Abstract is missing.
- Longitudinal Self-supervised Learning Using Neural Ordinary Differential EquationRachid Zeghlache, Pierre-Henri Conze, Mostafa El Habib Daho, Yihao Li, Hugo Le Boité, Ramin Tadayoni, Pascale Massin, Béatrice Cochener, Ikram Brahim, Gwenolé Quellec, Mathieu Lamard. 1-13 [doi]
- Template-Based Federated Multiview Domain Alignment for Predicting Heterogeneous Brain Graph Evolution Trajectories from BaselineEmircan Gündogdu, Islem Rekik. 14-24 [doi]
- Feature-Based Transformer with Incomplete Multimodal Brain Images for Diagnosis of Neurodegenerative DiseasesXingyu Gao, Feng Shi 0001, Dinggang Shen, Manhua Liu. 25-34 [doi]
- RepNet for Quantifying the Reproducibility of Graph Neural Networks in Multiview Brain Connectivity Biomarker DiscoveryHizir Can Bayram, Mehmet Serdar Çelebi, Islem Rekik. 35-45 [doi]
- SynthA1c: Towards Clinically Interpretable Patient Representations for Diabetes Risk StratificationMichael S. Yao, Allison Chae, Matthew T. Maclean, Anurag Verma, Jeffrey T. Duda, James C. Gee, Drew A. Torigian, Daniel J. Rader, Charles E. Kahn, Walter R. Witschey, Hersh Sagreiya. 46-57 [doi]
- Confounding Factors Mitigation in Brain Age Prediction Using MRI with Deformation FieldsK. H. Aqil, Tanvi Kulkarni, Jaikishan Jayakumar, Keerthi Ram, Mohanasankar Sivaprakasam. 58-69 [doi]
- Self-supervised Landmark Learning with Deformation Reconstruction and Cross-Subject Consistency ObjectivesChun-Hung Chao, Marc Niethammer. 70-82 [doi]
- DAE-Former: Dual Attention-Guided Efficient Transformer for Medical Image SegmentationReza Azad, René Arimond, Ehsan Khodapanah Aghdam, Amirhossein Kazerouni, Dorit Merhof. 83-95 [doi]
- Diffusion-Based Graph Super-Resolution with Application to ConnectomicsNishant Rajadhyaksha, Islem Rekik. 96-107 [doi]
- Deep Survival Analysis in Multiple SclerosisXin Zhang, Deval Mehta, Chao Zhu, Daniel Merlo, Yanan Hu, Melissa Gresle, David Darby, Anneke van der Walt, Helmut Butzkueven, ZongYuan Ge. 108-119 [doi]
- Federated Multi-trajectory GNNs Under Data Limitations for Baby Brain Connectivity ForecastingMichalis Pistos, Gang Li 0001, Weili Lin, Dinggang Shen, Islem Rekik. 120-133 [doi]
- Learning Task-Specific Morphological Representation for Pyramidal Cells via Mutual Information MinimizationChunli Sun, Qinghai Guo, Gang Yang, Feng Zhao. 134-145 [doi]
- DermoSegDiff: A Boundary-Aware Segmentation Diffusion Model for Skin Lesion DelineationAfshin Bozorgpour, Yousef Sadegheih, Amirhossein Kazerouni, Reza Azad, Dorit Merhof. 146-158 [doi]
- Self-supervised Few-Shot Learning for Semantic Segmentation: An Annotation-Free ApproachSanaz Karimijafarbigloo, Reza Azad, Dorit Merhof. 159-171 [doi]
- Imputing Brain Measurements Across Data Sets via Graph Neural NetworksYixin Wang, Wei Peng, Susan F. Tapert, Qingyu Zhao, Kilian M. Pohl. 172-183 [doi]
- Multi-input Vision Transformer with Similarity MatchingSeungeun Lee, Sung Ho Hwang, Saelin Oh, Beom-Jin Park, Yongwon Cho. 184-193 [doi]
- Federated Multi-domain GNN Network for Brain Multigraph GenerationChun Xu, Islem Rekik. 194-205 [doi]
- An Ambient Intelligence-Based Approach for Longitudinal Monitoring of Verbal and Vocal Depression SymptomsAlice Othmani, Muhammad Muzammel. 206-217 [doi]
- Dynamic Depth-Supervised NeRF for Multi-view RGB-D Operating Room VideosBeerend G. A. Gerats, Jelmer M. Wolterink, Ivo A. M. J. Broeders. 218-230 [doi]
- Revisiting N-CNN for Clinical PracticeLeonardo Antunes Ferreira, Lucas Pereira Carlini, Gabriel de Almeida Sá Coutrin, Tatiany Marcondes Heideirich, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos Eduardo Thomaz. 231-240 [doi]
- Video-Based Hand Pose Estimation for Remote Assessment of Bradykinesia in Parkinson's DiseaseGabriela T. Acevedo Trebbau, Andrea Bandini, Diego L. Guarin. 241-252 [doi]
- More Than Meets the Eye: Analyzing Anesthesiologists' Visual Attention in the Operating Room Using Deep Learning ModelsSapir Gershov, Fadi Mahameed, Aeyal Raz, Shlomi Laufer. 253-264 [doi]
- Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with DementiaCaroline Malin-Mayor, Vida Adeli, Andrea Sabo, Sergey Noritsyn, Carolina Gorodetsky, Alfonso Fasano, Andrea Iaboni, Babak Taati. 265-276 [doi]
- Self-Supervised Learning of Gait-Based BiomarkersR. James Cotton, J. D. Peiffer, Kunal Shah, Allison DeLillo, Anthony Cimorelli, Shawana Anarwala, Kayan Abdou, Tasos Karakostas. 277-291 [doi]