Papers
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
Hide-and-Seek Attribution: Weakly Supervised Segmentation of Vertebral Metastases in CT
Matan Atad, Alexander W. Marka, Lisa Steinhelfer et al.
CatVLM: Enhancing Temporal Understanding in Cataract Surgery Videos with Boundary-Aware VLM
Jay N. Paranjape, Nisarg Shah, Nanthini Narayanan et al.
UltraG-Ray: Physics-Based Gaussian Ray Casting for Novel Ultrasound View Synthesis
Felix Duelmer, Jakob Klaushofer, Magdalena Wysocki et al.
nnLandmark: A Self-Configuring Method for 3D Medical Landmark Detection
Alexandra Ertl, Stefan Denner, Robin Peretzke et al.
CWCD: Category-Wise Contrastive Decoding for Structured Medical Report Generation
Shantam Srivastava, Mahesh Bhosale, David Doermann et al.
RandP: Effective and Efficient Medical Visual In-Context Learning via a Retrieve-and-Propagate Module for Prompt-Query Fusion
Rongge Mao, Han Li, Chengqi Dong et al.
WristMIR: Coarse-to-Fine Region-Aware Retrieval of Pediatric Wrist Radiographs with Radiology Report-Driven Learning
Mert Sonmezer, Serge Vasylechko, Duygu Atasoy et al.
ICL-NoiseUNet - A Novel In-Context Learning Based Framework For Ultrasound Segmentation With Adaptive Noise Modulation
Ioannis Charisiadis, Ilyass el Allali, Richard G. P. Lopata et al.