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Last updated on May 5, 2020. This conference program is tentative and subject to change
Technical Program for Saturday April 4, 2020
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| SaAa1O1 Oral Session, Workshop Room 1 |
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| Workshop 1: Deep Learning for Biomedical Image Reconstruction AM 1 |
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| Chair: Akcakaya, Mehmet | University of Minnesota |
| Co-Chair: Wang, Ge | Rensselaer Polytechnic Institute |
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| 08:30-09:00, Paper SaAa1O1.1 | Add to My Program |
| Bringing Machine Learning to the Clinic – Opportunities and Challenges (I) |
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| Leiner, Tim | University Medical Center Utrecht |
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| 09:00-09:30, Paper SaAa1O1.2 | Add to My Program |
| Deep Learning-Based Image Reconstruction: How the Inverse Problem Informs the Architecture (I) |
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| Bresler, Yoram | University of Illinois at Urbana-Champaign |
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| 09:30-09:45, Paper SaAa1O1.3 | Add to My Program |
| Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks (I) |
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| Özbey, Muzaffer | Bilkent University |
| Yurt, Mahmut | Bilkent University |
| Dar, Salman Ul Hassan | Bilkent University |
| Cukur, Tolga | Bilkent University |
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| 09:45-10:00, Paper SaAa1O1.4 | Add to My Program |
| Material Decomposition Problem in Spectral Ct: A Transfer Deep Learning Approach |
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| Perez Juste Abascal, Juan Felipe | Univ. Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Sai |
| Ducros, Nicolas | Univ. Lyon, CREATIS |
| Pronina, Valeriya | Univ Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Sain |
| Bussod, Suzanne | Univ. Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM Sai |
| Hauptmann, Andreas | UCL |
| Arridge, Simon | University College London |
| Douek, Philippe | CREATIS-LRMN, Hospices Civils De Lyon |
| Peyrin, Francoise | Université De Lyon, CNRS UMR 5220, INSERM U1206, INSA Lyon |
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| SaAa2O2 Oral Session, Workshop Room 2 |
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| Workshop 2: Computational Optical Imaging AM 1 | LIVE: Zoom.us/j/917414417 |
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| Chair: Preza, Chrysanthe | The University of Memphis |
| Co-Chair: Waller, Dr. | UC Berkeley |
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| 08:30-09:00, Paper SaAa2O2.1 | Add to My Program |
| Computational Imaging through Ultra-Thin Endoscopes (I) |
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| Piestun, Rafael | Search Results Web Result with Site Links University of Colorad |
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| 09:00-09:15, Paper SaAa2O2.2 | Add to My Program |
| Improved Resolution in Structured Illumination Microscopy with 3D Model-Based Restoration (I) |
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| Van, Cong Tuan Son | University of Memphis |
| Shabani, Hasti | The University of Memphis |
| Preza, Chrysanthe | The University of Memphis |
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| 09:15-09:45, Paper SaAa2O2.3 | Add to My Program |
| Computational Reconstruction of 100-Plex Fluorescence Mosaics of Whole-Brain Slices for Automated Analysis Using Deep Neural Networks (I) |
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| Roysam, Badrinath | University of Houston |
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| 09:45-10:00, Paper SaAa2O2.4 | Add to My Program |
| Fundamental Quantum Bounds on the Precision and Accuracy of Measuring Molecular Orientation (I) |
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| Zhang, Oumeng | Washington University in St. Louis |
| Lew, Matthew D. | Washington University in St. Louis |
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| SaAa3O3 Oral Session, Workshop Room 3 |
Add to My Program |
| Workshop 3: Interaction of Geometry and Topology in Biomedical Imaging AM 1 |
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| Chair: Reinhardt, Joseph M. | The University of Iowa |
| Co-Chair: Chung, Moo K. | University of Wisconsin-Madison |
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| 08:30-09:00, Paper SaAa3O3.1 | Add to My Program |
| Recent Advances in Geometrical Analysis of Topologically-Varying Shapes |
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| Srivastava, Anuj | Florida State University |
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| 09:00-09:30, Paper SaAa3O3.2 | Add to My Program |
| Topological Signal Processing in Neuroimaging Studies |
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| Wang, Yuan | University of South Carolina |
| Behroozmand, Roozbeh | University of South Carolina |
| Johnson, Lorelei Phillip | University of South Carolina |
| Bonilha, Leonardo | Medical University of South Carolina |
| Fridriksson, Julius | University of South Carolina |
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| 09:30-10:00, Paper SaAa3O3.3 | Add to My Program |
| Geometric Understanding of Convolutional Neural Networks (I) |
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| Ye, Jong Chul | Korea Advanced Inst of Science & Tech |
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| SaAa4O3 Oral Session, Workshop Room 4 |
Add to My Program |
Workshop 4: Deep Image Analysis and Understanding: From Applications to
Products AM 1 | LIVE: Zoom.us/j/994808817 |
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| Chair: Greenspan, Hayit K. | Tel Aviv University |
| Co-Chair: Nielsen, Mads | University of Copenhagen, Denmark |
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| 08:30-09:00, Paper SaAa4O3.1 | Add to My Program |
| Machine Learning in Hematology: Reinventing the Blood Test (I) |
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| Vidal, Rene | Johns Hopkins University |
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| 09:00-09:30, Paper SaAa4O3.2 | Add to My Program |
| Domain Adaptation and Learning from Weak Labels (I) |
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| de Bruijne, Marleen | Erasmus MC - University Medical Center Rotterdam |
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| 09:30-10:00, Paper SaAa4O3.3 | Add to My Program |
| Deep Learning with Imaging Context (I) |
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| Landman, Bennett | Vanderbilt University |
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| SaAb1O1 Oral Session, Workshop Room 1 |
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| Workshop 1: Deep Learning for Biomedical Image Reconstruction AM 2 |
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| Chair: Ye, Jong Chul | Korea Advanced Inst of Science & Tech |
| Co-Chair: Akcakaya, Mehmet | University of Minnesota |
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| 10:30-11:00, Paper SaAb1O1.1 | Add to My Program |
| Scanner Artificial Intelligence: The Road Ahead (I) |
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| Nadar, Mariappan S. | Siemens Healthineers |
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| 11:00-11:30, Paper SaAb1O1.2 | Add to My Program |
| Machine Learning in Mri Reconstruction (I) |
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| Doneva, Mariya | Philips Research, Hamburg |
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| 11:30-11:45, Paper SaAb1O1.3 | Add to My Program |
| Image Reconstruction for MRI Using Deep CNN Priors Trained without Ground Truth (I) |
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| Gan, Weijie | Washington University in Saint Louis |
| Eldeniz, Cihat | Washington University in Saint Louis |
| Liu, Jiaming | Washington University in Saint Louis |
| Chen, Sihao | Washington University in Saint Louis |
| An, Hongyu | Washington University in Saint Louis |
| Kamilov, Ulugbek | Washington University in St. Louis |
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| 11:45-12:00, Paper SaAb1O1.4 | Add to My Program |
| Self-Supervised Deep Learning for Highly Accelerated Cardiac MRI Reconstruction (I) |
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| Yaman, Burhaneddin | University of Minnesota |
| Hosseini, Seyed Amir Hossein | University of Minnesota |
| Demirel, Omer Burak | University of Minnesota |
| Moeller, Steen | University of Minnesota |
| Ugurbil, Kamil | University of Minnesota |
| Akcakaya, Mehmet | University of Minnesota |
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| SaAb2O2 Oral Session, Workshop Room 2 |
Add to My Program |
| Workshop 2: Computational Optical Imaging AM 2 | LIVE: Zoom.us/j/917414417 |
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| Chair: Preza, Chrysanthe | The University of Memphis |
| Co-Chair: Cetin, Mujdat | University of Rochester |
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| 11:00-11:30, Paper SaAb2O2.2 | Add to My Program |
| Deep Learning Based Phase Imaging with Uncertainty Quantification (I) |
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| Tian, Lei | Boston University |
| Xue, Yujia | Boston University |
| Cheng, Shiyi | Boston University |
| Li, Yunzhe | Boston University |
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| 11:00-11:30, Paper SaAb2O2.4 | Add to My Program |
| Quantifying and Maximizing Imaging Accuracy in Single-Molecule Super-Resolution Microscopy (I) |
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| Mazidi, Hesam | Washington Univeresity in St. Louis |
| Ding, Tianben | Washington University in St. Louis |
| Nehorai, Arye | Washington University in St Louis |
| Lew, Matthew D. | Washington University in St. Louis |
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| SaAb3O3 Oral Session, Workshop Room 3 |
Add to My Program |
| Workshop 3: Interaction of Geometry and Topology in Biomedical Imaging AM 2 |
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| Chair: Chung, Moo K. | University of Wisconsin-Madison |
| Co-Chair: Reinhardt, Joseph M. | The University of Iowa |
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| 10:30-10:45, Paper SaAb3O3.1 | Add to My Program |
| Pulmonary Blood Vessel and Lobe Surface Varifold (PVSV) Registration (I) |
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| Pan, Yue | University of Iowa |
| Christensen, Gary E. | The University of Iowa |
| Shao, Wei | Stanford University, CA, USA |
| Gerard, Sarah E. | Brigham Women's Hospital and Harvard Medical School |
| Durumeric, Oguz | University of Iowa |
| Hugo, Geoffrey D. | Washington University in St. Louis, MO, USA |
| Reinhardt, Joseph M. | The University of Iowa |
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| 10:45-11:00, Paper SaAb3O3.2 | Add to My Program |
| End-To-End Training of Neural Networks with Topological Loss (I) |
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| Chen, Chao | Stony Brook University |
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| 11:00-11:30, Paper SaAb3O3.3 | Add to My Program |
| Polynomial-Based Spectral Graph Convolutional Neural Network for Diagnosis of Alzheimer's Disease (I) |
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| Huang, Shih-Gu | National University of Singapore |
| Liu, Chaoqiang | National University of Singapore |
| Qiu, Anqi | National University of Singapore |
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| 11:30-12:00, Paper SaAb3O3.4 | Add to My Program |
| Topologic and Geometric Methods in Osteoporotic Imaging (I) |
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| Saha, Punam K. | University of Iowa |
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| SaAb4O3 Oral Session, Workshop Room 4 |
Add to My Program |
Workshop 4: Deep Image Analysis and Understanding: From Applications to
Products AM 2 | LIVE: Zoom.us/j/994808817 |
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| Chair: Nielsen, Mads | University of Copenhagen, Denmark |
| Co-Chair: Greenspan, Hayit K. | Tel Aviv University |
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| 10:30-11:00, Paper SaAb4O3.1 | Add to My Program |
| 1, 2, 3: U-Nets for Medical Data Segmentation (I) |
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| Igel, Christian | University of Copenhagen |
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| 11:00-11:15, Paper SaAb4O3.2 | Add to My Program |
| Cross-Modality Segmentation: Domain Adaptation Via Disentangled Representations (I) |
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| Yang, Junlin | Yale University |
| Dvornek, Nicha | Yale School of Medicine |
| Chapiro, Julius | Yale University |
| Lin, MingDe | Visage Imaging, Inc. |
| Duncan, James | Yale University |
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| 11:15-11:45, Paper SaAb4O3.3 | Add to My Program |
| Deep Image Analysis - Insights & Future Directions (I) |
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| Greenspan, Hayit K. | Tel Aviv University |
| Nielsen, Mads | University of Copenhagen, Denmark |
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| SaPa1O1 Oral Session, Workshop Room 1 |
Add to My Program |
| Workshop 1: Deep Learning for Biomedical Image Reconstruction PM 1 |
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| Chair: Wang, Ge | Rensselaer Polytechnic Institute |
| Co-Chair: Ye, Jong Chul | Korea Advanced Inst of Science & Tech |
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| 13:30-14:00, Paper SaPa1O1.1 | Add to My Program |
| Neural Networks in Tomographic Imaging: How Much Can They Learn? (I) |
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| De Man, Bruno | GE Global Research Center (KW-C1307) |
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| 14:00-14:30, Paper SaPa1O1.2 | Add to My Program |
| How to Serve an AiCE? the Journey of Developing Deep Learning Based Reconstruction Product in Medical Imaging (I) |
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| Yu, Zhou | Canon Medical Research USA |
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| 14:30-14:45, Paper SaPa1O1.3 | Add to My Program |
| Low-Dose CT Image Reconstruction with Deep Noise2Noise Prior without Training Data (I) |
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| Wu, Dufan | Massachusetts General Hospital and Harvard Medical School |
| Kim, Kyungsang | Massachusetts General Hospital and Harvard Medical School |
| Li, Quanzheng | Harvard Medical School, Massachusetts General Hospital |
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| 14:45-15:00, Paper SaPa1O1.4 | Add to My Program |
| 3D Few-View CT Image Reconstruction with Deep Learning |
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| Xie, Huidong | Rensselaer Polytechnic Institute |
| Shan, Hongming | Rensselaer Polytechnic Institute |
| Wang, Ge | Rensselaer Polytechnic Institute |
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| SaPb1O1 Oral Session, Workshop Room 1 |
Add to My Program |
| Workshop 1: Deep Learning for Biomedical Image Reconstruction PM 2 |
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| Chair: Akcakaya, Mehmet | University of Minnesota |
| Co-Chair: Wang, Ge | Rensselaer Polytechnic Institute |
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| 15:30-15:45, Paper SaPb1O1.1 | Add to My Program |
| Deep Learning Based MPI System Matrix Recovery to Increase the Spatial Resolution of Reconstructed Images |
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| Baltruschat, Ivo Matteo | University Medical Center Hamburg-Eppendorf |
| Szwargulski, Patryk | Section for Biomedical Imaging, University Medical Center Hambur |
| Griese, Florian | University Medical Center Hamburg-Eppendorf |
| Grosser, Mirco | University Medical Center Hamburg-Eppendorf |
| Werner, René | University Medical Center Hamburg-Eppendorf |
| Knopp, Tobias | University Medical Center Hamburg-Eppendorf |
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| 15:45-16:00, Paper SaPb1O1.2 | Add to My Program |
| DeepSharpen: Deep-Learning Based Sharpening of 3D Reconstruction Map from Cryo-Electron Microscopy |
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| Zehni, Mona | University of Illinois at Urbana-Champaign |
| Do, Minh | University of Illinois at Urbana-Champaign |
| Zhao, Zhizhen | University of Illinois at Urbana-Champaign |
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| 16:00-16:15, Paper SaPb1O1.3 | Add to My Program |
| Femtosecond Removal of Cardiac Tissue with Optical Coherence Tomography (oct) and Mass Spectroscopic (ms) Assesment (I) |
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| Goun, Alexei | Princeton University |
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| 16:15-16:30, Paper SaPb1O1.4 | Add to My Program |
| Unsupervised Merge-Residual Learning for Time-Of-Flight Mri (I) |
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| Chung, Hyungjin | KAIST |
| Cha, Eunju | Korea Advanced Inst of Science & Tech |
| Sunwoo, Leonard | Seoul National University Bundang Hospital |
| Ye, Jong Chul | Korea Advanced Inst of Science & Tech |
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| 16:30-16:45, Paper SaPb1O1.5 | Add to My Program |
| Joint Model-Based Learning for Optimized Sampling in Paralell Mri (I) |
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| Aggarwal, Hemant Kumar | University of Iowa |
| Jacob, Mathews | University of Iowa |
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| 16:45-17:00, Paper SaPb1O1.6 | Add to My Program |
| Dual-Encoder Unet for Fast Mri Reconstruction |
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| Jethi, Amrit | HTIC |
| Murugesan, Balamurali | Indian Institute of Technology Madras |
| Sirukarumbur Shanmugaram, Keerthi Ram | IIT Madras |
| Sivaprakasam, Mohanasankar | Indian Institute of Technology Madras |
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| 17:00-17:15, Paper SaPb1O1.7 | Add to My Program |
| Preliminary Studies on Training and Fine-Tuning Deep Denoiser Neural Networks in Learned D-Amp for Undersampled Real Mr Measurements |
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| Kim, Hanvit | Ulsan National Institute of Science and Technology |
| Kang, Dong Un | UNIST |
| Chun, Se Young | Ulsan National Institute of Science and Technology (UNIST) |
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| SaPcPo Poster Session, Poster Foyer |
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| Workshop Posters |
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| 18:00-19:00, Subsession SaPcPo-01, Poster Foyer | |
| Workshop 1: Deep Learning for Biomedical Image Reconstruction (Posters) Poster Session, 16 papers |
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| 18:00-19:00, Subsession SaPcPo-02, Poster Foyer | |
| Workshop 3: Interaction of Geometry and Topology in Biomedical Imaging (Posters) Poster Session, 11 papers |
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| 18:00-19:00, Subsession SaPcPo-03, Poster Foyer | |
| Workshop 4: Deep Image Analysis and Understanding: From Applications to Products (Posters) Poster Session, 19 papers |
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| SaPcPo-01 Poster Session, Poster Foyer |
Add to My Program |
| Workshop 1: Deep Learning for Biomedical Image Reconstruction (Posters) |
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| Chair: Akcakaya, Mehmet | University of Minnesota |
| Co-Chair: Ye, Jong Chul | Korea Advanced Inst of Science & Tech |
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| 18:00-19:00, Paper SaPcPo-01.1 | Add to My Program |
| Hybrid Deep Neural Networks for Parallel MR Image Reconstruction (I) |
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| Dar, Salman Ul Hassan | Bilkent University |
| Yurt, Mahmut | Bilkent University |
| Özbey, Muzaffer | Bilkent University |
| Cukur, Tolga | Bilkent University |
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| 18:00-19:00, Paper SaPcPo-01.2 | Add to My Program |
| Neutral Dose Dual-Energy Digital Breast Tomosynthesis Using Deep-Neural-Networks (I) |
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| Lee, Hoyeon | KAIST |
| Kim, Hyeongseok | Korea Advanced Institute of Science and Technology |
| Lee, Seoyoung | KAIST |
| Choi, Youngjin | Korea Electrotechnology Research Institute |
| Kim, Kee Hyun | Korea Electrotechnology Research Institute |
| Choi, Young Wook | Korea Electrotechnology Research Institute |
| Cho, Seungryong | KAIST (Korea Advanced Institute of Science and Technology) |
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| 18:00-19:00, Paper SaPcPo-01.3 | Add to My Program |
| Denoising Unpaired Low Dose CT Images with Self-Ensembled CycleGAN (I) |
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| Lee, Joonhyung | KAIST |
| Park, Sangjoon | Korea Advanced Institute of Science and Technology |
| You, Sun Kyoung | Chungnam National University |
| Ye, Jong Chul | Korea Advanced Inst of Science & Tech |
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| 18:00-19:00, Paper SaPcPo-01.4 | Add to My Program |
| Joint Low Dose CT Denoising and Kidney Segmentation |
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| Eslami, Mohammad | Florida International University |
| Tabarestani, Solale | Florida International University |
| Adjouadi, Malek | Florida International University |
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| 18:00-19:00, Paper SaPcPo-01.5 | Add to My Program |
| Low-Dose PET Image Restoration with 2.5D Network Prior Learning |
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| Gong, Yu | Northeastern University |
| Shan, Hongming | Rensselaer Polytechnic Institute |
| Teng, Yueyang | Northeastern University |
| Zheng, Hairong | Shenzhen Inst of Advanced Tech |
| Wang, Ge | Rensselaer Polytechnic Institute |
| Wang, Shanshan | Shenzhen Institutes of Advanced Technology |
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| 18:00-19:00, Paper SaPcPo-01.6 | Add to My Program |
| Deeply-Supervised Multi-Dosage Prior Learning for Low-Dose PET Imaging |
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| Gong, Yu | Northeastern University |
| Shan, Hongming | Rensselaer Polytechnic Institute |
| Teng, Yueyang | Northeastern University |
| Zheng, Hairong | Shenzhen Inst of Advanced Tech |
| Wang, Ge | Rensselaer Polytechnic Institute |
| Wang, Shanshan | Shenzhen Institutes of Advanced Technology |
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| 18:00-19:00, Paper SaPcPo-01.7 | Add to My Program |
| Adaptive Fusion Via Dual-Branch GAN for Multi-Contrast MRI Synthesis (I) |
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| Yurt, Mahmut | Bilkent University |
| Dar, Salman Ul Hassan | Bilkent University |
| Erdem, Aykut | Hacettepe University |
| Erdem, Erkut | Hacettepe University |
| Cukur, Tolga | Bilkent University |
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| 18:00-19:00, Paper SaPcPo-01.8 | Add to My Program |
| Sparse aNETT for Solving Inverse Problems with Deep Learning |
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| Markus, Haltmeier | Universität Innsbruck |
| Nguyen, Linh | University of Idaho |
| Obmann, Daniel | University of Innsnruck |
| Schwab, Johannes | University of Innsbruck |
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| 18:00-19:00, Paper SaPcPo-01.9 | Add to My Program |
| X-Ray Photon-Counting Data Correction Via Deep Learning (I) |
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| Li, Mengzhou | Rensselaer Polytechnic Institute |
| Rundle, David | JairiNovus Technologies Ltd |
| Wang, Ge | Rensselaer Polytechnic Institute |
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| 18:00-19:00, Paper SaPcPo-01.10 | Add to My Program |
| Deep Quantized Representation for Enhanced Reconstruction |
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| Gupta, Akash | University of California, Riverside |
| Aich, Abhishek | University of California, Riverside |
| Rodriguez, Kevin | University of California, Riverside |
| G, Venugopala Reddy | Univ of California Riverside |
| Roy-Chowdhury, Amit | University of California, Riverside |
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| 18:00-19:00, Paper SaPcPo-01.11 | Add to My Program |
| Multi-Energy Bone Subtraction in Chest Radiography by Eigenvalue Decomposition (I) |
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| Kim, Boah | KAIST |
| Kim, Junyoung | Korea Advanced Inst of Science & Tech |
| Seo, Wontaek | DRTECH Corp |
| Shin, Choul Woo | DRTECH Corp |
| Ye, Jong Chul | Korea Advanced Inst of Science & Tech |
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| 18:00-19:00, Paper SaPcPo-01.12 | Add to My Program |
| Medical Image Synthesis with Improved Cycle-Gan: Ct from Cect (I) |
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| Kim, Boah | KAIST |
| Kim, Eung Yeop | Gachon University Gil Medical Center |
| Ye, Jong Chul | Korea Advanced Inst of Science & Tech |
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| 18:00-19:00, Paper SaPcPo-01.13 | Add to My Program |
| Pixel-Based Iris and Pupil Segmentation in Cataract Surgery Videos Using Mask R-CNN |
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| Sokolova, Natalia | Klagenfurt University |
| Taschwer, Mario | Klagenfurt University |
| Schoeffmann, Klaus | Klagenfurt University |
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| 18:00-19:00, Paper SaPcPo-01.14 | Add to My Program |
| RADIOGAN: Deep Convolutional Conditional Generative Adversial Network to Generate PET Images (I) |
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| Amyar, Amine | University of Rouen, Rouen, France |
| Ruan, Su | Universite De Rouen |
| Modzelewski, Romain | Henry Becquerel Center |
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| 18:00-19:00, Paper SaPcPo-01.15 | Add to My Program |
| Scan-Specific Accelerated MRI Reconstruction in a Regularized Self-Consistent Framework Using Recurrent Neural Networks |
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| Hosseini, Seyed Amir Hossein | University of Minnesota |
| Yaman, Burhaneddin | University of Minnesota |
| Zhang, Chi | University of Minnesota |
| Ugurbil, Kamil | University of Minnesota |
| Moeller, Steen | University of Minnesota |
| Akcakaya, Mehmet | University of Minnesota |
| |
| 18:00-19:00, Paper SaPcPo-01.16 | Add to My Program |
| Adaptive X-Ray Ct Filtration Method Using Deep Cnn (I) |
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| Han, Yoseob | Los Alamos National Laboratory (LANL) |
| Kim, Junyoung | Korea Advanced Inst of Science & Tech |
| Ye, Jong Chul | Korea Advanced Inst of Science & Tech |
| Klasky, Marc | Los Alamos National Laboratory |
| Wohlberg, Brendt | Los Alamos National Laboratory |
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| SaPcPo-02 Poster Session, Poster Foyer |
Add to My Program |
Workshop 3: Interaction of Geometry and Topology in Biomedical Imaging
(Posters) |
|
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| Chair: Reinhardt, Joseph M. | The University of Iowa |
| Co-Chair: Chung, Moo K. | University of Wisconsin-Madison |
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| 18:00-19:00, Paper SaPcPo-02.1 | Add to My Program |
| A GMM Based Point-Cloud Generation Algorithm and Its Application to Neuroimaging |
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| Yang, Liu | University of California, Berkeley |
| Chakraborty, Rudrasis | University of California, Berkeley |
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| 18:00-19:00, Paper SaPcPo-02.2 | Add to My Program |
| Parametric Representation of Sulcal and Gyral Trees (I) |
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| Chung, Moo K. | University of Wisconsin-Madison |
| Huang, Shih-Gu | National University of Singapore |
| Lyu, Ilwoo | Vanderbilt University |
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| 18:00-19:00, Paper SaPcPo-02.3 | Add to My Program |
| Deformable Registration Using Average Geometric Transformations for Brain Mr Images |
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| Zhu, Yongpei | Tsinghua University |
| Zhou, Zicong | The University of Texas at Arlington |
| Liao, Guojun | The University of Texas at Arlington |
| Yuan, Kehong | Tsinghua University |
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| 18:00-19:00, Paper SaPcPo-02.4 | Add to My Program |
| Generative Union of Surfaces Model: Deep Architectures Re-Explained (I) |
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| Zou, Qing | University of Iowa |
| Jacob, Mathews | University of Iowa |
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| 18:00-19:00, Paper SaPcPo-02.5 | Add to My Program |
| Csrgan: Medical Image Super-Resolution Using a Generative Adversarial Network |
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| Zhu, Yongpei | Tsinghua University |
| Zhou, Zicong | The University of Texas at Arlington |
| Liao, Guojun | The University of Texas at Arlington |
| Yuan, Kehong | Tsinghua University |
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| 18:00-19:00, Paper SaPcPo-02.6 | Add to My Program |
| Cerebral Microbleed Detection Via Fourier Descriptor with Dual Domain Distribution Modeling |
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| Liu, Hangfan | University of Pennsylvania |
| Habes, Mohamad | Biggs Institute Neuroimaging Core (BINC), Glenn Biggs Institute |
| Rashid, Tanweer | Old Dominion University |
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| 18:00-19:00, Paper SaPcPo-02.7 | Add to My Program |
| Multi-Resolution Graph Neural Network for Detecting Variations in Brain Connectivity (I) |
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| Ma, Xin | The University of Texas at Arlington |
| Wu, Guorong | University of North Carolina at Chapel Hill |
| Kim, Won Hwa | University of Texas at Arlington |
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| 18:00-19:00, Paper SaPcPo-02.8 | Add to My Program |
| Investigating Heritability across Resting State Brain Networks Via Heat Kernel Smoothing on Persistence Diagrams |
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| Kulkarni, Arman | University of Wisconsin, Madison |
| Chung, Moo K. | University of Wisconsin-Madison |
| Bendlin, Barbara | University of Wisconsin - Madison |
| Prabhakaran, Vivek | University of Wisconsin, Madison |
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| 18:00-19:00, Paper SaPcPo-02.9 | Add to My Program |
| Fusion of Color Bands Using Genetic Algorithm to Segment Melanoma |
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| Araújo, Rafael | Federal University of Piauí |
| Ushizima, Daniela | Lawrence Berkeley National Laboratory |
| Silva, Romuere Rodrigues Veloso | Universidade Federal Do Piauí |
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| 18:00-19:00, Paper SaPcPo-02.10 | Add to My Program |
| Dynamic Topological Data Analysis for Functional Brain Signals |
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| Songdechakraiwut, Tananun | University of Wisconsin–Madison |
| Chung, Moo K. | University of Wisconsin-Madison |
| |
| 18:00-19:00, Paper SaPcPo-02.11 | Add to My Program |
| Representations, Metrics and Statistics for Shape Analysis of Elastic Graphs (I) |
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| Guo, Xiaoyang | Florida State University |
| Srivastava, Anuj | Florida State University |
| |
| SaPcPo-03 Poster Session, Poster Foyer |
Add to My Program |
Workshop 4: Deep Image Analysis and Understanding: From Applications to
Products (Posters) |
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| Chair: Greenspan, Hayit K. | Tel Aviv University |
| Co-Chair: Nielsen, Mads | University of Copenhagen, Denmark |
| |
| 18:00-19:00, Paper SaPcPo-03.1 | Add to My Program |
| Annotation-Free Segmentation of Neuronal Cell Bodies from a 3D Neuron Image Using Deep Neural Networks (I) |
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| Park, Hyoungjun | Korea Advanced Institute of Science and Technology |
| Na, Myeongsu | Seoul National University College of Medicine |
| Chang, Sunghoe | Seoul National University College of Medicine |
| Ye, Jong Chul | Korea Advanced Inst of Science & Tech |
| |
| 18:00-19:00, Paper SaPcPo-03.2 | Add to My Program |
| C-Algl Net: Pathological Images Generate Diagnostic Results |
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| Lian, Zongkai | Sun Yat-Sen University |
| Yang, Haiqiong | Dalian Dermatosis Hospital, Dalian, P. R. China |
| Wu, Fan | Sun Yat-Sen University |
| Li, Mingxin | Dalian Dermatosis Hospital, Dalian, P. R. China |
| Jiang, Shancheng | Sun Yat-Sen University |
| |
| 18:00-19:00, Paper SaPcPo-03.3 | Add to My Program |
| Dp2 Block: An Improved Multi-Scale Block for Pulmonary Nodule Detection |
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| Zhang, Hao | Tsinghua Shenzhen International Graduate School |
| Peng, Yanbin | Peking University Shenzhen Hospital |
| Wang, Haoqian | Tsinghua Shenzhen International Graduate School |
| Zhang, Yongbing | Tsinghua Shenzhen International Graduate School |
| |
| 18:00-19:00, Paper SaPcPo-03.4 | Add to My Program |
| Deep Convolutional Neural Network for Parkinson’s Disease Based Handwriting Screening |
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| Shaban, Mohamed | University of South Alabama |
| |
| 18:00-19:00, Paper SaPcPo-03.5 | Add to My Program |
| Lung Ct Screening with 3d Convolutional Neural Network Architecture |
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| Lima, Thiago José Barbosa | Universidade Federal Do Piauí |
| Ushizima, Daniela | Lawrence Berkeley National Laboratory |
| Araujo, Flavio H D | Federal University of Piaui |
| |
| 18:00-19:00, Paper SaPcPo-03.6 | Add to My Program |
| Cross-Modality Segmentation: Domain Adaptation Via Disentangled Representations (I) |
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| Yang, Junlin | Yale University |
| Dvornek, Nicha | Yale School of Medicine |
| Chapiro, Julius | Yale University |
| Lin, MingDe | Visage Imaging, Inc |
| Duncan, James | Yale University |
| |
| 18:00-19:00, Paper SaPcPo-03.7 | Add to My Program |
| Analysis of Deep Learning Approaches for Cervical Spine Segmentation |
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| Utegulov, Almat | University of Koblenz-Landau |
| Kramer, Ivanna | University of Koblenz-Landau |
| Bauer, Sabine | Koblenz-Landau University |
| Paulus, Dietrich | Computational Visualistics, Universtiy Koblenz, Germany |
| |
| 18:00-19:00, Paper SaPcPo-03.8 | Add to My Program |
| Data Preprocessing Via Compositions Multi-Channel Mri Images to Improve Brain Tumor Segmentation |
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| Tolstokulakov, Nickolay | Novosibirsk State University |
| Pavlovskiy, Evgeniy | Novosibirsk State University |
| Tuchinov, Bair | Novosibirsk State University |
| Amelina, Evgeniya | Novosibirsk State University |
| Amelin, Mihail | FSBI "Federal Neurosurgical Center" |
| Letyagin, Andrey Yu. | Novosibirsk State University |
| Golushko, Sergey K. | Novosibirsk State University |
| Groza, Vladimir | Median Technologies |
| |
| 18:00-19:00, Paper SaPcPo-03.9 | Add to My Program |
| Lung Lobe Segmentation with Automated Quality Assurance Using Deep Convolutional Neural Networks |
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| Ram, Sundaresh | University of Michigan |
| Humphries, Stephen | National Jewish Health |
| Lynch, David | National Jewish Health |
| Galban, Craig | University of Michigan |
| Hatt, Charles | University of Michigan - Ann Arbor |
| |
| 18:00-19:00, Paper SaPcPo-03.10 | Add to My Program |
| Multi-Channel Deep Neural Network for Temporal Lobe Epilepsy Classification Using Multimodal MRI Data |
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| Torres-Velázquez, Maribel | University of Wisconsin–Madison, Madison, WI, USA |
| Hwang, Gyujoon | University of Wisconsin–Madison |
| Cook, Cole John | University of Wisconsin–Madison |
| Hermann, Bruce | University of Wisconsin-Madison |
| Prabhakaran, Vivek | University of Wisconsin, Madison |
| Meyerand, M. Elizabeth | University of Wisconsin–Madison |
| McMillan, Alan B. | University of Wisconsin–Madison |
| |
| 18:00-19:00, Paper SaPcPo-03.11 | Add to My Program |
| Task Adaptive Selection of Models in Artificial Intelligent Systems (I) |
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| Bhushan, Chitresh | GE Global Research |
| Maximo, Andre | GE Healthcare |
| Foo, Thomas | GE Research |
| |
| 18:00-19:00, Paper SaPcPo-03.12 | Add to My Program |
| Shape Constrained Cnns for Hippocampus Sub-Field Segmentation (I) |
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| Pramanik, Aniket | University of Iowa |
| Zhou, Leixin | University of Iowa |
| Wu, Xiaodong | University of Iowa |
| Jacob, Mathews | University of Iowa |
| |
| 18:00-19:00, Paper SaPcPo-03.13 | Add to My Program |
| OCT Segmentation Using Convolutional Neural Network |
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| George, Neetha | College of Engineering, Trivandrum |
| Charangatt Victor, Jiji | College of Engineering |
| |
| 18:00-19:00, Paper SaPcPo-03.14 | Add to My Program |
| Systematic Analysis and Automated Search of Hyper-Parameters for Cell Classifier Training |
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| Gräbel, Philipp | RWTH Aachen University |
| Crysandt, Martina | Klinik Für Hämatologie, Onkologie, Hämostaseologie Und Stammzell |
| Nickel, Gregor | RWTH Aachen University |
| Herwartz, Reinhilde | Uniklinik RWTH Aachen |
| Melanie, Baumann | Klinik Für Hämatologie, Onkologie, Hämostaseologie Und Stammzell |
| Klinkhammer, Barbara Mara | RWTH Aachen University |
| Boor, Peter | RWTH Aachen University, University Hospital Aachen |
| Brümmendorf, Tim Hendrik | Klinik Für Hämatologie, Onkologie, Hämostaseologie Und Stammzell |
| Merhof, Dorit | RWTH Aachen University |
| |
| 18:00-19:00, Paper SaPcPo-03.15 | Add to My Program |
| Learned Condensation-Optimization Network: A Regularized Network for Improved Cardiac Ventricles Segmentation on Breath-Hold Cine MRI (I) |
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| Hasan, S. M. Kamrul | Rochester Institute of Technology |
| Linte, Cristian A. | Rochester Institute of Technology |
| |
| 18:00-19:00, Paper SaPcPo-03.16 | Add to My Program |
| A Decision Support System for Retinal Defect Detection |
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| Kanakatte, Aparna | Tata Consultancy Services |
| Gubbi, Jayavardhana | Tata Consultancy Services |
| Ghose, Avik | TCS Research & Innovation |
| P, Balamuralidhar | TATA Consultancy Servicess |
| |
| 18:00-19:00, Paper SaPcPo-03.18 | Add to My Program |
| Detection of Foreign Objects in Chest Radiographs Using Deep Learning |
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| Deshpande, Hrishikesh | Philips Research, Hamburg, Germany |
| Harder, Tim | Philips Research Laboratories Hamburg |
| Saalbach, Axel | Philips GmbH, Innovative Technologies |
| Sawarkar, Abhivyakti | Philips |
| Buelow, Thomas | Philips Technologie GmbH, Innovative Technologies, Research Hamb |
| |
| 18:00-19:00, Paper SaPcPo-03.19 | Add to My Program |
| Pneumothorax Segmentation with Effective Conditioned Post-Processing in Chest X-Ray |
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| Groza, Vladimir | Median Technologies |
| Kuzin, Artur | Moscow Institute of Physics and Technology |
| |
| 18:00-19:00, Paper SaPcPo-03.20 | Add to My Program |
| A Novel U-Like Network for the Segmentation of Thoracic Organs |
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| Shi, Jun | University of Science and Technology of China |
| Wen, Ke | USTC |
| Hao, Xiaoyu | University of Science and Technology of China |
| Xue, Xudong | The First Affiliated Hospital of USTC, Division of Life Sciences |
| An, Hong | USTC |
| Zhang, Hongyan | The First Affiliated Hospital of USTC, Division of Life Sciences |
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