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Medical Image Analysis

Papers

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Showing 1251–1300 of 1360 papers

TitleStatusHype
MsMorph: An Unsupervised pyramid learning network for brain image registrationCode0
RobustEMD: Domain Robust Matching for Cross-domain Few-shot Medical Image SegmentationCode0
Robust Fairness Vision-Language Learning for Medical Image AnalysisCode0
Whole-slide-imaging Cancer Metastases Detection and Localization with Limited Tumorous DataCode0
Deep Efficient Continuous Manifold Learning for Time Series ModelingCode0
An Interpretable Deep Learning Approach for Skin Cancer CategorizationCode0
unORANIC: Unsupervised Orthogonalization of Anatomy and Image-Characteristic FeaturesCode0
Multi-layer Aggregation as a key to feature-based OOD detectionCode0
Brain Age Estimation with a Greedy Dual-Stream Model for Limited DatasetsCode0
Multi-Modal Federated Learning for Cancer Staging over Non-IID Datasets with Unbalanced ModalitiesCode0
Survey on Adversarial Attack and Defense for Medical Image Analysis: Methods and ChallengesCode0
ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image DatasetCode0
Cross-dimensional transfer learning in medical image segmentation with deep learningCode0
Cross-D Conv: Cross-Dimensional Transferable Knowledge Base via Fourier Shifting OperationCode0
CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarningCode0
Roughness Index and Roughness Distance for Benchmarking Medical SegmentationCode0
UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks ClusteringCode0
COVID-19 detection from pulmonary CT scans using a novel EfficientNet with attention mechanismCode0
Representation Disentanglement for Multi-task Learning with application to Fetal UltrasoundCode0
Multiple Landmark Detection using Multi-Agent Reinforcement LearningCode0
CosSIF: Cosine similarity-based image filtering to overcome low inter-class variation in synthetic medical image datasetsCode0
Multiple Teachers-Meticulous Student: A Domain Adaptive Meta-Knowledge Distillation Model for Medical Image ClassificationCode0
Contour Transformer Network for One-shot Segmentation of Anatomical StructuresCode0
Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context AdaptationCode0
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising ModelCode0
BlazeNeo: Blazing fast polyp segmentation and neoplasm detectionCode0
Beyond Labels: Visual Representations for Bone Marrow Cell Morphology RecognitionCode0
Conquering the Retina: Bringing Visual in-Context Learning to OCTCode0
Beyond Knowledge Silos: Task Fingerprinting for Democratization of Medical Imaging AICode0
Beta-Rank: A Robust Convolutional Filter Pruning Method For Imbalanced Medical Image AnalysisCode0
Benchmarking Scalable Epistemic Uncertainty Quantification in Organ SegmentationCode0
Dynamic multi-object Gaussian process models: A framework for data-driven functional modelling of human jointsCode0
Multi-View and Multi-Scale Alignment for Contrastive Language-Image Pre-training in MammographyCode0
Scale-Equivariant Deep Learning for 3D DataCode0
BEDS: Bagging ensemble deep segmentation for nucleus segmentation with testing stage stain augmentationCode0
DVPT: Dynamic Visual Prompt Tuning of Large Pre-trained Models for Medical Image AnalysisCode0
Unsupervised Domain Adaptation for Brain Vessel Segmentation through Transwarp Contrastive LearningCode0
Be Careful When Evaluating Explanations Regarding Ground TruthCode0
Navigating Data Scarcity using Foundation Models: A Benchmark of Few-Shot and Zero-Shot Learning Approaches in Medical ImagingCode0
Confidence-Aware and Self-Supervised Image Anomaly LocalisationCode0
Computing CNN Loss and Gradients for Pose Estimation with Riemannian GeometryCode0
Visual Interpretable and Explainable Deep Learning Models for Brain Tumor MRI and COVID-19 Chest X-ray ImagesCode0
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image SegmentationCode0
Neurodevelopmental Phenotype Prediction: A State-of-the-Art Deep Learning ModelCode0
NeurReg: Neural Registration and Its Application to Image SegmentationCode0
Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical ImagesCode0
D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical ImagesCode0
Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRICode0
Domain-Adaptive Pre-training of Self-Supervised Foundation Models for Medical Image Classification in Gastrointestinal EndoscopyCode0
Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scansCode0
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