Abstract is missing.
- Multimodal Fusion of Brain Networks with Longitudinal CouplingsWen Zhang, Kai Shu, Suhang Wang, Huan Liu, Yalin Wang 0001. 3-11 [doi]
- Penalized Geodesic Tractography for Mitigating Gyral BiasYe Wu, Yuanjing Feng, Dinggang Shen, Pew-Thian Yap. 12-19 [doi]
- Anchor-Constrained Plausibility (ACP): A Novel Concept for Assessing Tractography and Reducing False-PositivesPeter F. Neher, Bram Stieltjes, Klaus H. Maier-Hein. 20-27 [doi]
- Tract-Specific Group Analysis in Fetal Cohorts Using in utero Diffusion Tensor ImagingShadab Khan, Caitlin K. Rollins, Cynthia M. Ortinau, Onur Afacan, Simon K. Warfield, Ali Gholipour. 28-35 [doi]
- Tract Orientation Mapping for Bundle-Specific TractographyJakob Wasserthal, Peter F. Neher, Klaus H. Maier-Hein. 36-44 [doi]
- A Multi-Tissue Global Estimation Framework for Asymmetric Fiber Orientation DistributionsYe Wu, Yuanjing Feng, Dinggang Shen, Pew-Thian Yap. 45-52 [doi]
- Better Fiber ODFs from Suboptimal Data with Autoencoder Based RegularizationKanil Patel, Samuel Groeschel, Thomas Schultz 0001. 55-62 [doi]
- Identification of Gadolinium Contrast Enhanced Regions in MS Lesions Using Brain Tissue Microstructure Information Obtained from Diffusion and T2 Relaxometry MRISudhanya Chatterjee, Olivier Commowick, Onur Afacan, Simon K. Warfield, Christian Barillot. 63-71 [doi]
- A Bayes Hilbert Space for Compartment Model Computing in Diffusion MRIAymeric Stamm, Olivier Commowick, Alessandra Menafoglio, Simon K. Warfield. 72-80 [doi]
- Detection and Delineation of Acute Cerebral Infarct on DWI Using Weakly Supervised Machine LearningStefano Pedemonte, Bernardo Bizzo, Stuart R. Pomerantz, Neil A. Tenenholtz, Bradley Wright, Mark Walters, Sean Doyle, Adam McCarthy, Renata Rocha De Almeida, Katherine P. Andriole, Mark Michalski, R. Gilberto Gonzalez. 81-88 [doi]
- Identification of Species-Preserved Cortical LandmarksTuo Zhang, Xiao Li, Lin Zhao, Ying Huang, Lei Guo, Tianming Liu. 89-97 [doi]
- Deep Learning with Synthetic Diffusion MRI Data for Free-Water Elimination in Glioblastoma CasesMiguel Molina-Romero, Benedikt Wiestler, Pedro A. Gómez, Marion I. Menzel, Bjoern H. Menze. 98-106 [doi]
- Enhancing Clinical MRI Perfusion Maps with Data-Driven Maps of Complementary Nature for Lesion Outcome PredictionAdriano Pinto, Sérgio Pereira, Raphael Meier, Victor Alves, Roland Wiest, Carlos A. Silva, Mauricio Reyes 0001. 107-115 [doi]
- Harmonizing Diffusion MRI Data Across Magnetic Field StrengthsSuheyla Cetin Karayumak, Marek Kubicki, Yogesh Rathi. 116-124 [doi]
- Normative Modeling of Neuroimaging Data Using Scalable Multi-task Gaussian ProcessesSeyed Mostafa Kia, Andre Marquand. 127-135 [doi]
- Multi-layer Large-Scale Functional Connectome Reveals Infant Brain Developmental PatternsHan Zhang, Natalie Stanley, Peter J. Mucha, Weiyan Yin, Weili Lin, Dinggang Shen. 136-144 [doi]
- A Riemannian Framework for Longitudinal Analysis of Resting-State Functional ConnectivityQingyu Zhao, Dongjin Kwon, Kilian M. Pohl. 145-153 [doi]
- Elastic Registration of Single Subject Task Based fMRI SignalsDavid S. Lee, Joana Loureiro, Katherine L. Narr, Roger P. Woods, Shantanu H. Joshi. 154-162 [doi]
- A Generative-Discriminative Basis Learning Framework to Predict Clinical Severity from Resting State Functional MRI DataNiharika Shimona D'Souza, Mary Beth Nebel, Nicholas Wymbs, Stewart Mostofsky, Archana Venkataraman. 163-171 [doi]
- 3D Deep Convolutional Neural Network Revealed the Value of Brain Network Overlap in Differentiating Autism Spectrum Disorder from Healthy ControlsYu Zhao 0007, Fangfei Ge, Shu Zhang, Tianming Liu. 172-180 [doi]
- Modeling 4D fMRI Data via Spatio-Temporal Convolutional Neural Networks (ST-CNN)Yu Zhao 0007, Xiang Li, Wei Zhang 0090, Shijie Zhao, Milad Makkie, Mo Zhang, Quanzheng Li, Tianming Liu. 181-189 [doi]
- The Dynamic Measurements of Regional Brain Activity for Resting-State fMRI: d-ALFF, d-fALFF and d-ReHoChao Tang, Yuqing Wei, Jiajia Zhao, Jingxin Nie. 190-197 [doi]
- rfDemons: Resting fMRI-Based Cortical Surface Registration Using the BrainSync TransformAnand A. Joshi, Jian Li, Minqi Chong, Haleh Akrami, Richard M. Leahy. 198-205 [doi]
- Brain Biomarker Interpretation in ASD Using Deep Learning and fMRIXiaoxiao Li, Nicha C. Dvornek, Juntang Zhuang, Pamela Ventola, James S. Duncan. 206-214 [doi]
- Neural Activation Estimation in Brain Networks During Task and Rest Using BOLD-fMRIMichael Hütel, Andrew Melbourne, Sébastien Ourselin. 215-222 [doi]
- Identification of Multi-scale Hierarchical Brain Functional Networks Using Deep Matrix FactorizationHongming Li, Xiaofeng Zhu, Yong Fan 0001. 223-231 [doi]
- Identification of Temporal Transition of Functional States Using Recurrent Neural Networks from Functional MRIHongming Li, Yong Fan 0001. 232-239 [doi]
- Identifying Personalized Autism Related Impairments Using Resting Functional MRI and ADOS ReportsOmar Dekhil, Mohamed Ali, Ahmed Shalaby, Ali M. Mahmoud, Andy Switala, Mohammed Ghazal, Hassan Hajjdiab, Begonya Garcia-Zapirain, Adel Elmaghraby, Robert Keynton, Gregory Barnes, Ayman El-Baz. 240-248 [doi]
- Deep Chronnectome Learning via Full Bidirectional Long Short-Term Memory Networks for MCI DiagnosisWeizheng Yan, Han Zhang, Jing Sui, Dinggang Shen. 249-257 [doi]
- Structured Deep Generative Model of fMRI Signals for Mental Disorder DiagnosisTakashi Matsubara, Tetsuo Tashiro, Kuniaki Uehara. 258-266 [doi]
- Cardiac Cycle Estimation for BOLD-fMRIMichael Hütel, Andrew Melbourne, David L. Thomas, Sébastien Ourselin. 267-274 [doi]
- Probabilistic Source Separation on Resting-State fMRI and Its Use for Early MCI IdentificationEunsong Kang, Heung-Il Suk. 275-283 [doi]
- Identifying Brain Networks of Multiple Time Scales via Deep Recurrent Neural NetworkYan Cui, Shijie Zhao, Han Wang, Li Xie, Yaowu Chen, Junwei Han, Lei Guo, Fan Zhou, Tianming Liu. 284-292 [doi]
- A Novel Deep Learning Framework on Brain Functional Networks for Early MCI DiagnosisTae-Eui Kam, Han Zhang, Dinggang Shen. 293-301 [doi]
- A Region-of-Interest-Reweight 3D Convolutional Neural Network for the Analytics of Brain Information ProcessingXiuyan Ni, Zhennan Yan, Tingting Wu, Jin Fan, Chao Chen. 302-310 [doi]
- Quantitative Deconvolution of fMRI Data with Multi-echo Sparse Paradigm Free MappingCésar Caballero Gaudes, Stefano Moia, Peter A. Bandettini, Javier Gonzalez-Castillo. 311-319 [doi]
- Brain Decoding from Functional MRI Using Long Short-Term Memory Recurrent Neural NetworksHongming Li, Yong Fan 0001. 320-328 [doi]
- Learning Generalizable Recurrent Neural Networks from Small Task-fMRI DatasetsNicha C. Dvornek, Daniel Y.-J. Yang, Pamela Ventola, James S. Duncan. 329-337 [doi]
- Fast Mapping of the Eloquent Cortex by Learning L2 PenaltiesNico Hoffmann, Uwe Petersohn, Gabriele Schackert, Edmund Koch, Stefan Gumhold, Matthias Kirsch. 341-348 [doi]
- Combining Multiple Connectomes via Canonical Correlation Analysis Improves Predictive ModelsSiyuan Gao, Abigail S. Greene, R. Todd Constable, Dustin Scheinost. 349-356 [doi]
- Exploring Fiber Skeletons via Joint Representation of Functional Networks and Structural ConnectivityShu Zhang, Tianming Liu, Dajiang Zhu. 357-366 [doi]
- Phase Angle Spatial Embedding (PhASE) - A Kernel Method for Studying the Topology of the Human Functional ConnectomeZachery Morrissey, Liang Zhan, Hyekyoung Lee, Johnson J. G. Keiriz, Angus Forbes, Olusola Ajilore, Alex D. Leow, Moo K. Chung. 367-374 [doi]
- Edema-Informed Anatomically Constrained Particle Filter TractographySamuel Deslauriers-Gauthier, Drew Parker, François Rheault, Rachid Deriche, Steven Brem, Maxime Descoteaux, Ragini Verma. 375-382 [doi]
- Thalamic Nuclei Segmentation Using Tractography, Population-Specific Priors and Local Fibre OrientationCarla Semedo, M. Jorge Cardoso, Sjoerd B. Vos, Carole H. Sudre, Martina Bocchetta, Annemie Ribbens, Dirk Smeets, Jonathan D. Rohrer, Sébastien Ourselin. 383-391 [doi]
- On Quantifying Local Geometric Structures of Fiber TractsJian Cheng 0002, Tao Liu, Feng Shi, Ruiliang Bai, Jicong Zhang, Haogang Zhu, Dacheng Tao, Peter J. Basser. 392-400 [doi]
- Modeling Longitudinal Voxelwise Feature Change in Normal Aging with Spatial-Anatomical RegularizationZhuo Sun, Wei Xu, Shuhao Wang, Junhai Xu, Yuchuan Qiao. 403-410 [doi]
- Volume-Based Analysis of 6-Month-Old Infant Brain MRI for Autism Biomarker Identification and Early DiagnosisLi Wang 0026, Gang Li 0001, Feng Shi, Xiaohuan Cao, Chunfeng Lian, Dong Nie, Mingxia Liu, Han Zhang, Guannan Li, Zhengwang Wu, Weili Lin, Dinggang Shen. 411-419 [doi]
- A Tetrahedron-Based Heat Flux Signature for Cortical Thickness Morphometry AnalysisYonghui Fan, Gang Wang, Natasha Lepore, Yalin Wang 0001. 420-428 [doi]
- Graph of Brain Structures Grading for Early Detection of Alzheimer's DiseaseKilian Hett, Vinh-Thong Ta, José V. Manjón, Pierrick Coupé. 429-436 [doi]
- Joint Prediction and Classification of Brain Image Evolution Trajectories from Baseline Brain Image with Application to Early DementiaCan Gafuroglu, Islem Rekik, Alzheimer's Disease Neuroimaging Initiative. 437-445 [doi]
- Temporal Correlation Structure Learning for MCI Conversion PredictionXiaoqian Wang, Weidong Cai, Dinggang Shen, Heng Huang. 446-454 [doi]
- Synthesizing Missing PET from MRI with Cycle-consistent Generative Adversarial Networks for Alzheimer's Disease DiagnosisYongsheng Pan, Mingxia Liu, Chunfeng Lian, Tao Zhou, Yong Xia, Dinggang Shen. 455-463 [doi]
- Exploratory Population Analysis with Unbalanced Optimal TransportSamuel Gerber, Marc Niethammer, Martin Styner, Stephen R. Aylward. 464-472 [doi]
- Multi-modal Synthesis of ASL-MRI Features with KPLS Regression on Heterogeneous DataToni Lassila, Helena M. Faria, Ali Sarrami-Foroushani, Francesca Meneghello, Annalena Venneri, Alejandro F. Frangi. 473-481 [doi]
- A Novel Method for Epileptic Seizure Detection Using Coupled Hidden Markov ModelsJeff Craley, Emily Johnson, Archana Venkataraman. 482-489 [doi]
- Deep Convolutional Networks for Automated Detection of Epileptogenic Brain MalformationsRavnoor S. Gill, Seok-Jun Hong, Fatemeh Fadaie, Benoît Caldairou, Boris C. Bernhardt, Carmen Barba, Armin Brandt, Vanessa C. Coelho, Ludovico D'Incerti, Matteo Lenge, Mira Semmelroch, Fabrice Bartolomei, Fernando Cendes, Francesco Deleo, Renzo Guerrini, Maxime Guye, Graeme Jackson, Andreas Schulze-Bonhage, Tommaso Mansi, Neda Bernasconi, Andrea Bernasconi. 490-497 [doi]
- Binary Glioma Grading: Radiomics versus Pre-trained CNN FeaturesMilan Decuyper, Stijn Bonte, Roel Van Holen. 498-505 [doi]
- Automatic Irregular Texture Detection in Brain MRI Without Human SupervisionMuhammad Febrian Rachmadi, Maria del C. Valdés Hernández, Taku Komura. 506-513 [doi]
- Learning Myelin Content in Multiple Sclerosis from Multimodal MRI Through Adversarial TrainingWen Wei, Emilie Poirion, Benedetta Bodini, Stanley Durrleman, Nicholas Ayache, Bruno Stankoff, Olivier Colliot. 514-522 [doi]
- Deep Multi-structural Shape Analysis: Application to NeuroanatomyBenjamín Gutiérrez-Becker, Christian Wachinger. 523-531 [doi]
- Computational Modelling of Pathogenic Protein Behaviour-Governing Mechanisms in the BrainKonstantinos Georgiadis, Alexandra L. Young, Michael Hütel, Adeel Razi, Carla Semedo, Jonathan M. Schott, Sébastien Ourselin, Jason D. Warren, Marc Modat. 532-539 [doi]
- Generative Discriminative Models for Multivariate Inference and Statistical Mapping in Medical ImagingErdem Varol, Aristeidis Sotiras, Ke Zeng, Christos Davatzikos. 540-548 [doi]
- Using the Anisotropic Laplace Equation to Compute Cortical ThicknessAnand A. Joshi, Chitresh Bhushan, Ronald Salloum, Jessica L. Wisnowski, David W. Shattuck, Richard M. Leahy. 549-556 [doi]
- Dilatation of Lateral Ventricles with Brain Volumes in Infants with 3D Transfontanelle USMarc-Antoine Boucher, Sarah Lippé, Amélie Damphousse, Ramy El-Jalbout, Samuel Kadoury. 557-565 [doi]
- Do Baby Brain Cortices that Look Alike at Birth Grow Alike During the First Year of Postnatal Development?Islem Rekik, Gang Li 0001, Weili Lin, Dinggang Shen. 566-574 [doi]
- Multi-label Transduction for Identifying Disease Comorbidity PatternsEhsan Adeli, Dongjin Kwon, Kilian M. Pohl. 575-583 [doi]
- Text to Brain: Predicting the Spatial Distribution of Neuroimaging Observations from Text ReportsJérôme Dockès, Demian Wassermann, Russell A. Poldrack, Fabian M. Suchanek, Bertrand Thirion, Gaël Varoquaux. 584-592 [doi]
- Semi-supervised Learning for Segmentation Under Semantic ConstraintPierre-Antoine Ganaye, Michaël Sdika, Hugues Benoit-Cattin. 595-602 [doi]
- Autofocus Layer for Semantic SegmentationYao Qin, Konstantinos Kamnitsas, Siddharth Ancha, Jay Nanavati, Garrison W. Cottrell, Antonio Criminisi, Aditya V. Nori. 603-611 [doi]
- 3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object SizesKen C. L. Wong, Mehdi Moradi, Hui Tang, Tanveer F. Syeda-Mahmood. 612-619 [doi]
- Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral EmbeddingOualid M. Benkarim, Gerard Sanroma, Gemma Piella, Islem Rekik, Nadine Hahner, Elisenda Eixarch, Miguel Ángel González Ballester, Dinggang Shen, Gang Li 0001. 620-627 [doi]
- CompNet: Complementary Segmentation Network for Brain MRI ExtractionRaunak Dey, Yi Hong. 628-636 [doi]
- One-Pass Multi-task Convolutional Neural Networks for Efficient Brain Tumor SegmentationChenhong Zhou, Changxing Ding, Zhentai Lu, Xinchao Wang, Dacheng Tao. 637-645 [doi]
- Deep Recurrent Level Set for Segmenting Brain TumorsT. Hoang Ngan Le, Raajitha Gummadi, Marios Savvides. 646-653 [doi]
- Pulse Sequence Resilient Fast Brain SegmentationAmod Jog, Bruce Fischl. 654-662 [doi]
- Improving Cytoarchitectonic Segmentation of Human Brain Areas with Self-supervised Siamese NetworksHannah Spitzer, Kai Kiwitz, Katrin Amunts, Stefan Harmeling, Timo Dickscheid. 663-671 [doi]
- Registration-Free Infant Cortical Surface Parcellation Using Deep Convolutional Neural NetworksZhengwang Wu, Gang Li 0001, Li Wang 0026, Feng Shi, Weili Lin, John H. Gilmore, Dinggang Shen. 672-680 [doi]
- Joint Segmentation of Intracerebral Hemorrhage and Infarct from Non-Contrast CT Images of Post-treatment Acute Ischemic Stroke PatientsHulin Kuang, Mohamed Najm, Bijoy K. Menon, Wu Qiu. 681-688 [doi]
- Patch-Based Mapping of Transentorhinal Cortex with a Distributed AtlasJin-Kyu Gahm, Yuchun Tang, Yonggang Shi. 689-697 [doi]
- Spatially Localized Atlas Network Tiles Enables 3D Whole Brain Segmentation from Limited DataYuankai Huo, Zhoubing Xu, Katherine Aboud, Prasanna Parvathaneni, Shunxing Bao, Camilo Bermudez, Susan M. Resnick, Laurie E. Cutting, Bennett A. Landman. 698-705 [doi]
- Adaptive Feature Recombination and Recalibration for Semantic Segmentation: Application to Brain Tumor Segmentation in MRISérgio Pereira, Victor Alves, Carlos A. Silva. 706-714 [doi]
- Cost-Sensitive Active Learning for Intracranial Hemorrhage DetectionWeicheng Kuo, Christian Häne, Esther L. Yuh, Pratik Mukherjee, Jitendra Malik. 715-723 [doi]