Table of Contents

• Deeply-Supervised Multi-Dose Prior Learning For Low-Dose Pet ImagingYu Gong, Hongming Shan, Yueyang Teng, Hairong Zheng, Ge Wang, Shanshan Wang 0001. 1-4 [doi]
• Advances in Geometrical Analysis of Topologically-Varying ShapesAnuj Srivastava, Xiaoyang Guo, Hamid Laga. 1-4 [doi]
• Oct Segmentation Using Convolutional Neural NetworkNeetha George, Jiji C. V. 1-4 [doi]
• A Novel U-Like Network For The Segmentation Of Thoracic OrgansJun Shi, Ke Wen, Xiaoyu Hao, Xudong Xue, Hong An, Hongyan Zhang. 1-4 [doi]
• Multi-Channel Deep Neural Network For Temporal Lobe Epilepsy Classification Using Multimodal Mri DataMaribel Torres-Velázquez, Gyujoon Hwang, Cole John Cook, Bruce Hermann, Vivek Prabhakaran, Mary Elizabeth Meyerand, Alan B. McMillan. 1-4 [doi]
• Dynamic Topological Data Analysis for Functional Brain SignalsTananun Songdechakraiwut, Moo K. Chung. 1-4 [doi]
• Material Decomposition Problem in Spectral CT: A Transfer Deep Learning ApproachJ. F. P. J. Abascal, Nicolas Ducros, V. Pronina, S. Bussod, A. Hauptmannz, Simon R. Arridge, Philippe Douek, Françoise Peyrin. 1-4 [doi]
• C-Algl Net: Pathological Images Generate Diagnostic ResultsZongkai Lian, Haiqiong Yang, Fan Wu, Mingxin Li, Shancheng Jiang. 1-4 [doi]
• Fusion of Color Bands Using Genetic Algorithm to Segment MelanomaRafael L. Araújo, Daniela M. Ushizima, Romuere R. V. Silva. 1-4 [doi]
• Data Preprocessing Via Compositions Multi-Channel MRI Images to Improve Brain Tumor SegmentationN. Tolstokulakov, Evgeniy Pavlovskiy, Bair Tuchinov, Evgeniya Amelina, Mihail Amelin, Andrey Letyagin, Sergey Golushko, Vladimir Groza. 1-4 [doi]
• Pneumothorax Segmentation with Effective Conditioned Post-Processing in Chest X-RayVladimir Groza, Artur Kuzin. 1-4 [doi]
• Scan-Specific Accelerated Mri Reconstruction Using Recurrent Neural Networks In A Regularized Self-Consistent FrameworkSeyed Amir Hossein Hosseini, Burhaneddin Yaman, Chi Zhang, Kâmil Ugurbil, Steen Moeller, Mehmet Akçakaya. 1-4 [doi]
• Investigating Heritability Across Resting State Brain Networks Via Heat Kernel Smoothing on Persistence DiagramsArman P. Kulkarni, Moo K. Chung, Barbara B. Bendlin, Vivek Prabhakaran. 1-4 [doi]
• Pixel-Based Iris and Pupil Segmentation in Cataract Surgery Videos Using Mask R-CNNNatalia Sokolova, Mario Taschwer, Stephanie Sarny, Doris Putzgruber-Adamitsch, Klaus Schoeffmann. 1-4 [doi]
• A Decision Support System For Retinal Image Defect DetectionAparna Kanakatte, Jayavardhana Gubbi, Avik Ghose, Balamuralidhar Purushothaman. 1-4 [doi]
• Deepsharpen: Deep-Learning Based Sharpening Of 3D Reconstruction Map From Cryo-Electron MicroscopyMona Zehni, Minh N. Do, Zhizhen Zhao. 1-4 [doi]
• A GMM Based Algorithm To Generate Point-Cloud And Its Application To NeuroimagingLiu Yang, Rudrasis Chakraborty. 1-4 [doi]
• 3D Few-View CT Image Reconstruction with Deep LearningHuidong Xie, Hongming Shan, Ge Wang 0001. 1-4 [doi]
• Lung CT Screening With 3D Convolutional Neural Network ArchitecturesThiago José Barbosa Lima, Daniela Ushizima, Antonio Oseas de Carvalho Filho, Flávio Henrique Duarte de Araújo. 1-4 [doi]
• Joint Low Dose CT Denoising And Kidney SegmentationMohammad Eslami, Solale Tabarestani, Malek Adjouadi. 1-4 [doi]
• Dual-Encoder-Unet For Fast Mri ReconstructionAmrit Kumar Jethi, Balamurali Murugesan, Keerthi Ram, Mohanasankar Sivaprakasam. 1-4 [doi]
• Deep Quantized Representation For Enhanced ReconstructionAkash Gupta, Abhishek Aich, Kevin Rodriguez, G. Venugopala Reddy, Amit K. Roy Chowdhury. 1-4 [doi]
• Deep Convolutional Neural Network for Parkinson's Disease Based Handwriting ScreeningMohamed Shaban. 1-4 [doi]
• Systematic Analysis And Automated Search Of Hyper-Parameters For Cell Classifier TrainingPhilipp Gräbel, Gregor Nickel, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof. 1-4 [doi]
• DP2 Block: An Improved Multi-Scale Block for Pulmonary Nodule DetectionHao Zhang, Haoqian Wang, Yongbing Zhang, Yanbin Peng. 1-4 [doi]
• Lung Lobe Segmentation With Automated Quality Assurance Using Deep Convolutional Neural NetworksSundaresh Ram, Stephen M. Humphries, David A. Lynch, Craig J. Galbán, Charles R. Hatt. 1-4 [doi]
• Csrgan: Medical Image Super-Resolution Using A Generative Adversarial NetworkYongpei Zhu, Zicong Zhou, Guojun Liao, Kehong Yuan. 1-4 [doi]
• Cerebral Microbleed Detection Via Fourier Descriptor with Dual Domain Distribution ModelingHangfan Liu, Tanweer Rashid, Mohamad Habes. 1-4 [doi]
• Detection Of Foreign Objects In Chest Radiographs Using Deep LearningHrishikesh Deshpande, Tim Harder, Axel Saalbach, Abhivyakti Sawarkar, Thomas Bülow. 1-4 [doi]
• Sparse Anett For Solving Inverse Problems With Deep LearningDaniel Obmann, Linh V. Nguyen, Johannes Schwab, Markus Haltmeier. 1-4 [doi]
• Topological Signal Processing in Neuroimaging StudiesYuan Wang, Roozbeh Behroozmand, Lorelei Phillip Johnson, Leonardo Bonilha, Julius Fridriksson. 1-4 [doi]
• Low-Dose Pet Image Restoration With 2D And 3D Network Prior LearningYu Gong, Hongming Shan, Yueyang Teng, Hairong Zheng, Ge Wang 0001, Shanshan Wang 0002. 1-4 [doi]
• Preliminary Studies On Training And Fine-Tuning Deep Denoiser Neural Networks In Learned D-Amp For Undersampled Real Mr MeasurementsHanvit Kim, Dong Un Kang, Se Young Chun. 1-4 [doi]