Browse State-of-the-Art › whole slide images › Papers, page 5
whole slide images
Papers archive 2025-07-28
archive papers tagged: 745 · with a code link: 321 · where Syntology ran a sample: 53 (42 with a run with no instrument failure, 11 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (53 of 745 tagged: 42 with a run with no instrument failure, 11 where every run was a failure of Syntology's instrument)
Page 5 of 8: papers 401 to 500 of 745, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Holistic and Historical Instance Comparison for Cervical Cell Detection21 Sep 2024 0 repositories listed
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Personalized 2D Binary Patient Codes of Tissue Images and Immunogenomic Data Through Multimodal Self-Supervised Fusion19 Sep 2024 0 repositories listed
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Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis18 Sep 2024 0 repositories listed
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Multi-Cohort Framework with Cohort-Aware Attention and Adversarial Mutual-Information Minimization for Whole Slide Image Classification17 Sep 2024 0 repositories listed
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Quantitative Evaluation of MILs' Reliability For WSIs Classification17 Sep 2024 0 repositories listed
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Crown-Like Structures in Breast Adipose Tissue: Finding a 'Needle-in-a-Haystack' using Artificial Intelligence and Collaborative Active Learning on the Web12 Sep 2024 0 repositories listed
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Efficient Classification of Histopathology Images8 Sep 2024 0 repositories listed
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A Short Survey on Set-Based Aggregation Techniques for Single-Vector WSI Representation in Digital Pathology6 Sep 2024 0 repositories listed
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End-to-end Multi-source Visual Prompt Tuning for Survival Analysis in Whole Slide Images5 Sep 2024 0 repositories listed
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Pediatric brain tumor classification using digital histopathology and deep learning: evaluation of SOTA methods on a multi-center Swedish cohort2 Sep 2024 0 repositories listed
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Disease Classification and Impact of Pretrained Deep Convolution Neural Networks on Diverse Medical Imaging Datasets across Imaging Modalities30 Aug 2024 0 repositories listed
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Histo-Diffusion: A Diffusion Super-Resolution Method for Digital Pathology with Comprehensive Quality Assessment27 Aug 2024 0 repositories listed
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Histology Virtual Staining with Mask-Guided Adversarial Transfer Learning for Tertiary Lymphoid Structure Detection26 Aug 2024 0 repositories listed
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HER2 and FISH Status Prediction in Breast Biopsy H&E-Stained Images Using Deep Learning25 Aug 2024 0 repositories listed
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Whole Slide Image Classification of Salivary Gland Tumours22 Aug 2024 0 repositories listed
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Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directions18 Aug 2024 0 repositories listed
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Screen Them All: High-Throughput Pan-Cancer Genetic and Phenotypic Biomarker Screening from H&E Whole Slide Images18 Aug 2024 0 repositories listed
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Predictive uncertainty estimation in deep learning for lung carcinoma classification in digital pathology under real dataset shifts15 Aug 2024 0 repositories listed
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PreMix: Addressing Label Scarcity in Whole Slide Image Classification with Pre-trained Multiple Instance Learning Aggregators2 Aug 2024 0 repositories listed
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CARMIL: Context-Aware Regularization on Multiple Instance Learning models for Whole Slide Images1 Aug 2024 0 repositories listed
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Translating Imaging to Genomics: Leveraging Transformers for Predictive Modeling1 Aug 2024 0 repositories listed
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Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology1 Aug 2024 0 repositories listed
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MicroMIL: Graph-based Contextual Multiple Instance Learning for Patient Diagnosis Using Microscopy Images31 Jul 2024 0 repositories listed
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Benchmarking Histopathology Foundation Models for Ovarian Cancer Bevacizumab Treatment Response Prediction from Whole Slide Images30 Jul 2024 0 repositories listed
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A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention26 Jul 2024 0 repositories listed
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Efficient and generalizable prediction of molecular alterations in multiple cancer cohorts using H&E whole slide images22 Jul 2024 0 repositories listed
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OMG-Net: A Deep Learning Framework Deploying Segment Anything to Detect Pan-Cancer Mitotic Figures from Haematoxylin and Eosin-Stained Slides17 Jul 2024 0 repositories listed
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Mask-guided cross-image attention for zero-shot in-silico histopathologic image generation with a diffusion model16 Jul 2024 0 repositories listed
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Pathology-knowledge Enhanced Multi-instance Prompt Learning for Few-shot Whole Slide Image Classification15 Jul 2024 0 repositories listed
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HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization3 Jul 2024 0 repositories listed
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Characterizing the Interpretability of Attention Maps in Digital Pathology2 Jul 2024 0 repositories listed
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PathAlign: A vision-language model for whole slide images in histopathology27 Jun 2024 0 repositories listed
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Unsupervised Latent Stain Adaptation for Computational Pathology27 Jun 2024 0 repositories listed
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Scalable, Trustworthy Generative Model for Virtual Multi-Staining from H&E Whole Slide Images26 Jun 2024 0 repositories listed
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Graph Neural Networks in Histopathology: Emerging Trends and Future Directions18 Jun 2024 0 repositories listed
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Learned Image Compression for HE-stained Histopathological Images via Stain Deconvolution18 Jun 2024 0 repositories listed
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Memory-Efficient Sparse Pyramid Attention Networks for Whole Slide Image Analysis13 Jun 2024 0 repositories listed
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Overcoming Limitations in Artificial Intelligence-based Prostate Cancer Detection through Better Datasets and a Bayesian Approach to Aggregate Panel Predictions10 Jun 2024 0 repositories listed
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Assessing the risk of recurrence in early-stage breast cancer through H&E stained whole slide images10 Jun 2024 0 repositories listed
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3 Jun 2024 0 repositories listed
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Length-scale study in deep learning prediction for non-small cell lung cancer brain metastasis1 Jun 2024 0 repositories listed
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mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis28 May 2024 0 repositories listed
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Benchmarking Hierarchical Image Pyramid Transformer for the classification of colon biopsies and polyps in histopathology images24 May 2024 0 repositories listed
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HoverFast: an accurate, high-throughput, clinically deployable nuclear segmentation tool for brightfield digital pathology images22 May 2024 0 repositories listed
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Comparing ImageNet Pre-training with Digital Pathology Foundation Models for Whole Slide Image-Based Survival Analysis20 May 2024 0 repositories listed
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Deep Blur Multi-Model (DeepBlurMM) -- a strategy to mitigate the impact of image blur on deep learning model performance in histopathology image analysis15 May 2024 0 repositories listed
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Learning from Partial Label Proportions for Whole Slide Image Segmentation15 May 2024 0 repositories listed
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Fast TILs -- A Pipeline for Efficient TILs Estimation in Non-Small Cell Lung Cancer5 May 2024 0 repositories listed
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Transformer-Based Self-Supervised Learning for Histopathological Classification of Ischemic Stroke Clot Origin1 May 2024 0 repositories listed
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Masked Attention as a Mechanism for Improving Interpretability of Vision Transformers28 Apr 2024 0 repositories listed
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SPLICE -- Streamlining Digital Pathology Image Processing26 Apr 2024 0 repositories listed
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Nuclei-Location Based Point Set Registration of Multi-Stained Whole Slide Images25 Apr 2024 0 repositories listed
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RegWSI: Whole Slide Image Registration using Combined Deep Feature- and Intensity-Based Methods: Winner of the ACROBAT 2023 Challenge19 Apr 2024 0 repositories listed
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BAHOP: Similarity-based Basin Hopping for A fast hyper-parameter search in WSI classification17 Apr 2024 0 repositories listed
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Semantics-Aware Attention Guidance for Diagnosing Whole Slide Images16 Apr 2024 0 repositories listed
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Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis11 Apr 2024 0 repositories listed
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Survival Prediction Across Diverse Cancer Types Using Neural Networks11 Apr 2024 0 repositories listed
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SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction11 Apr 2024 0 repositories listed
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Classification of Nasopharyngeal Cases using DenseNet Deep Learning Architecture4 Apr 2024 0 repositories listed
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Finding Regions of Interest in Whole Slide Images Using Multiple Instance Learning1 Apr 2024 0 repositories listed
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Decoding the visual attention of pathologists to reveal their level of expertise25 Mar 2024 0 repositories listed
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Integrating multiscale topology in digital pathology with pyramidal graph convolutional networks22 Mar 2024 0 repositories listed
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Adversary-Robust Graph-Based Learning of WSIs21 Mar 2024 0 repositories listed
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Towards Efficient Information Fusion: Concentric Dual Fusion Attention Based Multiple Instance Learning for Whole Slide Images21 Mar 2024 0 repositories listed
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Prompt-Guided Adaptive Model Transformation for Whole Slide Image Classification19 Mar 2024 0 repositories listed
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PathM3: A Multimodal Multi-Task Multiple Instance Learning Framework for Whole Slide Image Classification and Captioning13 Mar 2024 0 repositories listed
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C2P-GCN: Cell-to-Patch Graph Convolutional Network for Colorectal Cancer Grading8 Mar 2024 0 repositories listed
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Multiple Instance Learning for Glioma Diagnosis using Hematoxylin and Eosin Whole Slide Images: An Indian Cohort Study24 Feb 2024 0 repositories listed
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Tumor segmentation on whole slide images: training or prompting?21 Feb 2024 0 repositories listed
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HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images16 Feb 2024 0 repositories listed
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A self-supervised framework for learning whole slide representations9 Feb 2024 0 repositories listed
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Unleashing the Infinity Power of Geometry: A Novel Geometry-Aware Transformer (GOAT) for Whole Slide Histopathology Image Analysis8 Feb 2024 0 repositories listed
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CIMIL-CRC: a clinically-informed multiple instance learning framework for patient-level colorectal cancer molecular subtypes classification from H&E stained images29 Jan 2024 0 repositories listed
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Prediction of Breast Cancer Recurrence Risk Using a Multi-Model Approach Integrating Whole Slide Imaging and Clinicopathologic Features28 Jan 2024 0 repositories listed
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An efficient dual-branch framework via implicit self-texture enhancement for arbitrary-scale histopathology image super-resolution28 Jan 2024 0 repositories listed
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Learned Image resizing with efficient training (LRET) facilitates improved performance of large-scale digital histopathology image classification models19 Jan 2024 0 repositories listed
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M²Fusion: Bayesian-based Multimodal Multi-level Fusion on Colorectal Cancer Microsatellite Instability Prediction15 Jan 2024 0 repositories listed
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RudolfV: A Foundation Model by Pathologists for Pathologists8 Jan 2024 0 repositories listed
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Multi-modal Learning with Missing Modality in Predicting Axillary Lymph Node Metastasis3 Jan 2024 0 repositories listed
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Deep Learning model predicts the c-Kit-11 mutational status of canine cutaneous mast cell tumors by HE stained histological slides2 Jan 2024 0 repositories listed
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Tissue Artifact Segmentation and Severity Analysis for Automated Diagnosis Using Whole Slide Images1 Jan 2024 0 repositories listed
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A Dual Convolutional Neural Network Pipeline for Melanoma Diagnostics and Prognostics14 Dec 2023 0 repositories listed
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Artificial Intelligence for Digital and Computational Pathology13 Dec 2023 0 repositories listed
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Vision Transformer-Based Deep Learning for Histologic Classification of Endometrial Cancer13 Dec 2023 0 repositories listed
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When an Image is Worth 1,024 x 1,024 Words: A Case Study in Computational Pathology6 Dec 2023 0 repositories listed
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The Importance of Downstream Networks in Digital Pathology Foundation Models29 Nov 2023 0 repositories listed
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Cell Maps Representation For Lung Adenocarcinoma Growth Patterns Classification In Whole Slide Images27 Nov 2023 0 repositories listed
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Segmentation of diagnostic tissue compartments on whole slide images with renal thrombotic microangiopathies (TMAs)25 Nov 2023 0 repositories listed
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Deep learning-based detection of morphological features associated with hypoxia in H&E breast cancer whole slide images21 Nov 2023 0 repositories listed
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Selection of Distinct Morphologies to Divide & Conquer Gigapixel Pathology Images16 Nov 2023 0 repositories listed
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Diffusion-based generation of Histopathological Whole Slide Images at a Gigapixel scale14 Nov 2023 0 repositories listed
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Transformer-based Model for Oral Epithelial Dysplasia Segmentation9 Nov 2023 0 repositories listed
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MixUp-MIL: A Study on Linear & Multilinear Interpolation-Based Data Augmentation for Whole Slide Image Classification6 Nov 2023 0 repositories listed
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What a Whole Slide Image Can Tell? Subtype-guided Masked Transformer for Pathological Image Captioning31 Oct 2023 0 repositories listed
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Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images30 Oct 2023 0 repositories listed
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Artifact-Robust Graph-Based Learning in Digital Pathology27 Oct 2023 0 repositories listed
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A Spitzoid Tumor dataset with clinical metadata and Whole Slide Images for Deep Learning models16 Oct 2023 0 repositories listed
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Evaluation of the mitotic score of invasive breast carcinomas on digital slide: development and contribution of a mitosis detection algorithm16 Oct 2023 0 repositories listed
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Development and Validation of a Deep Learning-Based Microsatellite Instability Predictor from Prostate Cancer Whole-Slide Images12 Oct 2023 0 repositories listed
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Deep Learning Predicts Biomarker Status and Discovers Related Histomorphology Characteristics for Low-Grade Glioma11 Oct 2023 0 repositories listed