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TitleStatusHype
Multi-task Learning of Histology and Molecular Markers for Classifying Diffuse Glioma—0
OCELOT: Overlapped Cell on Tissue Dataset for Histopathology—0
Exploring Visual Prompts for Whole Slide Image Classification with Multiple Instance Learning—0
Self-supervised learning of a tailored Convolutional Auto Encoder for histopathological prostate grading—0
A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide ImagesCode0
Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous DataCode0
Robust Semi-Supervised Learning for Histopathology Images through Self-Supervision Guided Out-of-Distribution Scoring—0
The NCI Imaging Data Commons as a platform for reproducible research in computational pathologyCode0
Increasing the usefulness of already existing annotations through WSI registration—0
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and CountingCode1
AugDiff: Diffusion based Feature Augmentation for Multiple Instance Learning in Whole Slide Image—0
Deep Learning for Predicting Metastasis on Melanoma WSIs—0
Simple and Efficient Confidence Score for Grading Whole Slide Images—0
Hierarchical discriminative learning improves visual representations of biomedical microscopy—0
Evolutionary Computation in Action: Feature Selection for Deep Embedding Spaces of Gigapixel Pathology Images—0
Active Learning Enhances Classification of Histopathology Whole Slide Images with Attention-based Multiple Instance Learning—0
BEL: A Bag Embedding Loss for Transformer enhances Multiple Instance Whole Slide Image Classification—0
Time to Embrace Natural Language Processing (NLP)-based Digital Pathology: Benchmarking NLP- and Convolutional Neural Network-based Deep Learning Pipelines—0
Domain-Specific Pre-training Improves Confidence in Whole Slide Image ClassificationCode0
Dual Attention Model with Reinforcement Learning for Classification of Histology Whole-Slide Images—0
Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learningCode1
Federated attention consistent learning models for prostate cancer diagnosis and Gleason grading—0
Self-supervised learning-based cervical cytology for the triage of HPV-positive women in resource-limited settings and low-data regime—0
Detection and Localization of Melanoma Skin Cancer in Histopathological Whole Slide ImagesCode0
Leveraging weak complementary labels to improve semantic segmentation of hepatocellular carcinoma and cholangiocarcinoma in H&E-stained slides—0
From slides (through tiles) to pixels: an explainability framework for weakly supervised models in pre-clinical pathology—0
Detecting Histologic & Clinical Glioblastoma Patterns of Prognostic Relevance—0
Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images—0
Maximum Mean Discrepancy Kernels for Predictive and Prognostic Modeling of Whole Slide ImagesCode0
Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide imagesCode0
Multicenter automatic detection of invasive carcinoma on breast whole slide images—0
Deep Learning Provides Rapid Screen for Breast Cancer Metastasis with Sentinel Lymph Nodes—0
Visual deep learning-based explanation for neuritic plaques segmentation in Alzheimer's Disease using weakly annotated whole slide histopathological imagesCode0
Computational Pathology for Brain Disorders—0
Artificial intelligence for diagnosing and predicting survival of patients with renal cell carcinoma: Retrospective multi-center study—0
Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer—0
An interpretable machine learning system for colorectal cancer diagnosis from pathology slides—0
Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise—0
LNPL-MIL: Learning from Noisy Pseudo Labels for Promoting Multiple Instance Learning in Whole Slide Image—0
RankMix: Data Augmentation for Weakly Supervised Learning of Classifying Whole Slide Images With Diverse Sizes and Imbalanced CategoriesCode0
Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer—0
Weakly-Supervised Deep Learning Model for Prostate Cancer Diagnosis and Gleason Grading of Histopathology ImagesCode0
Multi-Scale Relational Graph Convolutional Network for Multiple Instance Learning in Histopathology Images—0
Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue MicroarraysCode0
AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide ImagesCode1
Deep Neural Networks integrating genomics and histopathological images for predicting stages and survival time-to-event in colon cancerCode0
Giga-SSL: Self-Supervised Learning for Gigapixel ImagesCode1
RLogist: Fast Observation Strategy on Whole-slide Images with Deep Reinforcement LearningCode1
Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and GenomicsCode0
Deep Learning-Based Prediction of Molecular Tumor Biomarkers from H&E: A Practical Review—0
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