Abstract is missing.
- CoactSeg: Learning from Heterogeneous Data for New Multiple Sclerosis Lesion SegmentationYicheng Wu 0001, Zhonghua Wu, Hengcan Shi, Bjoern Picker, Winston Chong, Jianfei Cai 0001. 3-13 [doi]
- Generating Realistic Brain MRIs via a Conditional Diffusion Probabilistic ModelWei Peng, Ehsan Adeli 0001, Tomas M. Bosschieter, Sanghyun Park 0004, Qingyu Zhao, Kilian M. Pohl. 14-24 [doi]
- Towards Accurate Microstructure Estimation via 3D Hybrid Graph TransformerJunqing Yang, Haotian Jiang, Tewodros Tassew, Peng Sun, Jiquan Ma, Yong Xia 0001, Pew-Thian Yap, Geng Chen 0001. 25-34 [doi]
- Cortical Analysis of Heterogeneous Clinical Brain MRI Scans for Large-Scale Neuroimaging StudiesKarthik Gopinath, Douglas N. Greve, Sudeshna Das 0001, Steven E. Arnold, Colin G. Magdamo, Juan Eugenio Iglesias. 35-45 [doi]
- Flow-Based Geometric Interpolation of Fiber Orientation Distribution FunctionsXinyu Nie, Yonggang Shi. 46-55 [doi]
- Learnable Subdivision Graph Neural Network for Functional Brain Network Analysis and Interpretable Cognitive Disorder DiagnosisDongdong Chen 0003, Mengjun Liu, Zhenrong Shen, Xiangyu Zhao, Qian Wang, Lichi Zhang. 56-66 [doi]
- FE-STGNN: Spatio-Temporal Graph Neural Network with Functional and Effective Connectivity Fusion for MCI DiagnosisDongdong Chen, Lichi Zhang. 67-76 [doi]
- Learning Normal Asymmetry Representations for Homologous Brain StructuresDuilio Deangeli, Emmanuel Iarussi, Juan Pablo Princich, Mariana Bendersky, Ignacio Larrabide, José Ignacio Orlando. 77-87 [doi]
- Simulation of Arbitrary Level Contrast Dose in MRI Using an Iterative Global Transformer ModelDayang Wang, Srivathsa Pasumarthi, Greg Zaharchuk, Ryan Chamberlain. 88-98 [doi]
- Development and Fast Transferring of General Connectivity-Based Diagnosis Model to New Brain Disorders with Adaptive Graph Meta-LearnerYuxiao Liu, Mianxin Liu, Yuanwang Zhang, Dinggang Shen. 99-108 [doi]
- Brain Anatomy-Guided MRI Analysis for Assessing Clinical Progression of Cognitive Impairment with Structural MRILintao Zhang, Jinjian Wu, Lihong Wang, Li Wang, David C. Steffens, Shijun Qiu, Guy G. Potter, Mingxia Liu 0001. 109-119 [doi]
- Dynamic Structural Brain Network Construction by Hierarchical Prototype Embedding GCN Using T1-MRIYilin Leng, Wenju Cui, Chen Bai, Zirui Chen, Yanyan Zheng, Jian Zheng 0001. 120-130 [doi]
- Microstructure Fingerprinting for Heterogeneously Oriented Tissue MicroenvironmentsKhoi Minh Huynh, Ye Wu 0001, Sahar Ahmad, Pew-Thian Yap. 131-141 [doi]
- AUA-dE: An Adaptive Uncertainty Guided Attention for Diffusion MRI Models EstimationTianshu Zheng, Ruicheng Ba, Xiaoli Wang, Chuyang Ye, Dan Wu. 142-151 [doi]
- Relaxation-Diffusion Spectrum Imaging for Probing Tissue MicroarchitectureYe Wu 0001, Xiaoming Liu, Xinyuan Zhang, Khoi Minh Huynh, Sahar Ahmad, Pew-Thian Yap. 152-162 [doi]
- Joint Representation of Functional and Structural Profiles for Identifying Common and Consistent 3-Hinge Gyral Folding LandmarkShu Zhang 0001, Ruoyang Wang, Yanqing Kang, Sigang Yu, Huawen Hu, Haiyang Zhang. 163-172 [doi]
- Single-subject Multi-contrast MRI Super-resolution via Implicit Neural RepresentationsJulian McGinnis, Suprosanna Shit, Hongwei Bran Li, Vasiliki Sideri-Lampretsa, Robert Graf, Maik Dannecker, JiaZhen Pan, Nil Stolt Ansó, Mark Mühlau, Jan S. Kirschke, Daniel Rueckert, Benedikt Wiestler. 173-183 [doi]
- DeepSOZ: A Robust Deep Model for Joint Temporal and Spatial Seizure Onset Localization from Multichannel EEG DataDeeksha M. Shama, Jiasen Jing, Archana Venkataraman. 184-194 [doi]
- Multimodal Brain Age Estimation Using Interpretable Adaptive Population-Graph LearningKyriaki-Margarita Bintsi, Vasileios Baltatzis, Rolandos-Alexandros Potamias, Alexander Hammers, Daniel Rueckert. 195-204 [doi]
- BrainUSL: Unsupervised Graph Structure Learning for Functional Brain Network AnalysisPengshuai Zhang, Guangqi Wen, Peng Cao 0001, Jinzhu Yang, Jinyu Zhang, Xizhe Zhang, Xinrong Zhu, Osmar R. Zaïane, Fei Wang. 205-214 [doi]
- Learning Asynchronous Common and Individual Functional Brain Network for AD DiagnosisXiang Tang, Xiaocai Zhang, Mengting Liu, Jianjia Zhang. 215-225 [doi]
- Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR ImagesChinmay Prabhakar, Hongwei Bran Li, Johannes C. Paetzold, Timo Loehr, Chen Niu, Mark Mühlau, Daniel Rueckert, Benedikt Wiestler, Bjoern H. Menze. 226-236 [doi]
- atTRACTive: Semi-automatic White Matter Tract Segmentation Using Active LearningRobin Peretzke, Klaus H. Maier-Hein, Jonas Bohn, Yannick Kirchhoff, Saikat Roy, Sabrina Oberli-Palma, Daniela Becker, Pavlina Lenga, Peter F. Neher. 237-246 [doi]
- Domain-Agnostic Segmentation of Thalamic Nuclei from Joint Structural and Diffusion MRIHenry F. J. Tregidgo, Sonja Soskic, Mark D. Olchanyi, Juri Althonayan, Benjamin Billot, Chiara Maffei, Polina Golland, Anastasia Yendiki, Daniel C. Alexander, Martina Bocchetta, Jonathan D. Rohrer, Juan Eugenio Iglesias. 247-257 [doi]
- Neural Pre-processing: A Learning Framework for End-to-End Brain MRI Pre-processingXinzi He, Alan Q. Wang, Mert R. Sabuncu. 258-267 [doi]
- Dynamic Functional Connectome HarmonicsHoyt Patrick Taylor, Pew-Thian Yap. 268-276 [doi]
- Wasserstein Distance-Preserving Vector Space of Persistent HomologyTananun Songdechakraiwut, Bryan M. Krause, Matthew I. Banks, Kirill V. Nourski, Barry D. Van Veen. 277-286 [doi]
- Community-Aware Transformer for Autism Prediction in fMRI ConnectomeAnushree Bannadabhavi, Soojin Lee, Wenlong Deng, Rex Ying, Xiaoxiao Li. 287-297 [doi]
- Overall Survival Time Prediction of Glioblastoma on Preoperative MRI Using Lesion Network MappingXingcan Hu, Li Xiao, Xiaoyan Sun, Feng Wu. 298-307 [doi]
- Exploring Brain Function-Structure Connectome Skeleton via Self-supervised Graph-Transformer ApproachYanqing Kang, Ruoyang Wang, Enze Shi, Jinru Wu, Sigang Yu, Shu Zhang. 308-317 [doi]
- Vertex Correspondence in Cortical Surface ReconstructionAnne-Marie Rickmann, Fabian Bongratz, Christian Wachinger. 318-327 [doi]
- Path-Based Heterogeneous Brain Transformer Network for Resting-State Functional Connectivity AnalysisRuiyan Fang, Yu Li, Xin Zhang, Shengxian Chen, Jiale Cheng, Xiangmin Xu, Jieling Wu, Weili Lin, Li Wang, Zhengwang Wu, Gang Li. 328-337 [doi]
- Dynamic Graph Neural Representation Based Multi-modal Fusion Model for Cognitive Outcome Prediction in Stroke CasesShuting Liu, Baochang Zhang, Rong Fang, Daniel Rueckert, Veronika A. Zimmer. 338-347 [doi]
- Predicting Diverse Functional Connectivity from Structural Connectivity Based on Multi-contexts Discriminator GANXiang Gao, Xin Zhang, Lu Zhang, Xiangmin Xu, Dajiang Zhu. 348-357 [doi]
- DeepGraphDMD: Interpretable Spatio-Temporal Decomposition of Non-linear Functional Brain Network DynamicsMd Asadullah Turja, Martin Styner, Guorong Wu 0001. 358-368 [doi]
- Disentangling Site Effects with Cycle-Consistent Adversarial Autoencoder for Multi-site Cortical Data HarmonizationFenqiang Zhao, Zhengwang Wu, Dajiang Zhu, Tianming Liu, John H. Gilmore, Weili Lin, Li Wang 0026, Gang Li. 369-379 [doi]
- SurfFlow: A Flow-Based Approach for Rapid and Accurate Cortical Surface Reconstruction from Infant Brain MRIXiaoyang Chen, JunJie Zhao, Siyuan Liu, Sahar Ahmad, Pew-Thian Yap. 380-388 [doi]
- Prior-Driven Dynamic Brain Networks for Multi-modal Emotion RecognitionChuhang Zheng, Wei Shao 0005, Daoqiang Zhang, Qi Zhu 0001. 389-398 [doi]
- Unified Surface and Volumetric Inference on Functional Imaging DataThomas F. Kirk, Martin S. Craig, Michael A. Chappell. 399-408 [doi]
- TractCloud: Registration-Free Tractography Parcellation with a Novel Local-Global Streamline Point Cloud RepresentationTengfei Xue, Yuqian Chen, Chaoyi Zhang, Alexandra J. Golby, Nikos Makris, Yogesh Rathi, Weidong Cai 0001, Fan Zhang 0013, Lauren J. O'Donnell. 409-419 [doi]
- Robust and Generalisable Segmentation of Subtle Epilepsy-Causing Lesions: A Graph Convolutional ApproachHannah Spitzer, Mathilde Ripart, Abdulah Fawaz, Logan Z. J. Williams, Emma C. Robinson, Juan Eugenio Iglesias, Sophie Adler, Konrad Wagstyl. 420-428 [doi]
- Weakly Supervised Cerebellar Cortical Surface Parcellation with Self-Visual Representation LearningZhengwang Wu, Jiale Cheng, Fenqiang Zhao, Ya Wang, Yue Sun, Dajiang Zhu, Tianming Liu, Valerie Jewells, Weili Lin, Li Wang 0026, Gang Li. 429-438 [doi]
- Maximum-Entropy Estimation of Joint Relaxation-Diffusion Distribution Using Multi-TE Diffusion MRILipeng Ning. 439-448 [doi]
- Physics-Informed Conditional Autoencoder Approach for Robust Metabolic CEST MRI at 7TJunaid R. Rajput, Tim A. Möhle, Moritz S. Fabian, Angelika Mennecke, Jochen A. Sembill, Joji B. Kuramatsu, Manuel Schmidt, Arnd Dörfler, Andreas Maier, Moritz Zaiss. 449-458 [doi]
- A Coupled-Mechanisms Modelling Framework for NeurodegenerationTiantian He, Elinor Thompson, Anna Schroder, Neil P. Oxtoby, Ahmed Abdulaal, Frederik Barkhof, Daniel C. Alexander. 459-469 [doi]
- A Texture Neural Network to Predict the Abnormal Brachial Plexus from Routine Magnetic Resonance ImagingWeiguo Cao, Benjamin Howe, Nicholas Rhodes, Sumana Ramanathan, Panagiotis Korfiatis, Kimberly Amrami, Robert Spinner, Timothy Kline. 470-480 [doi]
- Mitosis Detection from Partial Annotation by Dataset Generation via Frame-Order FlippingKazuya Nishimura, Ami Katanaya, Shinichiro Chuma, Ryoma Bise. 483-492 [doi]
- CircleFormer: Circular Nuclei Detection in Whole Slide Images with Circle Queries and AttentionHengxu Zhang, Pengpeng Liang, Zhiyong Sun, Bo Song, Erkang Cheng. 493-502 [doi]
- A Motion Transformer for Single Particle Tracking in Fluorescence Microscopy ImagesYudong Zhang, Ge Yang. 503-513 [doi]
- B-Cos Aligned Transformers Learn Human-Interpretable FeaturesManuel Tran, Amal Lahiani, Yashin Dicente Cid, Melanie Boxberg, Peter Lienemann, Christian Matek, Sophia J. Wagner, Fabian J. Theis, Eldad Klaiman, Tingying Peng. 514-524 [doi]
- PMC-CLIP: Contrastive Language-Image Pre-training Using Biomedical DocumentsWeixiong Lin, Ziheng Zhao, Xiaoman Zhang, Chaoyi Wu, Ya Zhang 0002, Yanfeng Wang, Weidi Xie. 525-536 [doi]
- Self-supervised Dense Representation Learning for Live-Cell Microscopy with Time Arrow PredictionBenjamin Gallusser, Max Stieber, Martin Weigert. 537-547 [doi]
- Learning Large Margin Sparse Embeddings for Open Set Medical DiagnosisMingyuan Liu, Lu Xu, Jicong Zhang. 548-558 [doi]
- Exploring Unsupervised Cell Recognition with Prior Self-activation MapsPingyi Chen, Chenglu Zhu, Zhongyi Shui, Jiatong Cai, Sunyi Zheng, Shichuan Zhang, Lin Yang. 559-568 [doi]
- Prompt-Based Grouping Transformer for Nucleus Detection and ClassificationJunjia Huang, Haofeng Li, Weijun Sun, Xiang Wan, Guanbin Li. 569-579 [doi]
- PAS-Net: Rapid Prediction of Antibiotic Susceptibility from Fluorescence Images of Bacterial Cells Using Parallel Dual-Branch NetworkWei Xiong, Kaiwei Yu, Liang Yang, Baiying Lei. 580-591 [doi]
- Diffusion-Based Data Augmentation for Nuclei Image SegmentationXinyi Yu, Guanbin Li, Wei Lou, Siqi Liu, Xiang Wan, Yan Chen, Haofeng Li. 592-602 [doi]
- Unsupervised Learning for Feature Extraction and Temporal Alignment of 3D+t Point Clouds of Zebrafish EmbryosZhu Chen, Ina Laube, Johannes Stegmaier. 603-612 [doi]
- 3D Mitochondria Instance Segmentation with Spatio-Temporal TransformersOmkar Thawakar, Rao Muhammad Anwer, Jorma Laaksonen, Orly Reiner, Mubarak Shah, Fahad Shahbaz Khan. 613-623 [doi]
- Prompt-MIL: Boosting Multi-instance Learning Schemes via Task-Specific Prompt TuningJingwei Zhang, Saarthak Kapse, Ke Ma 0005, Prateek Prasanna, Joel H. Saltz, Maria Vakalopoulou, Dimitris Samaras. 624-634 [doi]
- Pick and Trace: Instance Segmentation for Filamentous Objects with a Recurrent Neural NetworkYi Liu, Su Peng, Jeffrey Caplan, Chandra Kambhamettu. 635-645 [doi]
- BigFUSE: Global Context-Aware Image Fusion in Dual-View Light-Sheet Fluorescence Microscopy with Image Formation PriorYu Liu, Gesine Müller, Nassir Navab, Carsten Marr, Jan Huisken, Tingying Peng. 646-655 [doi]
- LUCYD: A Feature-Driven Richardson-Lucy Deconvolution NetworkTomás Chobola, Gesine Müller, Veit Dausmann, Anton Theileis, Jan Taucher, Jan Huisken, Tingying Peng. 656-665 [doi]
- Deep Unsupervised Clustering for Conditional Identification of Subgroups Within a Digital Pathology Image SetMariia Sidulova, Xudong Sun, Alexej Gossmann. 666-675 [doi]
- Weakly-Supervised Drug Efficiency Estimation with Confidence Score: Application to COVID-19 Drug DiscoveryNahal Mirzaie, Mohammad V. Sanian, Mohammad H. Rohban. 676-685 [doi]