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whole slide images

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TitleStatusHype
Selecting Regions of Interest in Large Multi-Scale Images for Cancer Pathology—0
Deep Interactive Learning: An Efficient Labeling Approach for Deep Learning-Based Osteosarcoma Treatment Response Assessment—0
Unsupervised Learning of Deep-Learned Features from Breast Cancer Images—0
Map3D: Registration Based Multi-Object Tracking on 3D Serial Whole Slide ImagesCode0
A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images—0
CNN-based Approach for Cervical Cancer Classification in Whole-Slide Histopathology ImagesCode0
Kernel Self-Attention in Deep Multiple Instance Learning—0
Evolved Explainable Classifications for Lymph Node Metastases—0
HistNet: Histopathology Segmentation Using Context Aggregation—0
Representing Whole Slide Cancer Image Features with Hilbert Curves—0
Supervision and Source Domain Impact on Representation Learning: A Histopathology Case StudyCode0
Hierarchical Deep Convolutional Neural Networks for Multi-category Diagnosis of Gastrointestinal Disorders on Histopathological Images—0
Representation Learning of Histopathology Images using Graph Neural Networks—0
Analysis Of Multi Field Of View Cnn And Attention Cnn On H&E Stained Whole-slide Images On Hepatocellular Carcinoma—0
HistomicsML2.0: Fast interactive machine learning for whole slide imaging data—0
Beyond Classification: Whole Slide Tissue Histopathology Analysis By End-To-End Part Learning—0
FFusionCGAN: An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slidesCode0
Learning to segment images with classification labels—0
Pan-Cancer Diagnostic Consensus Through Searching Archival Histopathology Images Using Artificial Intelligence—0
Yottixel -- An Image Search Engine for Large Archives of Histopathology Whole Slide Images—0
Learning Permutation Invariant Representations using Memory NetworksCode0
Detecting cutaneous basal cell carcinomas in ultra-high resolution and weakly labelled histopathological images—0
Deep learning assessment of breast terminal duct lobular unit involution: towards automated prediction of breast cancer risk—0
Deep Multi-Magnification Networks for Multi-Class Breast Cancer Image Segmentation—0
A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide ImagesCode0
Deep Learning for Whole Slide Image Analysis: An Overview—0
Restoration of marker occluded hematoxylin and eosin stained whole slide histology images using generative adversarial networks—0
Multi-Stage Pathological Image Classification using Semantic Segmentation—0
Large-scale Gastric Cancer Screening and Localization Using Multi-task Deep Neural Network—0
CeliacNet: Celiac Disease Severity Diagnosis on Duodenal Histopathological Images Using Deep Residual Networks—0
HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide ImagesCode0
A Closer Look at Domain Shift for Deep Learning in HistopathologyCode0
Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architectureCode0
Prediction of overall survival and molecular markers in gliomas via analysis of digital pathology images using deep learning—0
Self-Attentive Adversarial Stain NormalizationCode0
DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on AttentionCode0
A Semi-Supervised Framework for Automatic Pixel-Wise Breast Cancer Grading of Histological Images—0
Robust Histopathology Image Analysis: To Label or to Synthesize?—0
Weakly supervised training of pixel resolution segmentation models on whole slide images—0
Computer-aided Detection of Squamous Carcinoma of the Cervix in Whole Slide Images—0
Self-Supervised Similarity Learning for Digital Pathology—0
Ink removal from histopathology whole slide images by combining classification, detection and image generation modelsCode0
Breast Tumor Cellularity Assessment using Deep Neural Networks—0
PFA-ScanNet: Pyramidal Feature Aggregation with Synergistic Learning for Breast Cancer Metastasis Analysis—0
Weakly Supervised Instance Learning for Thyroid Malignancy Prediction from Whole Slide Cytopathology Images—0
Segmenting Potentially Cancerous Areas in Prostate Biopsies using Semi-Automatically Annotated Data—0
Interpretable Classification from Skin Cancer Histology Slides Using Deep Learning: A Retrospective Multicenter Study—0
Adaptive Weighting Multi-Field-of-View CNN for Semantic Segmentation in Pathology—0
Automated Classification of Histopathology Images Using Transfer LearningCode0
Improving Prostate Cancer Detection with Breast Histopathology Images—0
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