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Histopathological Image Classification

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TitleStatusHype
FMDNN: A Fuzzy-guided Multi-granular Deep Neural Network for Histopathological Image ClassificationCode0
Histopathological Image Classification with Cell Morphology Aware Deep Neural NetworksCode1
Supervised Contrastive Vision Transformer for Breast Histopathological Image Classification—0
Focused Active Learning for Histopathological Image Classification—0
A Novel Approach to Breast Cancer Histopathological Image Classification Using Cross-Colour Space Feature Fusion and Quantum-Classical Stack Ensemble Method—0
CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classificationCode0
Automatic Report Generation for Histopathology images using pre-trained Vision Transformers and BERTCode0
Histopathological Image Classification and Vulnerability Analysis using Federated Learning—0
Asymmetric Co-Training with Explainable Cell Graph Ensembling for Histopathological Image Classification—0
SHISRCNet: Super-resolution And Classification Network For Low-resolution Breast Cancer Histopathology ImageCode1
Breast Cancer Detection and Diagnosis: A comparative study of state-of-the-arts deep learning architectures—0
Slideflow: Deep Learning for Digital Histopathology with Real-Time Whole-Slide VisualizationCode2
Histopathological Image Classification based on Self-Supervised Vision Transformer and Weak LabelsCode0
IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach—0
DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical ImagesCode1
Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer—0
Self-distillation Augmented Masked Autoencoders for Histopathological Image Classification—0
ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image ClassificationCode1
Magnification-independent Histopathological Image Classification with Similarity-based Multi-scale EmbeddingsCode0
DiagSet: a dataset for prostate cancer histopathological image classificationCode1
GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathological Image Detection—0
Self-supervised driven consistency training for annotation efficient histopathology image analysisCode1
UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia gradingCode1
Magnification Generalization for Histopathology Image EmbeddingCode0
MS-GWNN:multi-scale graph wavelet neural network for breast cancer diagnosis—0
C-Net: A Reliable Convolutional Neural Network for Biomedical Image ClassificationCode0
Multiple Instance Learning with Center Embeddings for Histopathology ClassificationCode1
Graph Neural Networks for UnsupervisedDomain Adaptation of Histopathological ImageAnalytics—0
HATNet: An End-to-End Holistic Attention Network for Diagnosis of Breast Biopsy ImagesCode1
Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating TheoremCode0
Offline versus Online Triplet Mining based on Extreme Distances of Histopathology PatchesCode0
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification—0
Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution—0
Supervision and Source Domain Impact on Representation Learning: A Histopathology Case StudyCode0
Fisher Discriminant Triplet and Contrastive Losses for Training Siamese NetworksCode0
Texture CNN for Histopathological Image Classification—0
Regression Concept Vectors for Bidirectional Explanations in HistopathologyCode0
Deep Convolutional Neural Networks for Breast Cancer Histology Image AnalysisCode0
A Multiresolution Clinical Decision Support System Based on Fractal Model Design for Classification of Histological Brain Tumours—0
DFDL: Discriminative Feature-oriented Dictionary Learning for Histopathological Image Classification—0
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