Papers
Probabilistic Feature Imputation and Uncertainty-Aware Multimodal Federated Aggregation
Nafis Fuad Shahid, Maroof Ahmed, Md Akib Haider et al.
PaSAL: A Deep Learning Pipeline for Pulmonary Artery-Vein Segmentation and Anatomical Labeling in Thoracic CT
Jasper Eppink, Hoel Kervadec, Julian van Capelleveen et al.
Task-Conditioned 3D U-Nets via Hypernetworks for Data-Scarce Medical Segmentation
Luca Hagen, Johanna P. Müller, Moritz Gmeiner et al.
Domain-Constrained Distillation of DINOv3 into a Lightweight Foundation Model Toward Point-of-Care Ultrasound
Md Jaber Al Nahian, Shrimanti Ghosh, Jacob Jaremko et al.
RadAgents: Multimodal Agentic Reasoning for Chest X-ray Interpretation with Radiologist-like Workflows
Kai Zhang, Corey D Barrett, Jangwon Kim et al.
Revisiting foundation models for cell instance segmentation
Anwai Archit, Constantin Pape
GEMCONT: Genetics-based Multimodal Contrastive Learning Enhances Phenotypic embeddings and Boosts Genetic Discovery
Daniel Sens, Liubov Shilova, Adrian V. Dalca et al.
CSVR: Combined Surface and Volume Registration for Neonatal Brain MRI
Saga N.B. Masui, Yourong Guo, Mohamed A. Suliman et al.
Beyond scalar losses: calibrating segmentation models via gradient vector field surgery
Laurin Lux, Alexander H. Berger, Moritz Knolle et al.
SuD-CoTAN: Sulcal Depth-guided Anatomically Consistent Fetal Cortical Surface Reconstruction
Irina Grigorescu, Jiaxin Xiao, Yourong Guo et al.
Learning Robust Medical Image Segmentation with Inductive Bias
Shrajan Bhandary, Dejan Kuhn, Zahra Babaiee et al.
Counterfactual Intervention in Attention Multiple Instance Learning For Digital Pathology
Imane Chraki, Pierre Marza, Stergios Christodoulidis et al.
Democratising Pathology Co-Pilots: An Open Pipeline and Dataset for Whole-Slide Vision-Language Modelling
Sander Moonemans, Sebastiaan Ram, Frédérique Meeuwsen et al.
Explainable HCC Diagnosis on Dynamic Contrast-Enhanced MRI with a Li-RADS Concept Bottleneck
Killian Monnin, Patrick Jeltsch, Lucia Fernandes-Mendes et al.
More is more: leveraging multi-rater information for whole slide images grading via virtual expert panel
Jan Grove, Michel Botros, Ylva A Weeda et al.
Efficient Self-Supervised Adaptation of 3D Abdominal Vision-Language Model for Institution-Specific HCC Classification via Full Fine-Tuning and PEFT
Febryan Putra Kartika, Cheng-Yu Ma, Ying-Jia Lin et al.
Geometry-Aware Depth-Guided Explainable Multimodal Polyp Size Estimation: A Fusion Model Beyond RGB
Krispian Lawrence, Usha Goparaju, Luis Lamb
No Evidence of Disease: Clinically-Risky Adversarial Chest CT Report Generation
Samra Irshad, Junho Kim, Seong Tae Kim
TUNE++: Topology-Guided Uncertainty Estimation for Reliable 3D Medical Image Segmentation
Ashim Dhor, Abhirup Banerjee, Tanmay Basu
Anatomical Longitudinal Cortical Surface Registration
Aakash Saboo, Ashleigh Davies, Nashira Baena et al.
Learning Structure-Aware Foundational Representation of Rat Testicular Tubules Using Multiple Instance Learning
Vedang Kshirsagar, Saketh Juturu, Geetank Raipuria et al.
Evidential DualU-Net: Single-Pass Uncertainty for Cell Instance Segmentation
David Anglada-Rotger, Ferran Marques, Montse Pardàs
Robust Multi-Scale Implicit Neural Representations for Large-Deformation Lung Registration
Johannes B. Gebauer, Maximilian Nielsen, Frederic Madesta et al.
Training-Free Zero-Shot Anomaly Detection in 3D Brain MRI with 2D Foundation Models
Tai Le Gia, Jaehyun Ahn
RadImageNet-VQA: A Large-Scale CT and MRI Dataset for Radiologic Visual Question Answering
Léo Butsanets, Charles Corbière, Julien Khlaut et al.