Papers
ResGAT: A Residual Graph Attention Network for Cancer Subtype Classification in Whole Slide Images
Zhenhan Lin, Hao Tong, Yunfei Hu et al.
Generating Post-Acetazolamide Cerebral Blood Flow MRI for High-Risk Stroke Patients
Rydham Goyal, Camila Gonzalez, Sasha Alexander et al.
MGMT Promoter Methylation Prediction in Glioblastoma Using 3D CNNs with Advanced MRI Sequences
Tran Nguyen Tuan Minh, Quang Hien Kha, Viet Huan Le et al.
DTC-WSI: Dynamic Token Compression for Whole-Slide Images
Tawsifur Rahman, Aliasghar Tarkhan, Rama Chellappa et al.
Orientation-Aware Diffusion Super-Resolution for 3T-Like Fetal MRI from Routine 1.5T Scans
Xinliu Zhong, Ruiying Liu, Guohao Lin et al.
Is Exchangeability better than I.I.D. to handle Data Distribution Shifts while Pooling Data for Data-scarce Medical image segmentation?
Ayush Roy, Samin Enam, Jun Xia et al.
WFM: 3D Wavelet Flow Matching for Ultrafast Multi-Modal MRI Synthesis
Yalcin Tur, Mihajlo Stojkovic, Ulas Bagci
Unlocking 2D Promptable Foundation Models for 3D Vessel Segmentation by Automatic Prompt Generation
Ziyu Zhang, Yi Yu, Yuan Xue
Detector-in-the-Loop Tracking: Active Memory Rectification for Stable Glottic Opening Localization
Huayu Wang, Bahaa Alattar, Cheng-Yen Yang et al.
SAC-Diff: A Scan-Aware Consistency-Enhanced Diffusion Framework for Unsupervised Chest CT Anomaly Detection
Xinyuan Zheng, Yoshihisa Shinagawa, Sepehr Farhand et al.
AdvDINO: Domain-Adversarial Self-Supervised Representation Learning for Spatial Proteomics
Stella Su, Marc Harary, Scott J. Rodig et al.
TTT-UNet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation
Rong Zhou, Zhengqing Yuan, Zhiling Yan et al.
Validating the Benefit of Combining Imaging and Clinical Data for Ischemic Stroke Outcome Prediction
Zeyad Abouyoussef, Johanna Ospel, Roberto Souza
Geometry-Aware Cardiac MRI Representation Learning with Equivariant Neural Fields
Jesse L. Wiers, David R. Wessels, Lukas P.A. Arts et al.
EPI Distortion Correction without Opposite Phase Encodings with Unsupervised INR-Based Deformable Registration
Tyler Spears, Myla Goldman, P. Thomas Fletcher
ASTIH: A collection of axon and myelin segmentation datasets from multiple histology studies
Armand Collin, Mathieu Boudreau, Julien Cohen-Adad
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.