| Seeded iterative clustering for histology region identification | Nov 14, 2022 | ClusteringSegmentation | CodeCode Available | 0 |
| Rethinking Pre-Trained Feature Extractor Selection in Multiple Instance Learning for Whole Slide Image Classification | Aug 2, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue Microarrays | Dec 15, 2022 | Multiple Instance LearningPrediction | CodeCode Available | 0 |
| NearbyPatchCL: Leveraging Nearby Patches for Self-Supervised Patch-Level Multi-Class Classification in Whole-Slide Images | Dec 12, 2023 | Contrastive LearningMulti-class Classification | CodeCode Available | 0 |
| Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification | Jan 1, 2022 | Clusteringgraph construction | CodeCode Available | 0 |
| "No negatives needed": weakly-supervised regression for interpretable tumor detection in whole-slide histopathology images | Feb 28, 2025 | Multiple Instance Learningregression | CodeCode Available | 0 |
| A Comparison of Deep Learning Methods for Cell Detection in Digital Cytology | Apr 9, 2025 | Cell DetectionComputational Efficiency | CodeCode Available | 0 |
| Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide images | Jan 18, 2023 | ClassificationMultiple Instance Learning | CodeCode Available | 0 |
| TPMIL: Trainable Prototype Enhanced Multiple Instance Learning for Whole Slide Image Classification | May 1, 2023 | image-classificationImage Classification | CodeCode Available | 0 |
| Self-Attentive Adversarial Stain Normalization | Sep 4, 2019 | DiagnosticTranslation | CodeCode Available | 0 |
| Feature based Sequential Classifier with Attention Mechanism | Jul 22, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Self-Contrastive Weakly Supervised Learning Framework for Prognostic Prediction Using Whole Slide Images | May 24, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 0 |
| On the calibration of neural networks for histological slide-level classification | Dec 15, 2023 | Classificationwhole slide images | CodeCode Available | 0 |
| Self-learning for weakly supervised Gleason grading of local patterns | May 21, 2021 | PrognosisSelf-Learning | CodeCode Available | 0 |
| WEEP: A method for spatial interpretation of weakly supervised CNN models in computational pathology | Mar 22, 2024 | Binary ClassificationDiagnostic | CodeCode Available | 0 |
| Fast GPU-Enabled Color Normalization for Digital Pathology | Jan 10, 2019 | Color NormalizationGPU | CodeCode Available | 0 |
| Transcriptome-wide prediction of prostate cancer gene expression from histopathology images using co-expression based convolutional neural networks | Apr 19, 2021 | whole slide images | CodeCode Available | 0 |
| Assessment of Cell Nuclei AI Foundation Models in Kidney Pathology | Aug 9, 2024 | Instance SegmentationSegmentation | CodeCode Available | 0 |
| CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival Prediction | Mar 3, 2025 | PrognosisSurvival Prediction | CodeCode Available | 0 |
| A Pragmatic Machine Learning Approach to Quantify Tumor Infiltrating Lymphocytes in Whole Slide Images | Feb 14, 2022 | BIG-bench Machine LearningCell Detection | CodeCode Available | 0 |
| FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification | Sep 29, 2024 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| FALFormer: Feature-aware Landmarks self-attention for Whole-slide Image Classification | Jul 10, 2024 | Classificationimage-classification | CodeCode Available | 0 |
| Evaluating and interpreting caption prediction for histopathology images | Jul 8, 2020 | Caption GenerationImage Captioning | CodeCode Available | 0 |
| Transformer-based Personalized Attention Mechanism for Medical Images with Clinical Records | Jun 7, 2022 | whole slide images | CodeCode Available | 0 |
| VGAT: A Cancer Survival Analysis Framework Transitioning from Generative Visual Question Answering to Genomic Reconstruction | Mar 25, 2025 | Generative Visual Question AnsweringQuestion Answering | CodeCode Available | 0 |