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Medical Image Analysis

Papers

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Showing 501–550 of 1360 papers

TitleStatusHype
Adversarial Robustness Analysis of Vision-Language Models in Medical Image SegmentationCode0
Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRICode0
Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) ImagesCode0
Is Texture Predictive for Age and Sex in Brain MRI?Code0
PePR: Performance Per Resource Unit as a Metric to Promote Small-Scale Deep Learning in Medical Image AnalysisCode0
Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous DataCode0
How good are variational autoencoders at transfer learning?Code0
Collaborative Training of Medical Artificial Intelligence Models with non-uniform LabelsCode0
Towards Segment Anything Model (SAM) for Medical Image Segmentation: A SurveyCode0
ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image SegmentationCode0
Achieving state-of-the-art performance in the Medical Out-of-Distribution (MOOD) challenge using plausible synthetic anomaliesCode0
Extending SEEDS to a Supervoxel Algorithm for Medical Image AnalysisCode0
Co-Learning Feature Fusion Maps from PET-CT Images of Lung CancerCode0
Histopathological Image Classification using Discriminative Feature-oriented Dictionary LearningCode0
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
Exploring Self-Supervised Representation Learning For Low-Resource Medical Image AnalysisCode0
Going to Extremes: Weakly Supervised Medical Image SegmentationCode0
Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation StudyCode0
exploreCOSMOS: Interactive Exploration of Conditional Statistical Shape Models in the Web-BrowserCode0
Generalizing Medical Image Representations via Quaternion Wavelet NetworksCode0
GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image SegmentationCode0
IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernelsCode0
CLIP-IT: CLIP-based Pairing for Histology Images ClassificationCode0
FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image AnalysisCode0
Frequency-Based Federated Domain Generalization for Polyp SegmentationCode0
Explainable and Lightweight Model for COVID-19 Detection Using Chest Radiology ImagesCode0
CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classificationCode0
Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored FactorsCode0
Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement NetworksCode0
Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical ImageCode0
Evaluating the Impact of Intensity Normalization on MR Image SynthesisCode0
Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent DataCode0
FESS Loss: Feature-Enhanced Spatial Segmentation Loss for Optimizing Medical Image AnalysisCode0
Exploring the similarity of medical imaging classification problemsCode0
Chronic Obstructive Pulmonary Disease Severity Classification using lung soundCode0
Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-NetCode0
A Question-Centric Model for Visual Question Answering in Medical ImagingCode0
Few-shot Diagnosis of Chest x-rays Using an Ensemble of Random Discriminative SubspacesCode0
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image SegmentationCode0
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysisCode0
MedBlindTuner: Towards Privacy-preserving Fine-tuning on Biomedical Images with Transformers and Fully Homomorphic EncryptionCode0
Estimating MRI Image Quality via Image Reconstruction Uncertainty—0
CheXLearner: Text-Guided Fine-Grained Representation Learning for Progression Detection—0
ESDMR-Net: A Lightweight Network With Expand-Squeeze and Dual Multiscale Residual Connections for Medical Image Segmentation—0
ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data—0
A Quantitative Comparison of Epistemic Uncertainty Maps Applied to Multi-Class Segmentation—0
Equivariant Neural Tangent Kernels—0
Channel Scaling: A Scale-and-Select Approach for Transfer Learning—0
A Conceptual Algorithm for Applying Ethical Principles of AI to Medical Practice—0
Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans—0
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