Abstract is missing.
- Two-Stage Mapping-Segmentation Framework for Delineating COVID-19 Infections from Heterogeneous CT ImagesTong Li, Zhuochen Wang, Yanbo Chen, Lichi Zhang, Yaozong Gao, Feng Shi 0001, Dahong Qian, Qian Wang 0001, Dinggang Shen. 3-13 [doi]
- Multi-cavity Heart Segmentation in Non-contrast Non-ECG Gated CT Scans with F-CNNRafael Moreta-Martínez, Gonzalo Vegas-Sánchez-Ferrero, Lasse Andresen, Jakob Qvortrup Holsting, Raúl San José Estépar. 14-23 [doi]
- 3D Deep Convolutional Neural Network-Based Ventilated Lung Segmentation Using Multi-nuclear Hyperpolarized Gas MRIJoshua R. Astley, Alberto M. Biancardi, Paul J. C. Hughes, Laurie J. Smith, Helen Marshall, James Eaden, Jody Bray, Nicholas D. Weatherley, Guilhem J. Collier, Jim M. Wild, Bilal A. Tahir. 24-35 [doi]
- Lung Cancer Tumor Region Segmentation Using Recurrent 3D-DenseUNetUday Kamal, Abdul Muntakim Rafi, Rakibul Hoque, Jonathan Wu, Md. Kamrul Hasan. 36-47 [doi]
- 3D Probabilistic Segmentation and Volumetry from 2D Projection ImagesAthanasios Vlontzos, Samuel Budd, Benjamin Hou, Daniel Rueckert, Bernhard Kainz. 48-57 [doi]
- CovidDiagnosis: Deep Diagnosis of COVID-19 Patients Using Chest X-RaysKushagra Mahajan, Monika Sharma, Lovekesh Vig, Rishab Khincha, Soundarya Krishnan, Adithya Niranjan, Tirtharaj Dash, Ashwin Srinivasan 0001, Gautam M. Shroff. 61-73 [doi]
- A Weakly Supervised Deep Learning Framework for COVID-19 CT Detection and AnalysisOphir Gozes, Maayan Frid-Adar, Nimrod Sagie, Asher Kabakovitch, Dor Amran, Rula Amer, Hayit Greenspan. 84-93 [doi]
- Deep Reinforcement Learning for Localization of the Aortic Annulus in Patients with Aortic DissectionMarina Codari, Antonio Pepe 0003, Gabriel Mistelbauer, Domenico Mastrodicasa, Shannon Walters, Martin J. Willemink, Dominik Fleischmann. 94-105 [doi]
- Functional-Consistent CycleGAN for CT to Iodine Perfusion Map TranslationPietro Nardelli, Rubén San José Estépar, Farbod N. Rahaghi, Raúl San José Estépar. 109-117 [doi]
- MRI to CTA Translation for Pulmonary Artery Evaluation Using CycleGANs Trained with Unpaired DataMaialen Stephens, Raúl San José Estépar, Jesús Ruiz-Cabello, Ignacio Arganda-Carreras, Iván Macía, Karen López-Linares. 118-129 [doi]
- Semi-supervised Virtual Regression of Aortic Dissections Using 3D Generative InpaintingAntonio Pepe 0003, Gabriel Mistelbauer, Christina Gsaxner, Jianning Li, Dominik Fleischmann, Dieter Schmalstieg, Jan Egger. 130-140 [doi]
- Registration-Invariant Biomechanical Features for Disease Staging of COPD in SPIROMICSMuhammad F. A. Chaudhary, Yue Pan, Di Wang, Sandeep Bodduluri, Surya P. Bhatt, Alejandro P. Comellas, Eric A. Hoffman, Gary E. Christensen, Joseph M. Reinhardt. 143-154 [doi]
- Deep Group-Wise Variational Diffeomorphic Image RegistrationTycho F. A. van der Ouderaa, Ivana Isgum, Wouter B. Veldhuis, Bob D. de Vos. 155-164 [doi]