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Showing 201–250 of 745 papers

TitleStatusHype
An End-to-end Pipeline for 3D Slide-wise Multi-stain Renal Pathology RegistrationCode0
Deep Neural Networks integrating genomics and histopathological images for predicting stages and survival time-to-event in colon cancerCode0
NearbyPatchCL: Leveraging Nearby Patches for Self-Supervised Patch-Level Multi-Class Classification in Whole-Slide ImagesCode0
Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networksCode0
Quantitative Evaluation of MILs' Reliability For WSIs ClassificationCode0
Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep LearningCode0
A General Pipeline for Glomerulus Whole-Slide Image SegmentationCode0
Deep Learning for Identifying Metastatic Breast CancerCode0
MGCT: Mutual-Guided Cross-Modality Transformer for Survival Outcome Prediction using Integrative Histopathology-Genomic FeaturesCode0
Maximum Mean Discrepancy Kernels for Predictive and Prognostic Modeling of Whole Slide ImagesCode0
Masked Pre-Training of Transformers for Histology Image AnalysisCode0
Map3D: Registration Based Multi-Object Tracking on 3D Serial Whole Slide ImagesCode0
Deep Learning-Based Objective and Reproducible Osteosarcoma Chemotherapy Response Assessment and Outcome PredictionCode0
Automatic and explainable grading of meningiomas from histopathology imagesCode0
LSA: Latent Style Augmentation Towards Stain-Agnostic Cervical Cancer ScreeningCode0
LymphoML: An interpretable artificial intelligence-based method identifies morphologic features that correlate with lymphoma subtypeCode0
Deep learning-based classification of breast cancer molecular subtypes from H&E whole-slide imagesCode0
Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images AnalysisCode0
Leveraging image captions for selective whole slide image annotationCode0
Learning Permutation Invariant Representations using Memory NetworksCode0
Learning to Segment Breast Biopsy Whole Slide ImagesCode0
Leveraging Transfer Learning and Multiple Instance Learning for HER2 Automatic Scoring of H\&E Whole Slide ImagesCode0
Rethinking Pre-Trained Feature Extractor Selection in Multiple Instance Learning for Whole Slide Image ClassificationCode0
A Unified Framework for Tumor Proliferation Score Prediction in Breast HistopathologyCode0
DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancerCode0
KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-LevelCode0
Dataset on Bi- and Multi-Nucleated Tumor Cells in Canine Cutaneous Mast Cell TumorsCode0
A Comparison of Deep Learning Methods for Cell Detection in Digital CytologyCode0
Learned Image Compression and Restoration for Digital PathologyCode0
Detection and Localization of Melanoma Skin Cancer in Histopathological Whole Slide ImagesCode0
MAg: a simple learning-based patient-level aggregation method for detecting microsatellite instability from whole-slide imagesCode0
Attention to detail: inter-resolution knowledge distillationCode0
Ink removal from histopathology whole slide images by combining classification, detection and image generation modelsCode0
Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue MicroarraysCode0
Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide imagesCode0
CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival PredictionCode0
Improving Quality Control of Whole Slide Images by Explicit Artifact AugmentationCode0
Implementing Trust in Non-Small Cell Lung Cancer Diagnosis with a Conformalized Uncertainty-Aware AI Framework in Whole-Slide ImagesCode0
Automated Classification of Histopathology Images Using Transfer LearningCode0
Contrastive learning-based computational histopathology predict differential expression of cancer driver genesCode0
A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide ImagesCode0
PATHS: A Hierarchical Transformer for Efficient Whole Slide Image AnalysisCode0
Keep It Accurate and Robust: An Enhanced Nuclei Analysis FrameworkCode0
Assessment of Cell Nuclei AI Foundation Models in Kidney PathologyCode0
Holistic and Historical Instance Comparison for Cervical Cell DetectionCode0
Domain-Specific Pre-training Improves Confidence in Whole Slide Image ClassificationCode0
A Closer Look at Domain Shift for Deep Learning in HistopathologyCode0
HistoGym: A Reinforcement Learning Environment for Histopathological Image AnalysisCode0
Assessing domain adaptation techniques for mitosis detection in multi-scanner breast cancer histopathology imagesCode0
HistoKernel: Whole Slide Image Level Maximum Mean Discrepancy Kernels for Pan-Cancer Predictive ModellingCode0
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