| Identifying Metastases in Sentinel Lymph Nodes with Deep Convolutional Neural Networks | Aug 4, 2016 | Cloud ComputingDiagnostic | —Unverified | 0 | 0 |
| Identifying regions of interest in whole slide images of renal cell carcinoma | Apr 9, 2025 | feature selectionimage-classification | —Unverified | 0 | 0 |
| Imaging-based histological features are predictive of MET alterations in Non-Small Cell Lung Cancer | Mar 18, 2022 | whole slide images | —Unverified | 0 | 0 |
| Immunocto: a massive immune cell database auto-generated for histopathology | Jun 3, 2024 | Cell DetectionPrognosis | —Unverified | 0 | 0 |
| Improved Breast Cancer Diagnosis through Transfer Learning on Hematoxylin and Eosin Stained Histology Images | Sep 15, 2023 | Image AugmentationTransfer Learning | —Unverified | 0 | 0 |
| Improving Interpretability for Computer-aided Diagnosis tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-based Explanations | Sep 29, 2020 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Improving mitosis detection on histopathology images using large vision-language models | Oct 11, 2023 | Domain GeneralizationImage Captioning | —Unverified | 0 | 0 |
| Improving Prostate Cancer Detection with Breast Histopathology Images | Mar 14, 2019 | General ClassificationTransfer Learning | —Unverified | 0 | 0 |
| Increasing the usefulness of already existing annotations through WSI registration | Mar 12, 2023 | whole slide images | —Unverified | 0 | 0 |
| Ink Marker Segmentation in Histopathology Images Using Deep Learning | Oct 29, 2020 | Cross-Modal RetrievalDeep Learning | —Unverified | 0 | 0 |
| Integrating multiscale topology in digital pathology with pyramidal graph convolutional networks | Mar 22, 2024 | Multiple Instance Learningwhole slide images | —Unverified | 0 | 0 |
| Interpretable Classification from Skin Cancer Histology Slides Using Deep Learning: A Retrospective Multicenter Study | Apr 12, 2019 | DiversityGeneral Classification | —Unverified | 0 | 0 |
| Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images | Oct 30, 2023 | Gaussian ProcessesMultiple Instance Learning | —Unverified | 0 | 0 |
| Kernel Self-Attention in Deep Multiple Instance Learning | May 25, 2020 | Medical Image AnalysisMultiple Instance Learning | —Unverified | 0 | 0 |
| Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning | Dec 8, 2021 | DiagnosticGenerative Adversarial Network | —Unverified | 0 | 0 |
| Large scale digital prostate pathology image analysis combining feature extraction and deep neural network | May 7, 2017 | MarketingPrognosis | —Unverified | 0 | 0 |
| Large-scale Gastric Cancer Screening and Localization Using Multi-task Deep Neural Network | Oct 9, 2019 | Specificitywhole slide images | —Unverified | 0 | 0 |
| Learned Image Compression for HE-stained Histopathological Images via Stain Deconvolution | Jun 18, 2024 | Data CompressionImage Compression | —Unverified | 0 | 0 |
| Learned Image resizing with efficient training (LRET) facilitates improved performance of large-scale digital histopathology image classification models | Jan 19, 2024 | Classificationimage-classification | —Unverified | 0 | 0 |
| Learning Binary and Sparse Permutation-Invariant Representations for Fast and Memory Efficient Whole Slide Image Search | Aug 29, 2022 | GPUImage Retrieval | —Unverified | 0 | 0 |
| Learning from Partial Label Proportions for Whole Slide Image Segmentation | May 15, 2024 | DiagnosticImage Segmentation | —Unverified | 0 | 0 |
| Learning Heterogeneous Tissues with Mixture of Experts for Gigapixel Whole Slide Images | Jan 1, 2025 | Mixture-of-Expertswhole slide images | —Unverified | 0 | 0 |
| Learning Nuclei Representations with Masked Image Modelling | Jun 29, 2023 | Instance SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| Learning to be EXACT, Cell Detection for Asthma on Partially Annotated Whole Slide Images | Jan 13, 2021 | Cell Detectionobject-detection | —Unverified | 0 | 0 |
| Learning to Predict RNA Sequence Expressions from Whole Slide Images with Applications for Search and Classification | Mar 26, 2022 | Multiple Instance LearningPrognosis | —Unverified | 0 | 0 |
| Learning to segment images with classification labels | Dec 28, 2019 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Length-scale study in deep learning prediction for non-small cell lung cancer brain metastasis | Jun 1, 2024 | whole slide images | —Unverified | 0 | 0 |
| Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection | Jul 31, 2018 | Mitosis DetectionPrognosis | —Unverified | 0 | 0 |
| Leveraging weak complementary labels to improve semantic segmentation of hepatocellular carcinoma and cholangiocarcinoma in H&E-stained slides | Feb 3, 2023 | DiagnosticSegmentation | —Unverified | 0 | 0 |
| Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation | May 4, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| LNPL-MIL: Learning from Noisy Pseudo Labels for Promoting Multiple Instance Learning in Whole Slide Image | Jan 1, 2023 | Multiple Instance LearningPrognosis | —Unverified | 0 | 0 |
| M^2Fusion: Bayesian-based Multimodal Multi-level Fusion on Colorectal Cancer Microsatellite Instability Prediction | Jan 15, 2024 | PredictionRepresentation Learning | —Unverified | 0 | 0 |
| Machine learning identification of maternal inflammatory response and histologic choroamnionitis from placental membrane whole slide images | Nov 4, 2024 | Multiple Instance Learningwhole slide images | —Unverified | 0 | 0 |
| Masked Attention as a Mechanism for Improving Interpretability of Vision Transformers | Apr 28, 2024 | whole slide images | —Unverified | 0 | 0 |
| Mask-guided cross-image attention for zero-shot in-silico histopathologic image generation with a diffusion model | Jul 16, 2024 | Appearance TransferImage Generation | —Unverified | 0 | 0 |
| Memory-Efficient Sparse Pyramid Attention Networks for Whole Slide Image Analysis | Jun 13, 2024 | whole slide images | —Unverified | 0 | 0 |
| MHAttnSurv: Multi-Head Attention for Survival Prediction Using Whole-Slide Pathology Images | Oct 22, 2021 | Multiple Instance LearningPrediction | —Unverified | 0 | 0 |
| MicroMIL: Graph-based Contextual Multiple Instance Learning for Patient Diagnosis Using Microscopy Images | Jul 31, 2024 | Graph Neural NetworkMultiple Instance Learning | —Unverified | 0 | 0 |
| Microscopic Nuclei Classification, Segmentation and Detection with improved Deep Convolutional Neural Network (DCNN) Approaches | Nov 8, 2018 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images | Jun 5, 2018 | Colorectal Gland Segmentation:Decision Making | —Unverified | 0 | 0 |
| MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning | Mar 29, 2025 | Multiple Instance LearningPrognosis | —Unverified | 0 | 0 |
| Dual Attention Model with Reinforcement Learning for Classification of Histology Whole-Slide Images | Feb 19, 2023 | Hard Attentionwhole slide images | —Unverified | 0 | 0 |
| MixUp-MIL: A Study on Linear & Multilinear Interpolation-Based Data Augmentation for Whole Slide Image Classification | Nov 6, 2023 | Data Augmentationimage-classification | —Unverified | 0 | 0 |
| ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology | Mar 21, 2025 | Multi-Task LearningSelf-Supervised Learning | —Unverified | 0 | 0 |
| Molecular Subtype Prediction for Breast Cancer Using H&E Specialized Backbone | Jul 20, 2021 | PrognosisTransfer Learning | —Unverified | 0 | 0 |
| mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis | May 28, 2024 | Survival Predictionwhole slide images | —Unverified | 0 | 0 |
| Multicenter automatic detection of invasive carcinoma on breast whole slide images | Jan 17, 2023 | DiagnosticTransfer Learning | —Unverified | 0 | 0 |
| Multi-Cohort Framework with Cohort-Aware Attention and Adversarial Mutual-Information Minimization for Whole Slide Image Classification | Sep 17, 2024 | Diversityimage-classification | —Unverified | 0 | 0 |
| Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images | Jan 23, 2023 | whole slide images | —Unverified | 0 | 0 |
| Multi-magnification networks for deformable image registration on histopathology images | Feb 4, 2022 | Image Registrationwhole slide images | —Unverified | 0 | 0 |