Addressing Label Scarcity and Domain Shift in Medical Image Segmentation
https://doi.org/10.1007/978-3-032-04981-0_4

AdFair-CLIP: Adversarial Fair Contrastive Language-Image Pre-training for Chest X-rays
https://doi.org/10.1007/978-3-032-04978-0_2

Advancing Medical Representation Learning Through High-Quality Data
https://doi.org/10.1007/978-3-032-05169-1_3

AdvMIM: Adversarial Masked Image Modeling for Semi-Supervised Medical Image Segmentation
https://doi.org/10.1007/978-3-032-05325-1_6

AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification
https://doi.org/10.1007/978-3-032-04981-0_5

AffinityUMamba: Uncertainty-Aware Medical Image Segmentation via Probabilistic Weak Supervision Beyond Gold-Standard Annotations
https://doi.org/10.1007/978-3-032-04947-6_4

All-in-One Medical Image Restoration with Latent Diffusion-Enhanced Vector-Quantized Codebook Prior
https://doi.org/10.1007/978-3-032-05325-1_7

Alzheimer’s Disease Recognition Based on Adaptive Graph Normalization Flow for Incomplete Multimodal Data Fusion
https://doi.org/10.1007/978-3-032-04984-1_7

Ambiguous Medical Image Segmentation Using Diffusion Schrödinger Bridge
https://doi.org/10.1007/978-3-032-04965-0_3

An Anatomical Significance-Aware Architecture for Explainable Myocardial Infarction Prediction via Multi-Task Learning
https://doi.org/10.1007/978-3-032-05185-1_2

Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based Applications
https://doi.org/10.1007/978-3-032-04965-0_4

Anatomical Graph-based Multilevel Distillation for Robust Alzheimer’s Disease Diagnosis with Missing Modalities
https://doi.org/10.1007/978-3-032-04984-1_8

Anatomical Structure Few-Shot Detection Utilizing Enhanced Human Anatomy Knowledge in Ultrasound Images
https://doi.org/10.1007/978-3-032-04971-1_4

Anatomy-Aware Frequency-Attention Transformer Networks for Liver Couinaud CT/MR Segmentation
https://doi.org/10.1007/978-3-032-04927-8_6

Anatomy-Aware Low-Dose CT Denoising via Pretrained Vision Models and Semantic-Guided Contrastive Learning
https://doi.org/10.1007/978-3-032-04937-7_2

Anatomy-based Self-supervised Pre-training for Scale-robust Hierarchical Representations in Chest X-rays
https://doi.org/10.1007/978-3-032-05127-1_7

Anatomy-Conserving Unpaired CBCT-to-CT Translation via Schrödinger Bridge
https://doi.org/10.1007/978-3-032-04965-0_5

Anatomy-Guided Multimodal Graph Networks for Alzheimer’s Disease: Integrative Analysis of Cross-Modal Brain Connectivity Signatures
https://doi.org/10.1007/978-3-032-05162-2_7

Anomaly Detection by Clustering DINO Embeddings using a Dirichlet Process Mixture
https://doi.org/10.1007/978-3-032-04947-6_5

Aorta Multi-class Segmentation via Anatomically Constrained Plane Detection
https://doi.org/10.1007/978-3-032-04947-6_6

Asymmetric Matching in Abdominal Lymph Nodes of Follow-up CT Scans
https://doi.org/10.1007/978-3-032-05114-1_4

Asynchronous Multi-Modal Learning for Dynamic Risk Monitoring of Acute Respiratory Distress Syndrome in Intensive Care Units
https://doi.org/10.1007/978-3-032-05182-0_2

Attention-Based Multimodal Deep Learning Model for Post-Stroke Motor Impairment Prediction
https://doi.org/10.1007/978-3-032-05182-0_3

Attention-Guided Vector Quantized Variational Autoencoder for Brain Tumor Segmentation
https://doi.org/10.1007/978-3-032-04927-8_7

Augmented Reality-based Guidance with Deformable Registration in Head and Neck Tumor Resection
https://doi.org/10.1007/978-3-032-05114-1_5