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Medical Image Analysis

Papers

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Showing 401–450 of 1360 papers

TitleStatusHype
Adaptive Interactive Segmentation for Multimodal Medical Imaging via Selection EngineCode0
Evaluating and Improving the Effectiveness of Synthetic Chest X-Rays for Medical Image Analysis—0
TAFM-Net: A Novel Approach to Skin Lesion Segmentation Using Transformer Attention and Focal Modulation—0
Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction—0
Med-2E3: A 2D-Enhanced 3D Medical Multimodal Large Language Model—0
Lung Disease Detection with Vision Transformers: A Comparative Study of Machine Learning Methods—0
Retinal Vessel Segmentation via Neuron Programming—0
A Survey on Vision Autoregressive Model—0
ViT Enhanced Privacy-Preserving Secure Medical Data Sharing and Classification—0
Navigating Distribution Shifts in Medical Image Analysis: A Survey—0
UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks ClusteringCode0
Cross-D Conv: Cross-Dimensional Transferable Knowledge Base via Fourier Shifting OperationCode0
Revisiting MAE pre-training for 3D medical image segmentation—0
Advanced Hybrid Deep Learning Model for Enhanced Classification of Osteosarcoma Histopathology Images—0
Towards Multi-dimensional Explanation Alignment for Medical Classification—0
KA^2ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation—0
DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis—0
MsMorph: An Unsupervised pyramid learning network for brain image registrationCode0
Deep Generative Models for 3D Medical Image Synthesis—0
Domain-Adaptive Pre-training of Self-Supervised Foundation Models for Medical Image Classification in Gastrointestinal EndoscopyCode0
Random Token Fusion for Multi-View Medical Diagnosis—0
Private, Efficient and Scalable Kernel Learning for Medical Image Analysis—0
Concept Complement Bottleneck Model for Interpretable Medical Image Diagnosis—0
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingCode0
A novel approach towards the classification of Bone Fracture from Musculoskeletal Radiography images using Attention Based Transfer Learning—0
Deep Learning Applications in Medical Image Analysis: Advancements, Challenges, and Future Directions—0
Medical Artificial Intelligence for Early Detection of Lung Cancer: A SurveyCode0
Machine learning approach to brain tumor detection and classification—0
UniCoN: Universal Conditional Networks for Multi-Age Embryonic Cartilage Segmentation with Sparsely Annotated Data—0
From Real Artifacts to Virtual Reference: A Robust Framework for Translating Endoscopic Images—0
REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI SegmentationCode0
EG-SpikeFormer: Eye-Gaze Guided Transformer on Spiking Neural Networks for Medical Image Analysis—0
Medical Image Quality Assessment based on Probability of Necessity and Sufficiency—0
Federated brain tumor segmentation: an extensive benchmark—0
Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks—0
CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registrationCode0
Frequency-Based Federated Domain Generalization for Polyp SegmentationCode0
RobustEMD: Domain Robust Matching for Cross-domain Few-shot Medical Image SegmentationCode0
Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRICode0
Devil is in Details: Locality-Aware 3D Abdominal CT Volume Generation for Self-Supervised Organ SegmentationCode0
Dual-Attention Frequency Fusion at Multi-Scale for Joint Segmentation and Deformable Medical Image Registration—0
Toward Deep Learning-based Segmentation and Quantitative Analysis of Cervical Spinal Cord Magnetic Resonance Images—0
Introducing SDICE: An Index for Assessing Diversity of Synthetic Medical Datasets—0
3D-CT-GPT: Generating 3D Radiology Reports through Integration of Large Vision-Language Models—0
Multi-View and Multi-Scale Alignment for Contrastive Language-Image Pre-training in MammographyCode0
Segmentation Strategies in Deep Learning for Prostate Cancer Diagnosis: A Comparative Study of Mamba, SAM, and YOLOCode0
TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image SegmentationCode0
Improved Unet brain tumor image segmentation based on GSConv module and ECA attention mechanism—0
Semi-overcomplete convolutional auto-encoder embedding as shape priors for deep vessel segmentation—0
EFCM: Efficient Fine-tuning on Compressed Models for deployment of large models in medical image analysis—0
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