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Showing 501–550 of 745 papers

TitleStatusHype
Learning to Predict RNA Sequence Expressions from Whole Slide Images with Applications for Search and Classification—0
Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised LearningCode1
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image ClassificationCode1
Imaging-based histological features are predictive of MET alterations in Non-Small Cell Lung Cancer—0
Breast Cancer Molecular Subtypes Prediction on Pathological Images with Discriminative Patch Selecting and Multi-Instance Learning—0
Automatic Fine-grained Glomerular Lesion Recognition in Kidney Pathology—0
End-to-end Multiple Instance Learning with Gradient AccumulationCode1
Mutual Contrastive Low-rank Learning to Disentangle Whole Slide Image Representations for Glioma Grading—0
Keep It Accurate and Robust: An Enhanced Nuclei Analysis FrameworkCode0
One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and ClassificationCode1
Multi-Scale Hybrid Vision Transformer for Learning Gastric Histology: AI-Based Decision Support System for Gastric Cancer Treatment—0
Visual attention analysis of pathologists examining whole slide images of Prostate cancer—0
Handcrafted Histological Transformer (H2T): Unsupervised Representation of Whole Slide ImagesCode1
A Pragmatic Machine Learning Approach to Quantify Tumor Infiltrating Lymphocytes in Whole Slide ImagesCode0
Inference of captions from histopathological patchesCode1
Multi-magnification networks for deformable image registration on histopathology images—0
Pan-tumor CAnine cuTaneous Cancer Histology (CATCH) datasetCode1
H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regressionCode1
MAg: a simple learning-based patient-level aggregation method for detecting microsatellite instability from whole-slide imagesCode0
Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and ClassificationCode0
Classification of histopathology images using ConvNets to detect Lupus Nephritis—0
Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning—0
Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological imagesCode1
Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy SlidesCode1
Automatic tumour segmentation in H&E-stained whole-slide images of the pancreas—0
Decentralized Federated Learning through Proxy Model SharingCode1
Code-free development and deployment of deep segmentation models for digital pathologyCode1
Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification—0
BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images—0
First steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain—0
A Retrospective Analysis using Deep-Learning Models for Prediction of Survival Outcome and Benefit of Adjuvant Chemotherapy in Stage II/III Colorectal Cancer—0
Accounting for Dependencies in Deep Learning Based Multiple Instance Learning for Whole Slide Imaging—0
A Precision Diagnostic Framework of Renal Cell Carcinoma on Whole-Slide Images using Deep Learning—0
A Personalized Diagnostic Generation Framework Based on Multi-source Heterogeneous Data—0
MHAttnSurv: Multi-Head Attention for Survival Prediction Using Whole-Slide Pathology Images—0
Multi-Layer Pseudo-Supervision for Histopathology Tissue Semantic Segmentation using Patch-level Classification LabelsCode1
SlideGraph+: Whole Slide Image Level Graphs to Predict HER2Status in Breast CancerCode1
Unsupervised Artifact Detection for Whole Slide Images of Prostate Biopsies—0
Structure-aware scale-adaptive networks for cancer segmentation in whole-slide imagesCode0
Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide ImagesCode1
Automated risk classification of colon biopsies based on semantic segmentation of histopathology images—0
DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis—0
WeakSTIL: Weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need—0
Assessing domain adaptation techniques for mitosis detection in multi-scanner breast cancer histopathology imagesCode0
AMMASurv: Asymmetrical Multi-Modal Attention for Accurate Survival Analysis with Whole Slide Images and Gene Expression Data—0
Evaluating Transformer-based Semantic Segmentation Networks for Pathological Image Segmentation—0
Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimensCode0
OncoPetNet: A Deep Learning based AI system for mitotic figure counting on H&E stained whole slide digital images in a large veterinary diagnostic lab setting—0
U-Net-and-a-half: Convolutional network for biomedical image segmentation using multiple expert-driven annotationsCode0
A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective—0
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