Abstract is missing.
- Concepts from Neurons: Building Interpretable Medical Image Diagnostic Models by Dissecting Opaque Neural NetworksShizhan Gong, HuaYu Wang, Xiaofan Zhang 0002, Qi Dou 0001. 3-18 [doi]
- BioSonix: Can Physics-Based Sonification Perceptualize Tissue Deformations From Tool Interactions?Veronica Ruozzi, Sasan Matinfar, Laura Schütz, Benedikt Wiestler, Alberto Redaelli, Emiliano Votta, Nassir Navab. 19-33 [doi]
- Explainable Deep Model for Understanding Neuropathological Events Through Neural Symbolic RegressionTingting Dan, Guorong Wu 0001. 37-50 [doi]
- A Multi-layer Neural Transport Model for Characterizing Pathology Propagation in Neurodegenerative DiseasesHaifeng Huang, Yi Wang, Tingting Dan, Yang Yang 0032, Guorong Wu 0001. 51-64 [doi]
- Enhancing Alzheimer's Diagnosis: Leveraging Anatomical Landmarks in Graph Convolutional Neural Networks on Tetrahedral MeshesYanxi Chen 0002, Mohammad Farazi, Zhangsihao Yang, Yonghui Fan, Nicholas Ashton, Eric M. Reiman, Yi Su 0004, Yalin Wang 0001. 65-78 [doi]
- Hierarchical Variable Importance with Statistical Control for Medical Data-Based PredictionJoseph Paillard, Antoine Collas, Denis A. Engemann, Bertrand Thirion. 79-93 [doi]
- Disentangle Disease-Relevant Patterns from Irrelevant Patterns in fMRI Analysis Using Equivariant and Contrastive LearningXin Shen, Shengjie Zhang, Wenbin Liu, Yuan Zhou 0004. 94-108 [doi]
- Continuous Diffusion Model for Self-supervised Denoising and Super-Resolution on Fluorescence Microscopy ImagesColin S. C. Tsang, Albert C. S. Chung. 111-124 [doi]
- Self-supervised Denoising of Diffusion MRI Data with Efficient Collaborative Diffusion ModelXiaoyu Bai, Haotian Jiang, Geng Chen 0001. 125-138 [doi]
- MAD-AD: Masked Diffusion for Unsupervised Brain Anomaly DetectionFarzad Beizaee, Gregory A. Lodygensky, Christian Desrosiers, Jose Dolz. 139-153 [doi]
- Taming Masked Image Modeling for Chest X-ray Diagnosis by Incorporating Clinical Visual PriorsZihao Zhao 0002, Mei Wang, Zhiming Cui, Sheng Wang 0014, Qian Zhou, Li Fan, Qian Wang 0001, Dinggang Shen. 157-171 [doi]
- Diffusion MAE: Paving the Way for Representation Learning of Diffusion MRIHaotian Jiang, Geng Chen 0001. 172-185 [doi]
- Resolving Quantitative MRI Model Degeneracy in Self-supervised Machine LearningGiulio V. Minore, Louis Dwyer-Hemmings, Timothy J. P. Bray, Hui Zhang 0005. 186-199 [doi]
- Knowledge-Enhanced Hyperbolic Language-Image Pretraining for Zero-Shot LearningLinbin Han, Zhi Qiao, Xiantong Zhen, Jia-Hong Gao, Zhen Qian. 203-217 [doi]
- Structure Observation Driven Image-Text Contrastive Learning for Computed Tomography Report GenerationHong Liu, Dong Wei 0004, Qiong Peng, Yawen Huang, Xian Wu 0001, Yefeng Zheng 0001, Liansheng Wang. 218-233 [doi]
- Hierarchical CLIPs for Fine-Grained Anatomical Lesion Localization from Whole-Body PET/CT ImagesMingyang Yu, Yaozong Gao, Yiran Shu, Yanbo Chen, Jingyu Liu 0002, Caiwen Jiang, Kaicong Sun, Weifang Zhang, Yiqiang Zhan, Xiang Sean Zhou, Shaonan Zhong, Xinlu Wang, Meixin Zhao, Dinggang Shen. 234-246 [doi]
- Multi-view and Multi-scale Alignment for Contrastive Language-Image Pre-training in MammographyYuexi Du, John A. Onofrey, Nicha C. Dvornek. 247-262 [doi]
- Interpretable Few-Shot Retinal Disease Diagnosis with Concept-Guided Prompting of Vision-Language ModelsDeval Mehta, Yiwen Jiang, Catherine L. Jan, Mingguang He, Kshitij S. Jadhav, ZongYuan Ge. 263-277 [doi]
- Full Conformal Adaptation of Medical Vision-Language ModelsJulio Silva-Rodríguez, Leo Fillioux, Paul-Henry Cournède, Maria Vakalopoulou, Stergios Christodoulidis, Ismail Ben Ayed, Jose Dolz. 278-293 [doi]
- A Reality Check of Vision-Language Pre-training in Radiology: Have We Progressed Using Text?Julio Silva-Rodríguez, Jose Dolz, Ismail Ben Ayed. 294-309 [doi]
- ToothForge: Automatic Dental Shape Generation Using Synchronized Spectral EmbeddingsTibor Kubík, François Guibault, Michal Spanel, Hervé Lombaert. 313-326 [doi]
- LEDA: Log-Euclidean Diffeomorphism Autoencoder for Efficient Statistical Analysis of DiffeomorphismsKrithika Iyer, Shireen Y. Elhabian, Sarang C. Joshi. 327-341 [doi]
- CoRLD: Contrastive Representation Learning of Deformable Shapes in ImagesTonmoy Hossain, Miaomiao Zhang 0002. 342-357 [doi]
- 4DRGS: 4D Radiative Gaussian Splatting for Efficient 3D Vessel Reconstruction from Sparse-View Dynamic DSA ImagesZhentao Liu, Ruyi Zha, Huangxuan Zhao, Hongdong Li, Zhiming Cui. 361-374 [doi]
- Brightness-Invariant Tracking Estimation in Tagged MRIZhangxing Bian, Shuwen Wei, Xiao Liang, Yuan-Chiao Lu, Samuel W. Remedios, Fangxu Xing, Jonghye Woo, Dzung L. Pham, Aaron Carass, Philip V. Bayly, Jiachen Zhuo, Ahmed Alshareef, Jerry L. Prince. 375-389 [doi]
- SafeTriage: Facial Video De-identification for Privacy-Preserving Stroke TriageTongan Cai, Haomiao Ni, Wenchao Ma, Yuan Xue 0002, Qian Ma, Rachel Leicht, Kelvin K. Wong, John Volpi, Stephen T. C. Wong, James Z. Wang 0001, Sharon X. Huang. 390-404 [doi]