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Medical Image Analysis

Papers

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Showing 951–1000 of 1360 papers

TitleStatusHype
SimTriplet: Simple Triplet Representation Learning with a Single GPUCode1
Prediction of 5-year Progression-Free Survival in Advanced Nasopharyngeal Carcinoma with Pretreatment PET/CT using Multi-Modality Deep Learning-based Radiomics—0
Stabilized Medical Image AttacksCode0
Estimating and Improving Fairness with Adversarial LearningCode0
NVUM: Non-Volatile Unbiased Memory for Robust Medical Image ClassificationCode1
Deep reinforcement learning in medical imaging: A literature review—0
FedDis: Disentangled Federated Learning for Unsupervised Brain Pathology Segmentation—0
Self-supervised Mean Teacher for Semi-supervised Chest X-ray ClassificationCode0
Evaluation of Complexity Measures for Deep Learning Generalization in Medical Image AnalysisCode1
Learning With Context Feedback Loop for Robust Medical Image SegmentationCode0
Contrastive Learning Meets Transfer Learning: A Case Study In Medical Image Analysis—0
Deep learning based geometric registration for medical images: How accurate can we get without visual features?Code1
MixSearch: Searching for Domain Generalized Medical Image Segmentation ArchitecturesCode1
Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models—0
Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-supervised LearningCode1
Domain Adaptation for Medical Image Analysis: A Survey—0
BEDS: Bagging ensemble deep segmentation for nucleus segmentation with testing stage stain augmentationCode0
Multi-Texture GAN: Exploring the Multi-Scale Texture Translation for Brain MR Images—0
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentationCode1
Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review—0
Adversarial Robustness Study of Convolutional Neural Network for Lumbar Disk Shape Reconstruction from MR imagesCode0
Medical Datasets Collections for Artificial Intelligence-based Medical Image Analysis—0
Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography ImagesCode1
Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary—0
Task-driven Self-supervised Bi-channel Networks for Diagnosis of Breast Cancers with Mammography—0
Big Self-Supervised Models Advance Medical Image ClassificationCode1
Deep Learning applications for COVID-19—0
Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer—0
Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac SegmentationCode1
GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image RecognitionCode1
Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike?Code1
Stabilized Medical Attacks—0
Efficiently Troubleshooting Image Segmentation Models with Human-In-The-Loop—0
A Feasibility study for Deep learning based automated brain tumor segmentation using Magnetic Resonance Images—0
Unsupervised Learning of Local Discriminative Representation for Medical ImagesCode1
Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation—0
Revisiting 3D Context Modeling with Supervised Pre-training for Universal Lesion Detection in CT SlicesCode0
Multiple Sclerosis Lesion Segmentation -- A Survey of Supervised CNN-Based Methods—0
Privacy-preserving medical image analysis—0
Learning Medical Image Denoising with Deep Dynamic Residual Attention NetworkCode1
Deformable Gabor Feature Networks for Biomedical Image Classification—0
SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological ImagesCode1
Contour Transformer Network for One-shot Segmentation of Anatomical StructuresCode0
Self supervised contrastive learning for digital histopathologyCode1
USCL: Pretraining Deep Ultrasound Image Diagnosis Model through Video Contrastive Representation LearningCode1
Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy—0
Weakly- and Semi-Supervised Probabilistic Segmentation and Quantification of Ultrasound Needle-Reverberation Artifacts to Allow Better AI Understanding of Tissue Beneath Needles—0
A Simple Framework to Quantify Different Types of Uncertainty in Deep Neural Networks for Image Classification—0
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges—0
Learning Discriminative Representations for Fine-Grained Diabetic Retinopathy Grading—0
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