Abstract is missing.
- Improving Amide Proton Transfer-Weighted MRI Reconstruction Using T2-Weighted ImagesPuyang Wang, Pengfei Guo, Jianhua Lu, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel. 3-12 [doi]
- Compressive MR Fingerprinting Reconstruction with Neural Proximal Gradient IterationsDongdong Chen 0004, Mike E. Davies, Mohammad Golbabaee. 13-22 [doi]
- Active MR k-space Sampling with Reinforcement LearningLuis-Pineda, Sumana Basu, Adriana Romero, Roberto Calandra, Michal Drozdzal. 23-33 [doi]
- Fast Correction of Eddy-Current and Susceptibility-Induced Distortions Using Rotation-Invariant ContrastsSahar Ahmad, Ye Wu, Khoi Minh Huynh, Kim-Han Thung, Weili Lin, Dinggang Shen, Pew-Thian Yap. 34-43 [doi]
- Joint Reconstruction and Bias Field Correction for Undersampled MR ImagingMélanie Gaillochet, Kerem Can Tezcan, Ender Konukoglu. 44-52 [doi]
- Joint Total Variation ESTATICS for Robust Multi-parameter MappingYaël Balbastre, Mikael Brudfors, Michela Azzarito, Christian Lambert, Martina F. Callaghan, John Ashburner. 53-63 [doi]
- End-to-End Variational Networks for Accelerated MRI ReconstructionAnuroop Sriram, Jure Zbontar, Tullie Murrell, Aaron Defazio, C. Lawrence Zitnick, Nafissa Yakubova, Florian Knoll, Patricia M. Johnson. 64-73 [doi]
- 3d-SMRnet: Achieving a New Quality of MPI System Matrix Recovery by Deep LearningIvo M. Baltruschat, Patryk Szwargulski, Florian Griese, Mirco Grosser, René Werner, Tobias Knopp. 74-82 [doi]
- MRI Image Reconstruction via Learning Optimization Using Neural ODEsEric Z. Chen, Terrence Chen, Shanhui Sun. 83-93 [doi]
- An Evolutionary Framework for Microstructure-Sensitive Generalized Diffusion Gradient WaveformsRaphaël Truffet, Jonathan Rafael-Patino, Gabriel Girard, Marco Pizzolato, Christian Barillot, Jean-Philippe Thiran, Emmanuel Caruyer. 94-103 [doi]
- Lesion Mask-Based Simultaneous Synthesis of Anatomic and Molecular MR Images Using a GANPengfei Guo, Puyang Wang, Jinyuan Zhou, Vishal M. Patel, Shanshan Jiang. 104-113 [doi]
- T2 Mapping from Super-Resolution-Reconstructed Clinical Fast Spin Echo Magnetic Resonance AcquisitionsHélène Lajous, Tom Hilbert, Christopher W. Roy, Sébastien Tourbier, Priscille de Dumast, Thomas Yu, Jean-Philippe Thiran, Jean-Baptiste Ledoux, Davide Piccini, Patric Hagmann, Reto Meuli, Tobias Kober, Matthias Stuber, Ruud B. van Heeswijk, Meritxell Bach Cuadra. 114-124 [doi]
- Learned Proximal Networks for Quantitative Susceptibility MappingKuo-Wei Lai, Manisha Aggarwal, Peter C. M. van Zijl, Xu Li 0003, Jeremias Sulam. 125-135 [doi]
- Learning a Gradient Guidance for Spatially Isotropic MRI Super-Resolution ReconstructionYao Sui, Onur Afacan, Ali Gholipour, Simon K. Warfield. 136-146 [doi]
- Encoding Metal Mask Projection for Metal Artifact Reduction in Computed TomographyYuanyuan Lyu, Wei-An Lin, Haofu Liao, Jingjing Lu, S. Kevin Zhou. 147-157 [doi]
- Acceleration of High-Resolution 3D MR Fingerprinting via a Graph Convolutional NetworkFeng Cheng, Yong Chen, Xiaopeng Zong, Weili Lin, Dinggang Shen, Pew-Thian Yap. 158-166 [doi]
- Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-AwarenessYifeng Guo, Chengjia Wang, Heye Zhang, Guang Yang. 167-177 [doi]
- Learning MRI k-Space Subsampling Pattern Using Progressive Weight PruningKai Xuan, Shanhui Sun, Zhong Xue, Qian Wang 0001, Shu Liao. 178-187 [doi]
- Model-Driven Deep Attention Network for Ultra-fast Compressive Sensing MRI Guided by Cross-contrast MR ImageYan Yang, Na Wang, Heran Yang, Jian Sun 0009, ZongBen Xu. 188-198 [doi]
- Simultaneous Estimation of X-Ray Back-Scatter and Forward-Scatter Using Multi-task LearningPhilipp Roser, Xia Zhong, Annette Birkhold, Alexander Preuhs, Christopher Syben, Elisabeth Hoppe, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier. 199-208 [doi]
- MIA-Prognosis: A Deep Learning Framework to Predict Therapy ResponseJiancheng Yang, Jiajun Chen, Kaiming Kuang, Tiancheng Lin, Junjun He, Bingbing Ni. 211-220 [doi]
- 2 Net: Multi-modal Multi-channel Network for Overall Survival Time Prediction of Brain Tumor PatientsTao Zhou 0002, Huazhu Fu, Yu Zhang, Changqing Zhang, Xiankai Lu, Jianbing Shen, Ling Shao 0001. 221-231 [doi]
- Automatic Detection of Free Intra-abdominal Air in Computed TomographyOliver Taubmann, Jingpeng Li, Felix Denzinger, Eva Eibenberger, Felix C. Müller, Mathias W. Brejnebøl, Andreas Maier 0001. 232-241 [doi]
- Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer Using Deep Learning with Integrative Imaging, Molecular and Demographic DataHongyi Duanmu, Pauline Boning Huang, Srinidhi Brahmavar, Stephanie Lin, Thomas Ren, Jun Kong, Fusheng Wang 0001, Tim Q. Duong. 242-252 [doi]
- Geodesically Smoothed Tensor Features for Pulmonary Hypertension Prognosis Using the Heart and Surrounding TissuesJohanna Uthoff, Samer Alabed, Andrew J. Swift, Haiping Lu. 253-262 [doi]
- Ovarian Cancer Prediction in Proteomic Data Using Stacked Asymmetric ConvolutionCheng Yuan, Yujin Tang, Dahong Qian. 263-271 [doi]
- DeepPrognosis: Preoperative Prediction of Pancreatic Cancer Survival and Surgical Margin via Contrast-Enhanced CT ImagingJiawen Yao, Yu Shi, Le Lu 0001, Jing Xiao 0006, Ling Zhang. 272-282 [doi]
- Holistic Analysis of Abdominal CT for Predicting the Grade of Dysplasia of Pancreatic LesionsKonstantin Dmitriev, Arie E. Kaufman. 283-293 [doi]
- Feature-Enhanced Graph Networks for Genetic Mutational Prediction Using Histopathological Images in Colon CancerKexin Ding, Qiao Liu, Edward Lee, Mu Zhou, Aidong Lu, Shaoting Zhang. 294-304 [doi]
- Spatial-And-Context Aware (SpACe) "Virtual Biopsy" Radiogenomic Maps to Target Tumor Mutational Status on Structural MRIMarwa Ismail, Ramon Correa, Kaustav Bera, Ruchika Verma, Anas Saeed Bamashmos, Niha Beig, Jacob Antunes, Prateek Prasanna, Volodymyr Statsevych, Manmeet Ahluwalia, Pallavi Tiwari. 305-314 [doi]
- CorrSigNet: Learning CORRelated Prostate Cancer SIGnatures from Radiology and Pathology Images for Improved Computer Aided DiagnosisIndrani Bhattacharya, Arun Seetharaman, Wei Shao, Rewa Sood, Christian A. Kunder, Richard E. Fan, Simon John Christoph Soerensen, Jeffrey B. Wang, Pejman Ghanouni, Nikola C. Teslovich, James D. Brooks, Geoffrey A. Sonn, Mirabela Rusu. 315-325 [doi]
- Preoperative Prediction of Lymph Node Metastasis from Clinical DCE MRI of the Primary Breast Tumor Using a 4D CNNSon Nguyen, Dogan Polat, Paniz Karbasi, Daniel Moser, Liqiang Wang, Keith Hulsey, Murat Can Çobanoglu, Basak Dogan, Albert Montillo. 326-334 [doi]
- Learning Differential Diagnosis of Skin Conditions with Co-occurrence Supervision Using Graph Convolutional NetworksJunyan Wu, Hao Jiang 0010, Xiaowei Ding, Anudeep Konda, Jin Han, Yang Zhang, Qian Li. 335-344 [doi]
- Unified Cross-Modality Feature Disentangler for Unsupervised Multi-domain MRI Abdomen Organs SegmentationJue Jiang, Harini Veeraraghavan. 347-358 [doi]
- Dynamic Memory to Alleviate Catastrophic Forgetting in Continuous Learning SettingsJohannes Hofmanninger, Matthias Perkonigg, James A. Brink, Oleg Pianykh, Christian Herold, Georg Langs. 359-368 [doi]
- Unlearning Scanner Bias for MRI HarmonisationNicola K. Dinsdale, Mark Jenkinson, Ana I. L. Namburete. 369-378 [doi]
- Cross-domain Medical Image Translation by Shared Latent Gaussian Mixture ModelYingying Zhu, Youbao Tang, YuXing Tang, Daniel C. Elton, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers. 379-389 [doi]
- Self-supervised Skull Reconstruction in Brain CT Images with Decompressive CraniectomyFranco Matzkin, Virginia F. J. Newcombe, Susan Stevenson, Aneesh Khetani, Tom Newman, Richard Digby, Andrew Stevens, Ben Glocker, Enzo Ferrante. 390-399 [doi]
- X2Teeth: 3D Teeth Reconstruction from a Single Panoramic RadiographYuan Liang, Weinan Song, Jiawei Yang, Liang Qiu, Kun Wang 0005, Lei He. 400-409 [doi]
- Domain Adaptation for Ultrasound BeamformingJaime Tierney, Adam Luchies, Christopher Khan, Brett Byram, Matthew Berger. 410-420 [doi]
- CDF-Net: Cross-Domain Fusion Network for Accelerated MRI ReconstructionOsvald Nitski, Sayan Nag, Chris McIntosh, Bo Wang 0044. 421-430 [doi]
- Improve Unseen Domain Generalization via Enhanced Local Color TransformationJianhao Xiong, Andre Wang He, Meng Fu, Xinyue Hu, Yifan Zhang, Congxin Liu, Xin Zhao, ZongYuan Ge. 433-443 [doi]
- Transport-Based Joint Distribution Alignment for Multi-site Autism Spectrum Disorder Diagnosis Using Resting-State fMRIJunyi Zhang, Peng Wan, Daoqiang Zhang. 444-453 [doi]
- Automatic and Interpretable Model for Periodontitis Diagnosis in Panoramic RadiographsHaoyang Li, Juexiao Zhou, Yi Zhou, Jie Chen 0003, Feng Gao, Ying Xu, Xin Gao 0001. 454-463 [doi]
- Residual-CycleGAN Based Camera Adaptation for Robust Diabetic Retinopathy ScreeningDalu Yang, Yehui Yang, Tiantian Huang, Binghong Wu, Lei Wang, Yanwu Xu. 464-474 [doi]
- Shape-Aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen DomainsQuande Liu, Qi Dou, Pheng-Ann Heng. 475-485 [doi]
- Automatic Plane Adjustment of Orthopedic Intraoperative Flat Panel Detector CT-VolumesCelia Martín Vicario, Florian Kordon, Felix Denzinger, Markus Weiten, Sarina Thomas, Lisa Kausch, Jochen Franke, Holger Keil, Andreas Maier 0001, Holger Kunze. 486-495 [doi]
- Unsupervised Graph Domain Adaptation for Neurodevelopmental Disorders DiagnosisBomin Wang, Zhi Liu 0004, Yujun Li, Xiaoyan Xiao, Ranran Zhang, Yankun Cao, LiZhen Cui, Pengfei Zhang. 496-505 [doi]
- JBFnet - Low Dose CT Denoising by Trainable Joint Bilateral FilteringMayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas Maier 0001. 506-515 [doi]
- 2GAN: Generative Adversarial Network for Medical Image Domain Adaptation Using Mutual Information ConstraintXinpeng Xie, Jiawei Chen, Yuexiang Li, LinLin Shen, Kai Ma, Yefeng Zheng. 516-525 [doi]
- Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema AssessmentGeeticka Chauhan, Ruizhi Liao, William Wells, Jacob Andreas, Xin Wang, Seth J. Berkowitz, Steven Horng, Peter Szolovits, Polina Golland. 529-539 [doi]
- Domain-Specific Loss Design for Unsupervised Physical Training: A New Approach to Modeling Medical ML SolutionsHendrik Burwinkel, Holger Matz, Stefan Saur, Christoph Hauger, Ayse Mine Evren, Nino Hirnschall, Oliver Findl, Nassir Navab, Seyed-Ahmad Ahmadi. 540-550 [doi]
- Multiatlas Calibration of Biophysical Brain Tumor Growth Models with Mass EffectShashank Subramanian, Klaudius Scheufele, Naveen Himthani, George Biros. 551-560 [doi]
- Chest X-Ray Report Generation Through Fine-Grained Label LearningTanveer F. Syeda-Mahmood, Ken C. L. Wong, Yaniv Gur, Joy T. Wu, Ashutosh Jadhav, Satyananda Kashyap, Alexandros Karargyris, Anup Pillai, Arjun Sharma, Ali Bin Syed, Orest B. Boyko, Mehdi Moradi. 561-571 [doi]
- Peri-Diagnostic Decision Support Through Cost-Efficient Feature Acquisition at Test-TimeGerome Vivar, Kamilia Mullakaeva, Andreas Zwergal, Nassir Navab, Seyed-Ahmad Ahmadi. 572-581 [doi]
- A Deep Bayesian Video Analysis Framework: Towards a More Robust Estimation of Ejection FractionMohammad Mahdi Kazemi Esfeh, Christina Luong, Delaram Behnami, Teresa Tsang, Purang Abolmaesumi. 582-590 [doi]
- Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image ClassificationsLijun Gong, Kai Ma, Yefeng Zheng. 591-601 [doi]
- Large-Scale Inference of Liver Fat with Neural Networks on UK Biobank Body MRITaro Langner, Robin Strand, Håkan Ahlström, Joel Kullberg. 602-611 [doi]
- BUNET: Blind Medical Image Segmentation Based on Secure UNETSong Bian, Xiaowei Xu 0004, Weiwen Jiang, Yiyu Shi, Takashi Sato. 612-622 [doi]
- Temporal-Consistent Segmentation of Echocardiography with Co-learning from Appearance and ShapeHongrong Wei, Heng Cao, Yiqin Cao, Yongjin Zhou, Wufeng Xue, Dong Ni, Shuo Li 0001. 623-632 [doi]
- Decision Support for Intoxication Prediction Using Graph Convolutional NetworksHendrik Burwinkel, Matthias Keicher, David Bani-Harouni, Tobias Zellner, Florian Eyer, Nassir Navab, Seyed-Ahmad Ahmadi. 633-642 [doi]
- Latent-Graph Learning for Disease PredictionLuca Cosmo, Anees Kazi, Seyed-Ahmad Ahmadi, Nassir Navab, Michael M. Bronstein. 643-653 [doi]
- BR-GAN: Bilateral Residual Generating Adversarial Network for Mammogram ClassificationChu-ran Wang, Fandong Zhang, Yizhou Yu, Yizhou Wang 0001. 657-666 [doi]
- Cycle Structure and Illumination Constrained GAN for Medical Image EnhancementYuhui Ma, Yonghuai Liu, Jun Cheng, Yalin Zheng, Morteza Ghahremani, Honghan Chen, Jiang Liu 0001, Yitian Zhao. 667-677 [doi]
- Generating Dual-Energy Subtraction Soft-Tissue Images from Chest Radiographs via Bone Edge-Guided GANYunbi Liu, Mingxia Liu, Yuhua Xi, Genggeng Qin, Dinggang Shen, Wei Yang. 678-687 [doi]
- GANDALF: Generative Adversarial Networks with Discriminator-Adaptive Loss Fine-Tuning for Alzheimer's Disease Diagnosis from MRIHoo-Chang Shin, Alvin Ihsani, Ziyue Xu, Swetha Mandava, Sharath Turuvekere Sreenivas, Christopher Forster, Jiook Cha. 688-697 [doi]
- Brain MR to PET Synthesis via Bidirectional Generative Adversarial NetworkShengye Hu, Yanyan Shen, Shuqiang Wang, Baiying Lei. 698-707 [doi]
- AGAN: An Anatomy Corrector Conditional Generative Adversarial NetworkMelih Engin, Robin Lange, Andras Nemes, Sadaf Monajemi, Milad Mohammadzadeh, Chin Kong Goh, Tian Ming Tu, Benjamin Y. Q. Tan, Prakash Paliwal, Leonard L. L. Yeo, Vijay K. Sharma. 708-717 [doi]
- SteGANomaly: Inhibiting CycleGAN Steganography for Unsupervised Anomaly Detection in Brain MRIChristoph Baur, Robert Graf, Benedikt Wiestler, Shadi Albarqouni, Nassir Navab. 718-727 [doi]
- Flow-Based Deformation Guidance for Unpaired Multi-contrast MRI Image-to-Image TranslationToan Duc Bui, Manh Nguyen, Ngan Le, Khoa Luu. 728-737 [doi]
- Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation FieldsRicardo Bigolin Lanfredi, Joyce D. Schroeder, Clement Vachet, Tolga Tasdizen. 738-748 [doi]
- Spatial-Intensity Transform GANs for High Fidelity Medical Image-to-Image TranslationClinton J. Wang, Natalia S. Rost, Polina Golland. 749-759 [doi]
- Graded Image Generation Using Stratified CycleGANJianfei Liu, Joanne Li, Tao Liu, Johnny Tam. 760-769 [doi]
- Prediction of Plantar Shear Stress Distribution by Conditional GAN with Attention MechanismJinghui Guo, Ali Ersen, Yang Gao 0027, Yu Lin, Latifur Khan, Metin Yavuz. 770-780 [doi]