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Medical Image Analysis

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Showing 601–650 of 1360 papers

TitleStatusHype
Few Shot Medical Image Segmentation with Cross Attention TransformerCode1
Severity classification of ground-glass opacity via 2-D convolutional neural network and lung CT scans: a 3-day explorationCode0
Confidence-Aware and Self-Supervised Image Anomaly LocalisationCode0
Multi-granularity Interaction Simulation for Unsupervised Interactive Segmentation—0
Deployment of Image Analysis Algorithms under Prevalence ShiftsCode0
Self-distillation for surgical action recognitionCode1
Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions—0
A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide ImagesCode0
Less is More: Unsupervised Mask-guided Annotated CT Image Synthesis with Minimum Manual Segmentations—0
Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous DataCode0
Operating critical machine learning models in resource constrained regimesCode0
Robust Semi-Supervised Learning for Histopathology Images through Self-Supervision Guided Out-of-Distribution Scoring—0
Uncertainty-informed Mutual Learning for Joint Medical Image Classification and SegmentationCode1
Enhanced detection of the presence and severity of COVID-19 from CT scans using lung segmentation—0
UniCT DMI Solution for 3rd COV19D Competition on COVID-19 Detection through attention-based CNN for CT Scan—0
Medical Phrase Grounding with Region-Phrase Context Contrastive Alignment—0
Learning Homeomorphic Image Registration via Conformal-Invariant Hyperelastic Regularisation—0
Enhancing COVID-19 Severity Analysis through Ensemble MethodsCode0
An Evaluation of Non-Contrastive Self-Supervised Learning for Federated Medical Image Analysis—0
MOREA: a GPU-accelerated Evolutionary Algorithm for Multi-Objective Deformable Registration of 3D Medical Images—0
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis—0
Pyramid Pixel Context Adaption Network for Medical Image Classification with Supervised Contrastive Learning—0
Exploring Self-Supervised Representation Learning For Low-Resource Medical Image AnalysisCode0
ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of PneumothoraxCode1
Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical dataCode1
Inherently Interpretable Multi-Label Classification Using Class-Specific CounterfactualsCode0
Swin Deformable Attention Hybrid U-Net for Medical Image Segmentation—0
Magnification Invariant Medical Image Analysis: A Comparison of Convolutional Networks, Vision Transformers, and Token Mixers—0
SF2Former: Amyotrophic Lateral Sclerosis Identification From Multi-center MRI Data Using Spatial and Frequency Fusion TransformerCode2
Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMICode0
GPT4MIA: Utilizing Generative Pre-trained Transformer (GPT-3) as A Plug-and-Play Transductive Model for Medical Image Analysis—0
Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image AnalysisCode1
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images—0
Mixed-order self-paced curriculum learning for universal lesion detection—0
Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image SegmentationCode1
Improving CT Image Segmentation Accuracy Using StyleGAN Driven Data Augmentation—0
Uncertainty-Aware Multiple-Instance Learning for Reliable Classification: Application to Optical Coherence Tomography—0
Diffusion Denoising for Low-Dose-CT Model—0
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph—0
Is Autoencoder Truly Applicable for 3D CT Super-Resolution?Code0
MedSegDiff-V2: Diffusion based Medical Image Segmentation with TransformerCode3
Position Regression for Unsupervised Anomaly DetectionCode0
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset—0
Multi-Target Landmark Detection with Incomplete Images via Reinforcement Learning and Shape Prior—0
GraVIS: Grouping Augmented Views from Independent Sources for Dermatology Analysis—0
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive ReviewCode2
Deep-learning models in medical image analysis: Detection of esophagitis from the Kvasir Dataset—0
COVID-Net USPro: An Open-Source Explainable Few-Shot Deep Prototypical Network to Monitor and Detect COVID-19 Infection from Point-of-Care Ultrasound Images—0
On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal RepresentationsCode0
PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image AnalysisCode1
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