Papers
A-ADAPT: Adaptive Intracranial Artery Segmentation with Morphology-Guided Prompts and Difficulty-Aware Learning
Zhiwei Tan, Xin Wang, Meng Wang et al.
SegMaST: Mamba-based Spatio-Temporal Modeling to Improve Longitudinal Disease Detection and Segmentation
Aswathi Varma, Jonas Weidner, Laurin Lux et al.
Fast and Explicit: Slice-to-Volume Reconstruction via 3D Gaussian Primitives with Analytic Point Spread Function Modeling
Maik Dannecker, Steven Jia, Nil Stolt-Ansó et al.
BTReport: A Framework for Brain Tumor Radiology Report Generation with Clinically Relevant Features
Juampablo E. Heras Rivera, Dickson T. Chen, Tianyi Ren et al.
NISF$++$: Geometrically-grounded implicit representations of 3D$+$time cardiac function from 2D short- and long-axis MR views
Nil Stolt-Ansó, Maik Dannecker, Steven Jia et al.
Can You Trust Your Model? Constructing Uncertainty Approximations Guaranteeing Validity of Glioma Segmentation Explanations
Tianyi Ren, Daniel Low, Rachel Xiang et al.
Bootstrapped Physically-Primed Neural Networks for Robust T2 Distribution Estimation in Low-SNR Pancreatic MRI
Hadas Ben Atya, Nicole Abramenkov, Noa Mashiah et al.
Does Grounding Improve Radiology Report Generation? An Empirical Study on PadChest-GR
Mohamed Aas-Alas, Alberto Albiol, Roberto Paredes
BETA: Resting-state fMRI Biotypes for tDCS Efficacy in Anxiety Among Older Adults At Risk For Alzheimer’s Disease
Skylar E. Stolte, Junfu Cheng, Chintan Acharya et al.
Domain Adaptation Without the Compute Burden for Efficient Whole Slide Image Analysis
Umar Marikkar, Muhammad Awais, Sara Atito
End-to-End Co-Optimization of Adaptive k-space Sampling and Reconstruction for Dynamic MRI
George Yiasemis, Jan-Jakob Sonke, Jonas Teuwen
Vesselpose: Vessel Graph Reconstruction from Learned Voxel-wise Direction Vectors in 3D Vascular Images
Rajalakshmi Palaniappan, Christoph Karg, Nemesio Navarro-Arambula et al.
Hyperbolic U-Net for Robust Medical Image Segmentation
Swasti S. Mishra, Max van Spengler, Erwin Berkhout et al.
A Deep Learning-Enabled Digital Twin Framework for Fast Online Adaptive Proton Therapy: A Validation Study in A Prostate SBRT Clinical Application
Chih-Wei Chang, Mojtaba Safari, Sri Sai Akkineni et al.
MCMA-Net++: Topology-Aware and Graph-Driven Glioma Segmentation in 3D MRI
Jihan Alameddin, Céline Thomarat, Rémy Guillevin et al.
From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image Analysis
Alexander Weers, Alexander H. Berger, Laurin Lux et al.
Discriminative Self-Supervised Pre-Training for Esophagitis Detection in Upper GI Endoscopy Images
Tobias Friedetzki, Naveen Chandraiah, Emil Svoboda et al.
Generalizing Abstention for Noise-Robust Learning in Medical Image Segmentation
Wesam Moustafa, Hossam Elsafty, Helen Schneider et al.
MID-POSE: Multi-Instrument Detection and Pose Estimation in Endoscopic Surgery
Wenhua Wei, Laurent Mennillo, Zhehua Mao et al.
Exploiting Intermediate Reconstructions in Optical Coherence Tomography for Test-Time Adaptation of Medical Image Segmentation
Thomas Pinetz, Veit Hucke, Hrvoje Bogunović
Towards Effective Surgical Representation Learning with DINO Models
Ronald L.P.D. de Jong, Yiping Li, Tim J.M. Jaspers et al.
Flow Matching for 3D Craniofacial Skeletal Data Generation
Giacomo Melacini, Stefano Mazzocchetti, Giuseppe Lisanti et al.
Uncertainty-aware Cycle Diffusion Model for Fair Glaucoma Diagnosis
Ziheng Wang, Shuran Yang, Yan Lin et al.
Guideline-Informed MLLM Reasoning for Pathology-Aware Postoperative Prostate CTV Segmentation
Yinhao Wu, Hengrui Zhao, Haiqing Li et al.
SGDC: Structurally-Guided Dynamic Convolution for Medical Image Segmentation
Bo Shi, Wei-ping Zhu, M.N.S Swamy