medical imaging

960 papers

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Also known as

MRI

Co-occurring keywords

semantic segmentation (3179) image segmentation (962) multimodal learning (4622) self-supervised learning (3751) domain adaptation (4578) convolutional neural network (4216) chest x-ray (110) deep learning (2111) contrastive learning (3979) vision-language model (2235)

Papers

RL-U2Net: A Dual-Branch UNet with Reinforcement Learning-Assisted Multimodal Feature Fusion for Accurate 3D Whole-Heart Segmentation AAAI 2026

Automated Unified Reasoning with Vision-Language Models for Multi-modal Burn Assessment AAAI 2026

A Foundation Model for Brain MRI with Dynamic Modality Integration (Student Abstract) AAAI 2026

DiA-gnostic VLVAE: Disentangled Alignment-Constrained Vision Language Variational AutoEncoder for Robust Radiology Reporting with Missing Modalities AAAI 2026

MedReasoner: Reinforcement Learning Drives Reasoning Grounding from Clinical Thought to Pixel-Level Precision AAAI 2026

ScoliGaitX: A Deep Multi-Modal Fusion Network for Scoliosis Assessment via Gait Video Analysis WACV 2026

2S-CEDiff: A Two-Stage Diffusion Framework for Generating High-Fidelity Contrast-Enhanced CT Images from Non-Contrast Scans WACV 2026

AortaDiff: A Unified Multitask Diffusion Framework for Contrast-Free AAA Imaging WACV 2026

FARF-Net: Frequency-guided Adaptive Receptive Field Network for Edge-enhanced Polyp Segmentation WACV 2026

A Novel Metric for Detecting Memorization in Generative Models for Brain MRI Synthesis WACV 2026

Fetal and Neonatal Cortical Surface Reconstruction with Anatomical Normal-guidance and Perceptual Enhancements WACV 2026

Boosting Medical Vision-Language Pretraining via Momentum Self-Distillation under Limited Computing Resources WACV 2026

From SAM to DINOv2: Towards Distilling Foundation Models to Lightweight Baselines for Generalized Polyp Segmentation WACV 2026

Dual-Domain Multimodal Hyperbolic Fusion for Cardiopulmonary Disease Diagnosis in Emergency Care WACV 2026

Q-Former Autoencoder: A Modern Framework for Medical Anomaly Detection WACV 2026

Decomposition Sampling for Efficient Region Annotations in Active Learning WACV 2026

UI-Styler: Ultrasound Image Style Transfer with Class-Aware Prompts for Cross-Device Diagnosis Using a Frozen Black-Box Inference Network WACV 2026

Overcoming Small Data Limitations in Video-Based Infant Respiration Estimation WACV 2026

CLIP-IT: CLIP-based Pairing of Histology Images with Privileged Textual Information WACV 2026

Cycle-Consistent Multi-Graph Matching for Self-Supervised Annotation of C. Elegans WACV 2026

SilverLining: Data-First Mitigation of Spatial and Spectral Shortcuts Without Introducing New Confounders WACV 2026

Multimodal Medical Image Binding via Shared Text Embeddings WACV 2026

ASC: Learning Augmentation Severity-Consistent Representations Improves Generalization via Augmentation Search WACV 2026

Rad-Flamingo: A Multimodal Prompt driven Radiology Report Generation Framework with Patient-Centric Explanations EACL 2026

MARE: Multimodal Analogical Reasoning for Disease Evolution-Aware Radiology Report Generation AAAI 2026