ISBI Workshops

Publications

2020

2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), Iowa City, IA, USA, April 4, 2020 ISBI Workshops (2020)
Natalia Sokolova, Mario Taschwer, Stephanie Sarny, Doris Putzgruber-Adamitsch, Klaus Schoeffmann
Pixel-Based Iris and Pupil Segmentation in Cataract Surgery Videos Using Mask R-CNN. ISBI Workshops (2020)
Philipp Gräbel, Gregor Nickel, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
Systematic Analysis And Automated Search Of Hyper-Parameters For Cell Classifier Training. ISBI Workshops (2020)
Huidong Xie, Hongming Shan, Ge Wang
3D Few-View CT Image Reconstruction with Deep Learning. ISBI Workshops (2020)
Sundaresh Ram, Stephen M. Humphries, David A. Lynch, Craig J. Galbán, Charles R. Hatt
Lung Lobe Segmentation With Automated Quality Assurance Using Deep Convolutional Neural Networks. ISBI Workshops (2020)
Amrit Kumar Jethi, Balamurali Murugesan, Keerthi Ram, Mohanasankar Sivaprakasam
Dual-Encoder-Unet For Fast Mri Reconstruction. ISBI Workshops (2020)
Neetha George, C. V. Jiji
Oct Segmentation Using Convolutional Neural Network. ISBI Workshops (2020)
Vladimir Groza, Artur Kuzin
Pneumothorax Segmentation with Effective Conditioned Post-Processing in Chest X-Ray. ISBI Workshops (2020)
Tananun Songdechakraiwut, Moo K. Chung
Dynamic Topological Data Analysis for Functional Brain Signals. ISBI Workshops (2020)
Arman P. Kulkarni, Moo K. Chung, Barbara B. Bendlin, Vivek Prabhakaran
Investigating Heritability Across Resting State Brain Networks Via Heat Kernel Smoothing on Persistence Diagrams. ISBI Workshops (2020)
Hangfan Liu, Tanweer Rashid, Mohamad Habes
Cerebral Microbleed Detection Via Fourier Descriptor with Dual Domain Distribution Modeling. ISBI Workshops (2020)
Yu Gong, Hongming Shan, Yueyang Teng, Hairong Zheng, Ge Wang, Shanshan Wang
Deeply-Supervised Multi-Dose Prior Learning For Low-Dose Pet Imaging. ISBI Workshops (2020)
Anuj Srivastava, Xiaoyang Guo, Hamid Laga
Advances in Geometrical Analysis of Topologically-Varying Shapes. ISBI Workshops (2020)
Yongpei Zhu, Zicong Zhou, Guojun Liao, Kehong Yuan
Csrgan: Medical Image Super-Resolution Using A Generative Adversarial Network. ISBI Workshops (2020)
Maribel Torres-Velázquez, Gyujoon Hwang, Cole John Cook, Bruce Hermann, Vivek Prabhakaran, Mary Elizabeth Meyerand, Alan B. McMillan
Multi-Channel Deep Neural Network For Temporal Lobe Epilepsy Classification Using Multimodal Mri Data. ISBI Workshops (2020)
Mohamed Shaban
Deep Convolutional Neural Network for Parkinson's Disease Based Handwriting Screening. ISBI Workshops (2020)
Hao Zhang, Haoqian Wang, Yongbing Zhang, Yanbin Peng
DP2 Block: An Improved Multi-Scale Block for Pulmonary Nodule Detection. ISBI Workshops (2020)
Jun Shi, Ke Wen, Xiaoyu Hao, Xudong Xue, Hong An, Hongyan Zhang
A Novel U-Like Network For The Segmentation Of Thoracic Organs. ISBI Workshops (2020)
Yu Gong, Hongming Shan, Yueyang Teng, Hairong Zheng, Ge Wang, Shanshan Wang
Low-Dose Pet Image Restoration With 2D And 3D Network Prior Learning. ISBI Workshops (2020)
Hrishikesh Deshpande, Tim Harder, Axel Saalbach, Abhivyakti Sawarkar, Thomas Bülow
Detection Of Foreign Objects In Chest Radiographs Using Deep Learning. ISBI Workshops (2020)
Mona Zehni, Minh N. Do, Zhizhen Zhao
Deepsharpen: Deep-Learning Based Sharpening Of 3D Reconstruction Map From Cryo-Electron Microscopy. ISBI Workshops (2020)
Zongkai Lian, Haiqiong Yang, Fan Wu, Mingxin Li, Shancheng Jiang
C-Algl Net: Pathological Images Generate Diagnostic Results. ISBI Workshops (2020)
Seyed Amir Hossein Hosseini, Burhaneddin Yaman, Chi Zhang, Kâmil Ugurbil, Steen Moeller, Mehmet Akçakaya
Scan-Specific Accelerated Mri Reconstruction Using Recurrent Neural Networks In A Regularized Self-Consistent Framework. ISBI Workshops (2020)
Nikolay Tolstokulakov, Evgeniy Pavlovskiy, Bair Tuchinov, Evgeniya Amelina, Mihail Amelin, Andrey Letyagin, Sergey Golushko, Vladimir Groza
Data Preprocessing Via Compositions Multi-Channel MRI Images to Improve Brain Tumor Segmentation. ISBI Workshops (2020)
Mohammad Eslami, Solale Tabarestani, Malek Adjouadi
Joint Low Dose CT Denoising And Kidney Segmentation. ISBI Workshops (2020)
Juan F. P. J. Abascal, Nicolas Ducros, Valeriya Pronina, Suzanne Bussod, Andreas Hauptmann, Simon R. Arridge, Philippe Douek, Françoise Peyrin
Material Decomposition Problem in Spectral CT: A Transfer Deep Learning Approach. ISBI Workshops (2020)
Rafael L. Araújo, Daniela M. Ushizima, Romuere R. V. Silva
Fusion of Color Bands Using Genetic Algorithm to Segment Melanoma. ISBI Workshops (2020)
Yuan Wang, Roozbeh Behroozmand, Lorelei Phillip Johnson, Leonardo Bonilha, Julius Fridriksson
Topological Signal Processing in Neuroimaging Studies. ISBI Workshops (2020)
Thiago José Barbosa Lima, Daniela Ushizima, Antonio Oseas de Carvalho Filho, Flávio Henrique Duarte de Araújo
Lung CT Screening With 3D Convolutional Neural Network Architectures. ISBI Workshops (2020)
Hanvit Kim, Dong Un Kang, Se Young Chun
Preliminary Studies On Training And Fine-Tuning Deep Denoiser Neural Networks In Learned D-Amp For Undersampled Real Mr Measurements. ISBI Workshops (2020)
Aparna Kanakatte, Jayavardhana Gubbi, Avik Ghose, Balamuralidhar Purushothaman
A Decision Support System For Retinal Image Defect Detection. ISBI Workshops (2020)
Daniel Obmann, Linh V. Nguyen, Johannes Schwab, Markus Haltmeier
Sparse Anett For Solving Inverse Problems With Deep Learning. ISBI Workshops (2020)
Akash Gupta, Abhishek Aich, Kevin Rodriguez, G. Venugopala Reddy, Amit K. Roy-Chowdhury
Deep Quantized Representation For Enhanced Reconstruction. ISBI Workshops (2020)
Liu Yang, Rudrasis Chakraborty
A GMM Based Algorithm To Generate Point-Cloud And Its Application To Neuroimaging. ISBI Workshops (2020)