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Medical Image Analysis

Papers

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Showing 1151–1200 of 1360 papers

TitleStatusHype
QuickDraw: Fast Visualization, Analysis and Active Learning for Medical Image SegmentationCode0
Deep Perceptual Enhancement for Medical Image AnalysisCode0
Deeply Supervised Active Learning for Finger Bones SegmentationCode0
mage based prognosis in head and neck cancer using convolutional neural networks: a case study in reproducibility and optimizationCode0
Deep Convolutional Neural Networks for Breast Cancer Histology Image AnalysisCode0
Image Segmentation: Inducing graph-based learningCode0
Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis using Slice Discovery MethodsCode0
Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRICode0
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image SegmentationCode0
Random Data Augmentation based Enhancement: A Generalized Enhancement Approach for Medical DatasetsCode0
Margin-Aware Intra-Class Novelty Identification for Medical ImagesCode0
W-net: Simultaneous segmentation of multi-anatomical retinal structures using a multi-task deep neural networkCode0
Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical DomainCode0
Mask of truth: model sensitivity to unexpected regions of medical imagesCode0
AirLab: Autograd Image Registration LaboratoryCode0
Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few LabelsCode0
IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernelsCode0
Towards Segment Anything Model (SAM) for Medical Image Segmentation: A SurveyCode0
SoftDropConnect (SDC) -- Effective and Efficient Quantification of the Network Uncertainty in Deep MR Image AnalysisCode0
RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei ClassificationCode0
How good are variational autoencoders at transfer learning?Code0
How Good Are Synthetic Medical Images? An Empirical Study with Lung UltrasoundCode0
Realistic Image Normalization for Multi-Domain SegmentationCode0
Solo or Ensemble? Choosing a CNN Architecture for Melanoma ClassificationCode0
Histopathological Image Classification using Discriminative Feature-oriented Dictionary LearningCode0
MedBlindTuner: Towards Privacy-preserving Fine-tuning on Biomedical Images with Transformers and Fully Homomorphic EncryptionCode0
Achieving state-of-the-art performance in the Medical Out-of-Distribution (MOOD) challenge using plausible synthetic anomaliesCode0
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
Going to Extremes: Weakly Supervised Medical Image SegmentationCode0
GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image SegmentationCode0
Verifiable and Energy Efficient Medical Image Analysis with Quantised Self-attentive Deep Neural NetworksCode0
Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation StudyCode0
Generalizing Medical Image Representations via Quaternion Wavelet NetworksCode0
A Question-Centric Model for Visual Question Answering in Medical ImagingCode0
Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical ImageCode0
Frequency-Based Federated Domain Generalization for Polyp SegmentationCode0
AGD-Autoencoder: Attention Gated Deep Convolutional Autoencoder for Brain Tumor SegmentationCode0
Additive Tensor Decomposition Considering Structural Data InformationCode0
Medical Artificial Intelligence for Early Detection of Lung Cancer: A SurveyCode0
Adversarial Robustness Study of Convolutional Neural Network for Lumbar Disk Shape Reconstruction from MR imagesCode0
UNGT: Ultrasound Nasogastric Tube Dataset for Medical Image AnalysisCode0
ViG-UNet: Vision Graph Neural Networks for Medical Image SegmentationCode0
FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image AnalysisCode0
Capsule Networks against Medical Imaging Data ChallengesCode0
Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent DataCode0
Medical image denoising using convolutional denoising autoencodersCode0
SKID: Self-Supervised Learning for Knee Injury Diagnosis from MRI DataCode0
Decomposition of Longitudinal Deformations via Beltrami DescriptorsCode0
Few-shot Diagnosis of Chest x-rays Using an Ensemble of Random Discriminative SubspacesCode0
REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI SegmentationCode0
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