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Medical Image Analysis

Papers

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Showing 401–450 of 1360 papers

TitleStatusHype
CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registrationCode0
Beyond Knowledge Silos: Task Fingerprinting for Democratization of Medical Imaging AICode0
Beyond Labels: Visual Representations for Bone Marrow Cell Morphology RecognitionCode0
Multi-layer Aggregation as a key to feature-based OOD detectionCode0
Representation Disentanglement for Multi-task Learning with application to Fetal UltrasoundCode0
A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier ModelsCode0
Inherently Interpretable Multi-Label Classification Using Class-Specific CounterfactualsCode0
Intuitive Axial Augmentation Using Polar-Sine-Based Piecewise Distortion for Medical Slice-Wise SegmentationCode0
Improving Performance of Federated Learning based Medical Image Analysis in Non-IID Settings using Image AugmentationCode0
Denoising of MR images with Rician noise using a wider neural network and noise range divisionCode0
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingCode0
Improving Sickle Cell Disease Classification: A Fusion of Conventional Classifiers, Segmented Images, and Convolutional Neural NetworksCode0
Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image SegmentationCode0
Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal ConvolutionsCode0
A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy ImagesCode0
Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) ImagesCode0
Cross-dimensional transfer learning in medical image segmentation with deep learningCode0
3D Deep Learning on Medical Images: A ReviewCode0
Towards Resource-Efficient Streaming of Large-Scale Medical Image Datasets for Deep LearningCode0
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A SurveyCode0
Devil is in Details: Locality-Aware 3D Abdominal CT Volume Generation for Self-Supervised Organ SegmentationCode0
On Reducing Negative Jacobian Determinant of the Deformation Predicted by Deep Registration NetworksCode0
AirLab: Autograd Image Registration LaboratoryCode0
Cross-D Conv: Cross-Dimensional Transferable Knowledge Base via Fourier Shifting OperationCode0
CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarningCode0
Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-NetCode0
Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural NetworksCode0
Medical Image Fusion for High-Level Analysis: A Mutual Enhancement Framework for Unaligned PAT and MRICode0
Inverse-Consistent Deep Networks for Unsupervised Deformable Image RegistrationCode0
Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image AnalysisCode0
IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernelsCode0
COVID-19 detection from pulmonary CT scans using a novel EfficientNet with attention mechanismCode0
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image SegmentationCode0
Discovering Limitations of Image Quality Assessments with Noised Deep Learning Image SetsCode0
Towards Segment Anything Model (SAM) for Medical Image Segmentation: A SurveyCode0
Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRICode0
CosSIF: Cosine similarity-based image filtering to overcome low inter-class variation in synthetic medical image datasetsCode0
How Good Are Synthetic Medical Images? An Empirical Study with Lung UltrasoundCode0
How good are variational autoencoders at transfer learning?Code0
Asymmetric 3D Context Fusion for Universal Lesion DetectionCode0
Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic PerspectiveCode0
Achieving state-of-the-art performance in the Medical Out-of-Distribution (MOOD) challenge using plausible synthetic anomaliesCode0
Histopathological Image Classification using Discriminative Feature-oriented Dictionary LearningCode0
A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide ImagesCode0
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
Pseudo-healthy synthesis with pathology disentanglement and adversarial learningCode0
Contour Transformer Network for One-shot Segmentation of Anatomical StructuresCode0
Going to Extremes: Weakly Supervised Medical Image SegmentationCode0
Image Segmentation: Inducing graph-based learningCode0
Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context AdaptationCode0
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