Papers - Image - Segmentation - Cancer
updated
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor
Segmentation from CT Volumes
Paper
• 1709.07330
• Published
• 2
Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic
Tumors on CT scans
Paper
• 1801.08599
• Published
• 2
Hierarchical multi-class segmentation of glioma images using networks
with multi-level activation function
Paper
• 1810.09488
• Published
• 2
Cross-modality (CT-MRI) prior augmented deep learning for robust lung
tumor segmentation from small MR datasets
Paper
• 1901.11369
• Published
• 2
Head and Neck Tumor Segmentation from [18F]F-FDG PET/CT Images Based on
3D Diffusion Model
Paper
• 2401.17593
• Published
• 3
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with
Transformer-based Networks
Paper
• 2310.13727
• Published
• 2
3D Medical Image Segmentation based on multi-scale MPU-Net
Paper
• 2307.05799
• Published
• 2
Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin
Lesion Segmentation
Paper
• 2210.16898
• Published
• 2
Self-Supervised U-Net for Segmenting Flat and Sessile Polyps
Paper
• 2110.08776
• Published
• 2
Saliency-Guided Deep Learning Network for Automatic Tumor Bed Volume
Delineation in Post-operative Breast Irradiation
Paper
• 2105.02771
• Published
• 2
Qutrit-inspired Fully Self-supervised Shallow Quantum Learning Network
for Brain Tumor Segmentation
Paper
• 2009.06767
• Published
• 2
The Effects of Image Pre- and Post-Processing, Wavelet Decomposition,
and Local Binary Patterns on U-Nets for Skin Lesion Segmentation
Paper
• 1805.05239
• Published
• 2
A joint 3D UNet-Graph Neural Network-based method for Airway
Segmentation from chest CTs
Paper
• 1908.08588
• Published
• 2
Joint Liver and Hepatic Lesion Segmentation in MRI using a Hybrid CNN
with Transformer Layers
Paper
• 2201.10981
• Published
• 2
Meta-information-aware Dual-path Transformer for Differential Diagnosis
of Multi-type Pancreatic Lesions in Multi-phase CT
Paper
• 2303.00942
• Published
• 2
Cross-Shaped Windows Transformer with Self-supervised Pretraining for
Clinically Significant Prostate Cancer Detection in Bi-parametric MRI
Paper
• 2305.00385
• Published
• 2
Evaluating Transformer-based Semantic Segmentation Networks for
Pathological Image Segmentation
Paper
• 2108.11993
• Published
• 2
Using Multi-scale SwinTransformer-HTC with Data augmentation in CoNIC
Challenge
Paper
• 2202.13588
• Published
• 2
From Modern CNNs to Vision Transformers: Assessing the Performance,
Robustness, and Classification Strategies of Deep Learning Models in
Histopathology
Paper
• 2204.05044
• Published
• 2
Self-Supervised Vision Transformers Learn Visual Concepts in
Histopathology
Paper
• 2203.00585
• Published
• 3
GasHis-Transformer: A Multi-scale Visual Transformer Approach for
Gastric Histopathological Image Detection
Paper
• 2104.14528
• Published
• 2
A Biomedical Entity Extraction Pipeline for Oncology Health Records in
Portuguese
Paper
• 2304.08999
• Published
• 3