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Showing 501–550 of 745 papers

TitleStatusHype
Maximum Mean Discrepancy Kernels for Predictive and Prognostic Modeling of Whole Slide ImagesCode0
Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images—0
Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide imagesCode0
Multicenter automatic detection of invasive carcinoma on breast whole slide images—0
Deep Learning Provides Rapid Screen for Breast Cancer Metastasis with Sentinel Lymph Nodes—0
Visual deep learning-based explanation for neuritic plaques segmentation in Alzheimer's Disease using weakly annotated whole slide histopathological imagesCode0
Computational Pathology for Brain Disorders—0
Artificial intelligence for diagnosing and predicting survival of patients with renal cell carcinoma: Retrospective multi-center study—0
Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer—0
An interpretable machine learning system for colorectal cancer diagnosis from pathology slides—0
Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise—0
LNPL-MIL: Learning from Noisy Pseudo Labels for Promoting Multiple Instance Learning in Whole Slide Image—0
RankMix: Data Augmentation for Weakly Supervised Learning of Classifying Whole Slide Images With Diverse Sizes and Imbalanced CategoriesCode0
Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer—0
Weakly-Supervised Deep Learning Model for Prostate Cancer Diagnosis and Gleason Grading of Histopathology ImagesCode0
Multi-Scale Relational Graph Convolutional Network for Multiple Instance Learning in Histopathology Images—0
Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue MicroarraysCode0
Deep Neural Networks integrating genomics and histopathological images for predicting stages and survival time-to-event in colon cancerCode0
Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and GenomicsCode0
Deep Learning-Based Prediction of Molecular Tumor Biomarkers from H&E: A Practical Review—0
Seeded iterative clustering for histology region identificationCode0
An unobtrusive quality supervision approach for medical image annotation—0
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
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
From WSI-level to Patch-level: Structure Prior Guided Binuclear Cell Fine-grained Detection—0
Mitosis Detection, Fast and Slow: Robust and Efficient Detection of Mitotic Figures—0
EGFR Mutation Prediction of Lung Biopsy Images using Deep Learning—0
Patient-level Microsatellite Stability Assessment from Whole Slide Images By Combining Momentum Contrast Learning and Group Patch EmbeddingsCode0
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
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
Test-time image-to-image translation ensembling improves out-of-distribution generalization in histopathology—0
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
A Deep Reinforcement Learning Framework for Rapid Diagnosis of Whole Slide Pathological Images—0
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images—0
Contrastive learning-based computational histopathology predict differential expression of cancer driver genesCode0
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
From Modern CNNs to Vision Transformers: Assessing the Performance, Robustness, and Classification Strategies of Deep Learning Models in HistopathologyCode0
Deep learning-based approach to reveal tumor mutational burden status from whole slide images across multiple cancer types—0
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