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Medical Image Analysis

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Showing 201–250 of 1360 papers

TitleStatusHype
RobustEMD: Domain Robust Matching for Cross-domain Few-shot Medical Image SegmentationCode0
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
MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image SegmentationCode2
Introducing SDICE: An Index for Assessing Diversity of Synthetic Medical Datasets—0
Toward Deep Learning-based Segmentation and Quantitative Analysis of Cervical Spinal Cord Magnetic Resonance Images—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
Unsupervised Feature Orthogonalization for Learning Distortion-Invariant RepresentationsCode0
EFCM: Efficient Fine-tuning on Compressed Models for deployment of large models in medical image analysis—0
Improved Unet model for brain tumor image segmentation based on ASPP-coordinate attention mechanism—0
Quantifying Knee Cartilage Shape and Lesion: From Image to MetricsCode0
Structure-Aware Single-Source Generalization with Pixel-Level Disentanglement for Joint Optic Disc and Cup SegmentationCode1
Continual Domain Incremental Learning for Privacy-aware Digital Pathology—0
The Impact of Scanner Domain Shift on Deep Learning Performance in Medical Imaging: an Experimental Study—0
MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image SegmentationCode2
Kvasir-VQA: A Text-Image Pair GI Tract DatasetCode0
Aligning Medical Images with General Knowledge from Large Language ModelsCode1
Evaluating Reliability in Medical DNNs: A Critical Analysis of Feature and Confidence-Based OOD DetectionCode1
PromptSmooth: Certifying Robustness of Medical Vision-Language Models via Prompt LearningCode1
Visual Prompt Engineering for Medical Vision Language Models in Radiology—0
Exploring Adult Glioma through MRI: A Review of Publicly Available Datasets to Guide Efficient Image Analysis—0
Pre-training Everywhere: Parameter-Efficient Fine-Tuning for Medical Image Analysis via Target Parameter Pre-training—0
MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient—0
Deep Generative Classification of Blood Cell MorphologyCode1
Navigating Data Scarcity using Foundation Models: A Benchmark of Few-Shot and Zero-Shot Learning Approaches in Medical ImagingCode0
PI-Att: Topology Attention for Segmentation Networks through Adaptive Persistence Image Representation—0
InfLocNet: Enhanced Lung Infection Localization and Disease Detection from Chest X-Ray Images Using Lightweight Deep Learning—0
A Novel Momentum-Based Deep Learning Techniques for Medical Image Classification and Segmentation—0
Capsule Vision 2024 Challenge: Multi-Class Abnormality Classification for Video Capsule EndoscopyCode0
CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarningCode0
Novel adaptation of video segmentation to 3D MRI: efficient zero-shot knee segmentation with SAM2—0
CoBooM: Codebook Guided Bootstrapping for Medical Image Representation Learning—0
Do Sharpness-based Optimizers Improve Generalization in Medical Image Analysis?—0
PINNs for Medical Image Analysis: A Survey—0
Securing the Diagnosis of Medical Imaging: An In-depth Analysis of AI-Resistant Attacks—0
Yucca: A Deep Learning Framework For Medical Image AnalysisCode1
Exploring the Effect of Dataset Diversity in Self-Supervised Learning for Surgical Computer VisionCode2
Open Challenges on Fairness of Artificial Intelligence in Medical Imaging Applications—0
Masks and Manuscripts: Advancing Medical Pre-training with End-to-End Masking and Narrative Structuring—0
Dataset Distillation in Medical Imaging: A Feasibility Study—0
FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty QuantificationCode1
Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical DomainCode0
Segmentation of Prostate Tumour Volumes from PET Images is a Different Ball Game—0
SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation—0
PFPs: Prompt-guided Flexible Pathological Segmentation for Diverse Potential Outcomes Using Large Vision and Language Models—0
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