fine-grained Detection—0
Patient-level Microsatellite Stability Assessment from Whole Slide Images By Combining Momentum Contrast Learning and Group Patch EmbeddingsCode0
Cross-scale Attention Guided Multi-instance Learning for Crohn's Disease Diagnosis with Pathological ImagesCode1
Deep Learning-Based Objective and Reproducible Osteosarcoma Chemotherapy Response Assessment and Outcome PredictionCode0
Multiplex-detection Based Multiple Instance Learning Network for Whole Slide Image Classification—0
Gigapixel Whole-Slide Images Classification using Locally Supervised LearningCode1
ImageBox3: No-Server Tile Serving to Traverse Whole Slide Images on the WebCode1
End-to-end Learning for Image-based Detection of Molecular Alterations in Digital Pathology—0
Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images AnalysisCode0
Multiple Instance Learning with Mixed Supervision in Gleason GradingCode1
Test-time image-to-image translation ensembling improves out-of-distribution generalization in histopathology—0
DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image ClassificationCode1
Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance poolingCode1
DSCA: A Dual-Stream Network with Cross-Attention on Whole-Slide Image Pyramids for Cancer PrognosisCode1
Transformer-based Personalized Attention Mechanism for Medical Images with Clinical RecordsCode0
A comparative study between vision transformers and CNNs in digital pathology—0
A review of machine learning approaches, challenges and prospects for computational tumor pathology—0
Local Attention Graph-based Transformer for Multi-target Genetic Alteration PredictionCode1
A Deep Reinforcement Learning Framework for Rapid Diagnosis of Whole Slide Pathological Images—0
Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unlabeled, unannotated pathology slidesCode1
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images—0
Contrastive learning-based computational histopathology predict differential expression of cancer driver genesCode0
Data augmentation and multimodal learning for predicting drug response in patient-derived xenografts from gene expressions and histology imagesCode2
Colorectal cancer survival prediction using deep distribution based multiple-instance learning—0
Evaluation of Multi-Scale Multiple Instance Learning to Improve Thyroid Cancer Classification—0
MultiPathGAN: Structure Preserving Stain Normalization using Unsupervised Multi-domain Adversarial Network with Perception LossCode1
From Modern CNNs to Vision Transformers: Assessing the Performance, Robustness, and Classification Strategies of Deep Learning Models in HistopathologyCode0
Uncertainty-Informed Deep Learning Models Enable High-Confidence Predictions for Digital HistopathologyCode2
Deep learning-based approach to reveal tumor mutational burden status from whole slide images across multiple cancer types—0
Hospital-Agnostic Image Representation Learning in Digital Pathology—0
Federated Learning for the Classification of Tumor Infiltrating Lymphocytes—0
Deep Interactive Learning-based ovarian cancer segmentation of H&E-stained whole slide images to study morphological patterns of BRCA mutationCode1
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