Papers
Bridging Classical and Learned Priors: A Hybrid Framework for Medical Image Enhancement
Peeyush Kumar Singh, Sneha Singh
LLaMA32-Med: Parameter-Efficient Adaptation of Multimodal LLMs for Medical Visual Question Answering
Wanqi Dong, Jingze Ge, Wanyue Dong et al.
Revealing and Reducing Morphological Biases Using Implicit Neural Representations for Medical Image Registration
Sofija Engelson, Bennet Kahrs, Timo Kepp et al.
HiPro-CT: A Hierarchical Probabilistic Framework for 3D Medical Vision-Language Alignment
Lin Lu, Zihan Liu, Chaoxiang Tang et al.
A Diffusion-Driven Fine-Grained Nodule Synthesis Framework for Enhanced Lung Nodule Detection from Chest Radiographs
Shreshtha Singh, Aryan Goyal, Ashish Mittal et al.
Expert Branches: Module Diversity for Stronger Feature Learning in Laparoscopic Segmentation
Lin Guo, Chiara Camerota, Mohammad Mahmoud et al.
BrainATCL: Adaptive Temporal Brain Connectivity Learning for Functional Link Prediction and Age Estimation
Yiran Huang, Amirhossein Nouranizadeh, Christine Ahrends et al.
GraphULM: A Multi-Resolution CNN and GCN Framework for Ultrasound Localization Microscopy
Mohammad Sabih, Mohamed Khaled Almekkawy
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