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Medical Image Analysis

Papers

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Showing 151–200 of 1360 papers

TitleStatusHype
Brain Imaging Generation with Latent Diffusion ModelsCode1
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image RestorationCode1
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image SegmentationCode1
Interpreting Latent Spaces of Generative Models for Medical Images using Unsupervised MethodsCode1
CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGANCode1
Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-RaysCode1
Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRICode1
The Lighter The Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive PruningCode1
Non-iterative Coarse-to-fine Registration based on Single-pass Deep Cumulative LearningCode1
How GNNs Facilitate CNNs in Mining Geometric Information from Large-Scale Medical ImagesCode1
Federated Multi-organ Segmentation with Inconsistent LabelsCode1
Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI SegmentationCode1
CASS: Cross Architectural Self-Supervision for Medical Image AnalysisCode1
Metrics reloaded: Recommendations for image analysis validationCode1
The Fully Convolutional Transformer for Medical Image SegmentationCode1
Self-supervised 3D anatomy segmentation using self-distilled masked image transformer (SMIT)Code1
Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical ImagingCode1
Symmetric Transformer-based Network for Unsupervised Image RegistrationCode1
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image AnalysisCode1
Follow My Eye: Using Gaze to Supervise Computer-Aided DiagnosisCode1
MFSNet: A Multi Focus Segmentation Network for Skin Lesion SegmentationCode1
Point-Unet: A Context-aware Point-based Neural Network for Volumetric SegmentationCode1
Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective FunctionsCode1
ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRICode1
Self Pre-training with Masked Autoencoders for Medical Image Classification and SegmentationCode1
Precision-medicine-toolbox: An open-source python package for facilitation of quantitative medical imaging and radiomics analysisCode1
Guidelines and Evaluation of Clinical Explainable AI in Medical Image AnalysisCode1
An Active Contour Model Using Matched Filter and Hessian Matrix for Retinal Vessels SegmentationCode1
Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-trainingCode1
UniMiSS: Universal Medical Self-Supervised Learning via Breaking Dimensionality BarrierCode1
FIBA: Frequency-Injection based Backdoor Attack in Medical Image AnalysisCode1
Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image AnalysisCode1
ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image ClassificationCode1
TransMorph: Transformer for unsupervised medical image registrationCode1
Panoptic Segmentation: A ReviewCode1
Deep Anomaly Generation: An Image Translation Approach of Synthesizing Abnormal Banded Chromosome ImagesCode1
Domain Composition and Attention for Unseen-Domain Generalizable Medical Image SegmentationCode1
Self-supervised Pseudo Multi-class Pre-training for Unsupervised Anomaly Detection and Segmentation in Medical ImagesCode1
Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural NetworksCode1
A Systematic Benchmarking Analysis of Transfer Learning for Medical Image AnalysisCode1
Meta-repository of screening mammography classifiersCode1
TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor SegmentationCode1
Superpixel-guided Iterative Learning from Noisy Labels for Medical Image SegmentationCode1
A Systematic Collection of Medical Image Datasets for Deep LearningCode1
Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement ModelingCode1
Medical Image Analysis on Left Atrial LGE MRI for Atrial Fibrillation Studies: A ReviewCode1
CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed TomographyCode1
Swin-Unet: Unet-like Pure Transformer for Medical Image SegmentationCode1
CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time SegmentationCode1
Structured dataset documentation: a datasheet for CheXpertCode1
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