| Slideflow: Deep Learning for Digital Histopathology with Real-Time Whole-Slide Visualization | Apr 9, 2023 | Deep LearningHistopathological Image Classification | CodeCode Available | 2 | 5 |
| Histopathological Image Classification with Cell Morphology Aware Deep Neural Networks | Jul 11, 2024 | DiagnosticHistopathological Image Classification | CodeCode Available | 1 | 5 |
| DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images | May 27, 2022 | Histopathological Image Classificationimage-classification | CodeCode Available | 1 | 5 |
| Multiple Instance Learning with Center Embeddings for Histopathology Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification | Feb 15, 2022 | Data AugmentationDomain Generalization | CodeCode Available | 1 | 5 |
| Self-supervised driven consistency training for annotation efficient histopathology image analysis | Feb 7, 2021 | Histopathological Image ClassificationRepresentation Learning | CodeCode Available | 1 | 5 |
| SHISRCNet: Super-resolution And Classification Network For Low-resolution Breast Cancer Histopathology Image | Jun 25, 2023 | Histopathological Image Classificationimage-classification | CodeCode Available | 1 | 5 |
| UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia grading | Jan 25, 2021 | Colorectal Polyps CharacterizationGeneral Classification | CodeCode Available | 1 | 5 |
| HATNet: An End-to-End Holistic Attention Network for Diagnosis of Breast Biopsy Images | Jul 25, 2020 | Histopathological Image Classificationimage-classification | CodeCode Available | 1 | 5 |
| DiagSet: a dataset for prostate cancer histopathological image classification | May 9, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis | Feb 2, 2018 | Breast Cancer DetectionBreast Cancer Histology Image Classification | CodeCode Available | 0 | 5 |
| Histopathological Image Classification based on Self-Supervised Vision Transformer and Weak Labels | Oct 17, 2022 | Histopathological Image Classificationimage-classification | CodeCode Available | 0 | 5 |
| Magnification Generalization for Histopathology Image Embedding | Jan 18, 2021 | Breast Cancer Histology Image ClassificationClassification Of Breast Cancer Histology Images | CodeCode Available | 0 | 5 |
| Automatic Report Generation for Histopathology images using pre-trained Vision Transformers and BERT | Dec 3, 2023 | Caption GenerationDecoder | CodeCode Available | 0 | 5 |
| Supervision and Source Domain Impact on Representation Learning: A Histopathology Case Study | May 10, 2020 | Dimensionality ReductionDomain Generalization | CodeCode Available | 0 | 5 |
| Magnification-independent Histopathological Image Classification with Similarity-based Multi-scale Embeddings | Jul 2, 2021 | Histopathological Image Classificationimage-classification | CodeCode Available | 0 | 5 |
| CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification | Dec 12, 2023 | Contrastive LearningHistopathological Image Classification | CodeCode Available | 0 | 5 |
| Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem | Jul 10, 2020 | Dimensionality ReductionHistopathological Image Classification | CodeCode Available | 0 | 5 |
| Offline versus Online Triplet Mining based on Extreme Distances of Histopathology Patches | Jul 4, 2020 | Dimensionality ReductionHistopathological Image Classification | CodeCode Available | 0 | 5 |
| Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks | Apr 5, 2020 | Classification Of Breast Cancer Histology ImagesDimensionality Reduction | CodeCode Available | 0 | 5 |
| Regression Concept Vectors for Bidirectional Explanations in Histopathology | Apr 9, 2019 | Breast Cancer DetectionBreast Cancer Histology Image Classification | CodeCode Available | 0 | 5 |
| C-Net: A Reliable Convolutional Neural Network for Biomedical Image Classification | Oct 30, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| FMDNN: A Fuzzy-guided Multi-granular Deep Neural Network for Histopathological Image Classification | Jul 22, 2024 | DiagnosticHistopathological Image Classification | CodeCode Available | 0 | 5 |
| Histopathological Image Classification and Vulnerability Analysis using Federated Learning | Oct 11, 2023 | ClassificationData Poisoning | —Unverified | 0 | 0 |
| A Novel Approach to Breast Cancer Histopathological Image Classification Using Cross-Colour Space Feature Fusion and Quantum-Classical Stack Ensemble Method | Apr 3, 2024 | Cancer ClassificationClassification | —Unverified | 0 | 0 |
