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Found 89 publication records. Showing 89 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Baris Askin, Alper Güngör, Damla Alptekin Soydan, Emine Ulku Saritas, Can Baris Top, Tolga Çukur |
PP-MPI: A Deep Plug-and-Play Prior for Magnetic Particle Imaging Reconstruction.  |
MLMIR@MICCAI  |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Wonjin Kim, Wonkyeong Lee, Sun-Young Jeon, Nayeon Kang, Geonhui Jo, Jang-Hwan Choi 0001 |
Deep Denoising Network for X-Ray Fluoroscopic Image Sequences of Moving Objects. |
MLMIR@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Nandinee Fariah Haq, Patricia Johnson, Andreas Maier 0001, Chen Qin, Tobias Würfl, Jaejun Yoo (eds.) |
Machine Learning for Medical Image Reconstruction - 5th International Workshop, MLMIR 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings |
MLMIR@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Samah Khawaled, Moti Freiman |
NPB-REC: Non-parametric Assessment of Uncertainty in Deep-Learning-Based MRI Reconstruction from Undersampled Data. |
MLMIR@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Temitope Emmanuel Komolafe, Yuhang Sun, Nizhuan Wang 0002, Kaicong Sun, Guohua Cao, Dinggang Shen |
DPDudoNet: Deep-Prior Based Dual-Domain Network for Low-Dose Computed Tomography Reconstruction. |
MLMIR@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Weijian Huang, Cheng Li 0008, Wenxin Fan, Ziyao Zhang, Tong Zhang 0017, Yongjin Zhou 0002, Qiegen Liu, Shanshan Wang 0002 |
Rethinking the Optimization Process for Self-supervised Model-Driven MRI Reconstruction. |
MLMIR@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Mert Acar, Tolga Çukur, Ilkay Öksüz |
Segmentation-Aware MRI Reconstruction. |
MLMIR@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Jingshuai Liu, Chen Qin, Mehrdad Yaghoobi |
High-Fidelity MRI Reconstruction with the Densely Connected Network Cascade and Feature Residual Data Consistency Priors. |
MLMIR@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Viswanath P. Sudarshan, K. Pavan Kumar Reddy, Mohana Singh, Jayavardhana Gubbi, Arpan Pal 0001 |
Uncertainty-Informed Bayesian PET Image Reconstruction Using a Deep Image Prior. |
MLMIR@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Mayank Katare, Mahesh Raveendranatha Panicker, A. N. Madhavanunni, Gayathri Malamal |
Learning While Acquisition: Towards Active Learning Framework for Beamforming in Ultrasound Imaging. |
MLMIR@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Ye Li, Jianan Cui, Junyu Chen, Guodong Zeng, Scott Wollenweber, Floris Jansen, Se-In Jang, Kyung Sang Kim, Kuang Gong, Quanzheng Li |
A Noise-Level-Aware Framework for PET Image Denoising. |
MLMIR@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Nikolas Morshuis, Sergios Gatidis, Matthias Hein 0001, Christian F. Baumgartner |
Adversarial Robustness of MR Image Reconstruction Under Realistic Perturbations. |
MLMIR@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Jaa-Yeon Lee, Min A. Yoon, Choong Guen Chee, Jae Hwan Cho, Jin Hoon Park, Sung-Hong Park |
Metal Artifact Correction MRI Using Multi-contrast Deep Neural Networks for Diagnosis of Degenerative Spinal Diseases. |
MLMIR@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Sunggu Kyung, JongJun Won, Seongyong Pak, Gil-Sun Hong, Namkug Kim |
MTD-GAN: Multi-task Discriminator Based Generative Adversarial Networks for Low-Dose CT Denoising. |
MLMIR@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Ce Wang, Kun Shang, Haimiao Zhang, Qian Li, S. Kevin Zhou |
DuDoTrans: Dual-Domain Transformer for Sparse-View CT Reconstruction. |
MLMIR@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Yilmaz Korkmaz, Muzaffer Özbey, Tolga Çukur |
MRI Reconstruction with Conditional Adversarial Transformers. |
MLMIR@MICCAI |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Qing Ma, Jae Chul Koh, Won-Sook Lee |
A Frequency Domain Constraint for Synthetic and Real X-ray Image Super Resolution. |
MLMIR@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Patricia M. Johnson, Geunu Jeong, Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan 0001, Daniel Rueckert, Jingu Lee, Nicola Pezzotti, Elwin de Weerdt, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Franciscus Van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Marius Staring, Eric Z. Chen, Puyang Wang, Xiao Chen 0013, Terrence Chen, Vishal M. Patel 0001, Shanhui Sun, Hyungseob Shin, Yohan Jun, Taejoon Eo, Sewon Kim, Taeseong Kim, Dosik Hwang, Patrick Putzky, Dimitrios Karkalousos, Jonas Teuwen, Nikita Miriakov, Bart Bakker, Matthan W. A. Caan, Max Welling, Matthew J. Muckley, Florian Knoll |
Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge. |
MLMIR@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Yilmaz Korkmaz, Mahmut Yurt, Salman Ul Hassan Dar, Muzaffer Özbey, Tolga Çukur |
Deep MRI Reconstruction with Generative Vision Transformers. |
MLMIR@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhengnan Huang, Jonghyun Bae, Patricia M. Johnson, Terlika Sood, Laura Heacock, Justin Fogarty, Linda Moy, Sungheon Gene Kim, Florian Knoll |
A Simulation Pipeline to Generate Realistic Breast Images for Learning DCE-MRI Reconstruction. |
MLMIR@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiazhen Pan, Daniel Rueckert, Thomas Küstner, Kerstin Hammernik |
Efficient Image Registration Network for Non-Rigid Cardiac Motion Estimation. |
MLMIR@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhiwen Wang, Wenjun Xia, Zexin Lu, Yongqiang Huang 0003, Yan Liu, Hu Chen 0002, Jiliu Zhou, Yi Zhang 0018 |
One Network to Solve Them All: A Sequential Multi-task Joint Learning Network Framework for MR Imaging Pipeline. |
MLMIR@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Mert Acar, Tolga Çukur, Ilkay Öksüz |
Self-supervised Dynamic MRI Reconstruction. |
MLMIR@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Elena Martín-González, Ebraham Alskaf, Amedeo Chiribiri, Pablo Casaseca-de-la-Higuera, Carlos Alberola-López, Rita Gouveia Nunes, Teresa Correia |
Physics-Informed Self-supervised Deep Learning Reconstruction for Accelerated First-Pass Perfusion Cardiac MRI. |
MLMIR@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Canyu Yang, Dennis Eschweiler, Johannes Stegmaier |
Semi- and Self-supervised Multi-view Fusion of 3D Microscopy Images Using Generative Adversarial Networks. |
MLMIR@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Dave Van Veen, Ben A. Duffy, Long Wang, Keshav Datta, Tao Zhang, Greg Zaharchuk, Enhao Gong |
Real-Time Video Denoising to Reduce Ionizing Radiation Exposure in Fluoroscopic Imaging. |
MLMIR@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Mikhail Papkov, Kenny Roberts, Lee Ann Madissoon, Jarrod Shilts, Ömer Bayraktar, Dmytro Fishman, Kaupo Palo, Leopold Parts |
Noise2Stack: Improving Image Restoration by Learning from Volumetric Data. |
MLMIR@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Ahana Roy Choudhury, Sachin R. Jambawalikar, Piyush Kumar, Venkat Sumanth Reddy Bommireddy |
Distortion Removal and Deblurring of Single-Shot DWI MRI Scans. |
MLMIR@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu |
HyperRecon: Regularization-Agnostic CS-MRI Reconstruction with Hypernetworks. |
MLMIR@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Nandinee Fariah Haq, Patricia Johnson, Andreas Maier 0001, Tobias Würfl, Jaejun Yoo (eds.) |
Machine Learning for Medical Image Reconstruction - 4th International Workshop, MLMIR 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings |
MLMIR@MICCAI |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Sören Dittmer, Tobias Kluth, Daniel Otero Baguer, Peter Maass |
A Deep Prior Approach to Magnetic Particle Imaging. |
MLMIR@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Fasil Gadjimuradov, Thomas Benkert, Marcel Dominik Nickel, Andreas Maier 0001 |
Deep Recurrent Partial Fourier Reconstruction in Diffusion MRI. |
MLMIR@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu |
Neural Network-Based Reconstruction in Compressed Sensing MRI Without Fully-Sampled Training Data. |
MLMIR@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Juan Liu, Kevin M. Koch |
Model-Based Learning for Quantitative Susceptibility Mapping. |
MLMIR@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Fabian Balsiger, Alain Jungo, Olivier Scheidegger, Benjamin Marty, Mauricio Reyes 0001 |
Learning Bloch Simulations for MR Fingerprinting by Invertible Neural Networks. |
MLMIR@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Shuo Chen, Shanhui Sun, Xiaoqian Huang, Dinggang Shen, Qian Wang 0001, Shu Liao |
Data-Consistency in Latent Space and Online Update Strategy to Guide GAN for Fast MRI Reconstruction. |
MLMIR@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Yoni Kasten, Daniel Doktofsky, Ilya Kovler |
End-To-End Convolutional Neural Network for 3D Reconstruction of Knee Bones from Bi-planar X-Ray Images. |
MLMIR@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Kaiyi Cao, Lei Bi 0001, Dagan Feng 0001, Jinman Kim |
Improving PET-CT Image Segmentation via Deep Multi-modality Data Augmentation. |
MLMIR@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Juan Liu, Kevin M. Koch |
Weakly-Supervised Learning for Single-Step Quantitative Susceptibility Mapping. |
MLMIR@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Hanwen Liang, Konstantinos N. Plataniotis, Xingyu Li |
Stain Style Transfer of Histopathology Images via Structure-Preserved Generative Learning. |
MLMIR@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Jinwei Zhang, Hang Zhang 0010, Alan Wang, Qihao Zhang, Mert R. Sabuncu, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang 0028 |
Extending LOUPE for K-Space Under-Sampling Pattern Optimization in Multi-coil MRI. |
MLMIR@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | JayaChandra Raju, Balamurali Murugesan, Keerthi Ram, Mohanasankar Sivaprakasam |
AutoSyncoder: An Adversarial AutoEncoder Framework for Multimodal MRI Synthesis. |
MLMIR@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Jonathan Alush-Aben, Linor Ackerman-Schraier, Tomer Weiss 0002, Sanketh Vedula, Ortal Senouf, Alex M. Bronstein |
3D FLAT: Feasible Learned Acquisition Trajectories for Accelerated MRI. |
MLMIR@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Wanyu Bian, Yunmei Chen, Xiaojing Ye |
Deep Parallel MRI Reconstruction Network Without Coil Sensitivities. |
MLMIR@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Leila Saadatifard, Aryan Mobiny, Pavel A. Govyadinov, Hien Van Nguyen, David Mayerich |
Cellular/Vascular Reconstruction Using a Deep CNN for Semantic Image Preprocessing and Explicit Segmentation. |
MLMIR@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Farah Deeba, Patricia Johnson, Tobias Würfl, Jong Chul Ye (eds.) |
Machine Learning for Medical Image Reconstruction - Third International Workshop, MLMIR 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings |
MLMIR@MICCAI |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Mingli Zhang, Yuhong Guo, Caiming Zhang 0001, Jean-Baptiste Poline, Alan C. Evans |
Modeling and Analysis Brain Development via Discriminative Dictionary Learning. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Shaojin Cai, Yuyang Xue, Qinquan Gao, Min Du 0001, Gang Chen, Hejun Zhang, Tong Tong 0001 |
Stain Style Transfer Using Transitive Adversarial Networks. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Benjamin Hou, Athanasios Vlontzos, Amir Alansary, Daniel Rueckert, Bernhard Kainz |
Flexible Conditional Image Generation of Missing Data with Learned Mental Maps. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Guanhua Wang, Enhao Gong, Suchandrima Banerjee, John M. Pauly, Greg Zaharchuk |
Accelerated MRI Reconstruction with Dual-Domain Generative Adversarial Network. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiahong Ouyang, Guanhua Wang, Enhao Gong, Kevin Chen, John M. Pauly, Greg Zaharchuk |
Task-GAN: Improving Generative Adversarial Network for Image Reconstruction. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Yixing Huang, Alexander Preuhs, Günter Lauritsch, Michael Manhart 0001, Xiaolin Huang, Andreas Maier 0001 |
Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Sahar Yousefi, Lydiane Hirschler, Merlijn van der Plas, Mohamed S. Elmahdy, Hessam Sokooti, Matthias van Osch, Marius Staring |
Fast Dynamic Perfusion and Angiography Reconstruction Using an End-to-End 3D Convolutional Neural Network. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Tristan M. Gottschalk, Björn W. Kreher, Holger Kunze, Andreas Maier 0001 |
Deep Learning Based Metal Inpainting in the Projection Domain: Initial Results. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Green, Miri Sklair-Levy, Nahum Kiryati, Eli Konen, Arnaldo Mayer |
Neural Denoising of Ultra-low Dose Mammography. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas Maier 0001 |
Measuring CT Reconstruction Quality with Deep Convolutional Neural Networks. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Tong Zhang 0017, Laurence H. Jackson, Alena Uus, James R. Clough, Lisa Story, Mary A. Rutherford, Joseph V. Hajnal, Maria Deprez |
Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Chengjia Wang, Giorgos Papanastasiou, Sotirios A. Tsaftaris, Guang Yang 0006, Calum D. Gray, David E. Newby, Gillian Macnaught, Tom J. MacGillivray |
TPSDicyc: Improved Deformation Invariant Cross-domain Medical Image Synthesis. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Saeed Izadi, Darren B. Sutton, Ghassan Hamarneh |
Image Super Resolution via Bilinear Pooling: Application to Confocal Endomicroscopy. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Patricia M. Johnson, Matthew J. Muckley, Mary Bruno, Erich Kobler, Kerstin Hammernik, Thomas Pock, Florian Knoll |
Joint Multi-anatomy Training of a Variational Network for Reconstruction of Accelerated Magnetic Resonance Image Acquisitions. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Farah Deeba, Robert Rohling |
PredictUS: A Method to Extend the Resolution-Precision Trade-Off in Quantitative Ultrasound Image Reconstruction. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Akira Kudo, Yoshiro Kitamura, Yuanzhong Li, Satoshi Iizuka, Edgar Simo-Serra |
Virtual Thin Slice: 3D Conditional GAN-based Super-Resolution for CT Slice Interval. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Laura Dal Toso, Elisabeth Pfaehler, Ronald Boellaard, Julia A. Schnabel, Paul K. Marsden |
Deep Learning Based Approach to Quantification of PET Tracer Uptake in Small Tumors. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Florian Knoll, Andreas Maier 0001, Daniel Rueckert, Jong Chul Ye (eds.) |
Machine Learning for Medical Image Reconstruction - Second International Workshop, MLMIR 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Hongxiang Lin, Matteo Figini, Ryutaro Tanno, Stefano B. Blumberg, Enrico Kaden, Godwin Ogbole, Biobele J. Brown, Felice D'Arco, David W. Carmichael, Ikeoluwa Lagunju, Helen J. Cross, Delmiro Fernandez-Reyes, Daniel C. Alexander |
Deep Learning for Low-Field to High-Field MR: Image Quality Transfer with Probabilistic Decimation Simulator. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Balamurali Murugesan, Vijaya Raghavan S, Kaushik Sarveswaran, Keerthi Ram, Mohanasankar Sivaprakasam |
Recon-GLGAN: A Global-Local Context Based Generative Adversarial Network for MRI Reconstruction. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Sungjun Lim, Jong Chul Ye |
Blind Deconvolution Microscopy Using Cycle Consistent CNN with Explicit PSF Layer. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Chaoping Zhang, Florian Dubost, Marleen de Bruijne, Stefan Klein 0001, Dirk H. J. Poot |
APIR-Net: Autocalibrated Parallel Imaging Reconstruction Using a Neural Network. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Peter A. von Niederhäusern, Carlo Seppi, Simon Pezold, Guillaume Nicolas, Spyridon Gkoumas, Stephan K. Haerle, Philippe C. Cattin |
Gamma Source Location Learning from Synthetic Multi-pinhole Collimator Data. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Ozan Öktem, Camille Pouchol, Olivier Verdier |
Spatiotemporal PET Reconstruction Using ML-EM with Learned Diffeomorphic Deformation. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Gómez 0002, Veronika A. Zimmer, Nicolas Toussaint, Robert Wright, James R. Clough, Bishesh Khanal, Milou P. M. van Poppel, Emily Skelton, Jackie Matthews, Julia A. Schnabel |
Image Reconstruction in a Manifold of Image Patches: Application to Whole-Fetus Ultrasound Imaging. |
MLMIR@MICCAI |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Eunju Cha, Eung-Yeop Kim, Jong Chul Ye |
Improved Time-Resolved MRA Using k-Space Deep Learning. |
MLMIR@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Florian Knoll, Andreas K. Maier, Daniel Rueckert (eds.) |
Machine Learning for Medical Image Reconstruction - First International Workshop, MLMIR 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings |
MLMIR@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Felix Horger, Tobias Würfl, Vincent Christlein, Andreas K. Maier |
Towards Arbitrary Noise Augmentation - Deep Learning for Sampling from Arbitrary Probability Distributions. |
MLMIR@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Sanketh Vedula, Ortal Senouf, Grigoriy Zurakhov, Alexander M. Bronstein, Michael Zibulevsky, Oleg V. Michailovich, Dan Adam, Diana Gaitini |
High Quality Ultrasonic Multi-line Transmission Through Deep Learning. |
MLMIR@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Akshay Chaudhari, Zhongnan Fang, Jin Hyung Lee, Garry Gold, Brian A. Hargreaves |
Deep Learning Super-Resolution Enables Rapid Simultaneous Morphological and Quantitative Magnetic Resonance Imaging. |
MLMIR@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Valeriy Vishnevskiy, Sergio J. Sanabria, Orcun Goksel |
Image Reconstruction via Variational Network for Real-Time Hand-Held Sound-Speed Imaging. |
MLMIR@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Hanene Ben Yedder, Aïcha BenTaieb, Majid Shokoufi, Amir Zahiremami, Farid Golnaraghi, Ghassan Hamarneh |
Deep Learning Based Image Reconstruction for Diffuse Optical Tomography. |
MLMIR@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Kofler, Markus Haltmeier, Christoph Kolbitsch, Marc Kachelrieß, Marc Dewey |
A U-Nets Cascade for Sparse View Computed Tomography. |
MLMIR@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Franz Thaler, Kerstin Hammernik, Christian Payer, Martin Urschler, Darko Stern |
Sparse-View CT Reconstruction Using Wasserstein GANs. |
MLMIR@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Hauptmann, Ben T. Cox, Felix Lucka, Nam Huynh, Marta M. Betcke, Paul C. Beard, Simon R. Arridge |
Approximate k-Space Models and Deep Learning for Fast Photoacoustic Reconstruction. |
MLMIR@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Bastian Bier, Katharina Aschoff, Christopher Syben, Mathias Unberath, Marc E. Levenston, Garry Gold, Rebecca Fahrig, Andreas K. Maier |
Detecting Anatomical Landmarks for Motion Estimation in Weight-Bearing Imaging of Knees. |
MLMIR@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Alon Baram, Moshe Safran, Avi Ben-Cohen, Hayit Greenspan |
Left Atria Reconstruction from a Series of Sparse Catheter Paths Using Neural Networks. |
MLMIR@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Changheun Oh, Dongchan Kim, Jun-Young Chung, Yeji Han, HyunWook Park |
ETER-net: End to End MR Image Reconstruction Using Recurrent Neural Network. |
MLMIR@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Chen Qin, Wenjia Bai, Jo Schlemper, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Daniel Rueckert |
Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image. |
MLMIR@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Muneer Ahmad Dedmari, Sailesh Conjeti, Santiago Estrada, Phillip Ehses, Tony Stöcker, Martin Reuter 0001 |
Complex Fully Convolutional Neural Networks for MR Image Reconstruction. |
MLMIR@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Ilkay Öksüz, James R. Clough, Aurélien Bustin, Gastão Cruz, Claudia Prieto, René M. Botnar, Daniel Rueckert, Julia A. Schnabel, Andrew P. King |
Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction. |
MLMIR@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Jo Schlemper, Daniel Coelho de Castro, Wenjia Bai, Chen Qin, Ozan Oktay, Jinming Duan 0001, Anthony N. Price, Joseph V. Hajnal, Daniel Rueckert |
Bayesian Deep Learning for Accelerated MR Image Reconstruction. |
MLMIR@MICCAI |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Fabian Balsiger, Amaresha Shridhar Konar, Shivaprasad Chikop, Vimal Chandran, Olivier Scheidegger, Sairam Geethanath, Mauricio Reyes 0001 |
Magnetic Resonance Fingerprinting Reconstruction via Spatiotemporal Convolutional Neural Networks. |
MLMIR@MICCAI |
2018 |
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