| Improving Stain Invariance of CNNs for Segmentation by Fusing Channel Attention and Domain-Adversarial Training | Apr 22, 2023 | Semantic Segmentationwhole slide images | CodeCode Available | 1 |
| Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance pooling | Jun 17, 2022 | Survival Predictionwhole slide images | CodeCode Available | 1 |
| De-Identification of Medical Imaging Data: A Comprehensive Tool for Ensuring Patient Privacy | Oct 16, 2024 | De-identificationwhole slide images | CodeCode Available | 1 |
| CircleFormer: Circular Nuclei Detection in Whole Slide Images with Circle Queries and Attention | Aug 30, 2023 | DecoderMedical Image Analysis | CodeCode Available | 1 |
| Iterative Patch Selection for High-Resolution Image Recognition | Oct 24, 2022 | Autonomous DrivingGPU | CodeCode Available | 1 |
| Joint Modelling Histology and Molecular Markers for Cancer Classification | Feb 11, 2025 | Cancer ClassificationPrognosis | CodeCode Available | 1 |
| Deep Learning-based Frozen Section to FFPE Translation | Jul 25, 2021 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Local Attention Graph-based Transformer for Multi-target Genetic Alteration Prediction | May 13, 2022 | Inductive BiasMultiple Instance Learning | CodeCode Available | 1 |
| Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown Primary | Jun 24, 2020 | Diagnosticwhole slide images | CodeCode Available | 1 |
| Mamba2MIL: State Space Duality Based Multiple Instance Learning for Computational Pathology | Aug 27, 2024 | feature selectionMultiple Instance Learning | CodeCode Available | 1 |
| Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning | Sep 17, 2018 | General ClassificationLung Cancer Diagnosis | CodeCode Available | 1 |
| WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images | Nov 27, 2023 | Diagnosticwhole slide images | CodeCode Available | 1 |
| Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides | Aug 12, 2019 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction | Apr 13, 2023 | PrognosisSurvival Prediction | CodeCode Available | 1 |
| Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels | Jun 5, 2020 | GPUMultiple Instance Learning | CodeCode Available | 1 |
| Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning | Feb 17, 2023 | ClassificationCPU | CodeCode Available | 1 |
| A New Graph Node Classification Benchmark: Learning Structure from Histology Cell Graphs | Nov 11, 2022 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| MSCPT: Few-shot Whole Slide Image Classification with Multi-scale and Context-focused Prompt Tuning | Aug 21, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Multimodal contrastive learning for spatial gene expression prediction using histology images | Jul 11, 2024 | Contrastive Learningwhole slide images | CodeCode Available | 1 |
| Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data Perspective | Jul 10, 2024 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Multimodal Optimal Transport-based Co-Attention Transformer with Global Structure Consistency for Survival Prediction | Jun 14, 2023 | Survival AnalysisSurvival Prediction | CodeCode Available | 1 |
| Adversarial learning of cancer tissue representations | Aug 4, 2021 | Multiple Instance Learningwhole slide images | CodeCode Available | 1 |
| Multiple Instance Learning with Mixed Supervision in Gleason Grading | Jun 26, 2022 | Multiple Instance Learningwhole slide images | CodeCode Available | 1 |
| Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation | Apr 26, 2025 | Survival Analysiswhole slide images | CodeCode Available | 1 |
| Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images | Apr 20, 2020 | ClusteringDiagnostic | CodeCode Available | 1 |
