Papers
ECT-3DMedSAM: Efficient Cross Teaching Using Segment Anything Model for Semi-Supervised 3D Medical Image Segmentation
Zhewen Huang, Sara R. Guariglia, Jiaqi Yang et al.
Decoupling Vision and Reasoning: A Data-Efficient Pipeline for Surgical VQA
Mohamed Hamdy, Fatmaelzahraa Ali Ahmed, Muraam Abdel-Ghani et al.
Beyond Diffusion: Consistency Models for One-Step, High-Fidelity MRI Reconstruction
Mary-Brenda Akoda, Chen Qin
Tagged-Informed Prior for Motion Quantification in Cine CMR Using Implicit Neural Representations
Laura Alvarez-Florez, Soufiane Ben Haddou, Fleur V. Y. Tjong et al.
SEG4SEG: Identifying Systematic Failure Modes in Segmentation by Subgroup Discovery Methods
Nina Weng, Eike Petersen, Alceu Bissoto et al.
T1-PILOT: Physics-Informed Learned Optimized Trajectories for T1 Mapping Acceleration
Tamir Shor, Moti Freiman, Chaim Baskin et al.
RadVLM-GRPO: Enhancing Chest X-ray Report Generation and Visual Grounding via Reinforcement Learning
Benjamin Gundersen, Nicolas Deperrois, Samuel Ruiperez-Campillo et al.
Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections
Max Kirchner, Alexander C. Jenke, Sebastian Bodenstedt et al.
MedKamba: A Novel Approach Integrating State-Space Models and Fractional Kolmogorov–Arnold Networks for Medical Image Segmentation
Amit Shakya, Akanksha Yadav, Rupesh Kumar et al.
REVEAL: Multimodal Vision–Language Alignment of Retinal Morphometry and Clinical Risks for Incident AD and Dementia Prediction
Seowung Leem, Lin Gu, Chenyu You et al.
Unpaired Multimodal Learning for Biological Datasets
Zongliang Ji, Cian Eastwood, Anna Goldenberg et al.
CyclePhase: Robust phase detection in cardiovascular imaging through cyclic motion estimation
Soufiane Ben Haddou, Rudolf L. M. van Herten, Connie R. Bezzina et al.
FutureMorph: Toward Predicting Future Deformation Fields in Longitudinal Imaging
Samah Khawaled, Mert R. Sabuncu
HyperCT: Low-Rank Hypernet for Unified Chest CT Analysis
Fengbei Liu, Sunwoo Kwak, Hao Phung et al.
X-Cardia: Phenotype-Guided Cross-Modal Alignment for Opportunistic Cardiac Screening on Routine Chest CT
Nusrat Binta Nizam, Fengbei Liu, Sunwoo Kwak et al.
Landmark Detection Uncertainty as a Reliability Weight for Robust Landmark-based 2D/3D Pelvic Pose Estimation
Yehyun Suh, Brayden Schott, Chou Mo et al.
EndoStreamDepth: Temporally Consistent Monocular Depth Estimation for Endoscopic Video Streams
Hao Li, Daiwei Lu, Jiacheng Wang et al.
Endo-SemiS: Towards Robust Semi-Supervised Image Segmentation for Endoscopic Video
Hao Li, Daiwei Lu, Xing Yao et al.
MILCA: Malaria Parasite Detection from Sample-Level Weak Labels
Petru Manescu, Delmiro Fernandez-Reyes
Rendering with a Gut Feeling: Depth-Guided Triangle Splatting for Physically Consistent Colonoscopic Reconstruction
Romain Hardy, Andrea Dunn Beltran, Todd A. Brenner et al.
Temporal Memory Enhancement for Semantic Segmentation in Surgical Video
Zheyao Gao, Qian Wu, Yueyao Chen et al.
LightRefine-PCXR: A Lightweight Refinement Framework for Efficient Medical Device Suppression in Pediatric Chest X-Rays
Mingze Jiang, Xueyang Li, John Kheir et al.
NeuroLangSeg: Language-Guided Subcortical Segmentation with Pseudo-Supervision and Anatomical–Linguistic Validation
Ruiying Liu, Jialu Liu, Xuzhe Zhang et al.
One-by-One Stainer: A Fast and Hallucination Resilient Domain Adaptation Method for Histopathology
Karel Moens, Jonas De Vylder, Tinne Tuytelaars et al.
A Simple yet Effective Adaptive Inter-organ Contrastive Learning Framework for Unsupervised Domain Adaptation
Yiyou Sun, Zheyao Gao, Xiaogen Zhou et al.