TIA@MICCAI

Publications

2020

Ophir Gozes, Maayan Frid-Adar, Nimrod Sagie, Asher Kabakovitch, Dor Amran, Rula Amer, Hayit Greenspan
A Weakly Supervised Deep Learning Framework for COVID-19 CT Detection and Analysis. TIA@MICCAI (2020)
Uday Kamal, Abdul Muntakim Rafi, Rakibul Hoque, Q. M. Jonathan Wu, Md. Kamrul Hasan
Lung Cancer Tumor Region Segmentation Using Recurrent 3D-DenseUNet. TIA@MICCAI (2020)
Tong Li, Zhuochen Wang, Yanbo Chen, Lichi Zhang, Yaozong Gao, Feng Shi, Dahong Qian, Qian Wang, Dinggang Shen
Two-Stage Mapping-Segmentation Framework for Delineating COVID-19 Infections from Heterogeneous CT Images. TIA@MICCAI (2020)
Eduardo H. P. Pooch, Pedro L. Ballester, Rodrigo C. Barros
Can We Trust Deep Learning Based Diagnosis? The Impact of Domain Shift in Chest Radiograph Classification. TIA@MICCAI (2020)
Muhammad F. A. Chaudhary, Yue Pan, Di Wang, Sandeep Bodduluri, Surya P. Bhatt, Alejandro P. Comellas, Eric A. Hoffman, Gary E. Christensen, Joseph M. Reinhardt
Registration-Invariant Biomechanical Features for Disease Staging of COPD in SPIROMICS. TIA@MICCAI (2020)
Pietro Nardelli, Rubén San José Estépar, Farbod N. Rahaghi, Raúl San José Estépar
Functional-Consistent CycleGAN for CT to Iodine Perfusion Map Translation. TIA@MICCAI (2020)
Rafael Moreta-Martínez, Gonzalo Vegas-Sánchez-Ferrero, Lasse Andresen, Jakob Qvortrup Holsting, Raúl San José Estépar
Multi-cavity Heart Segmentation in Non-contrast Non-ECG Gated CT Scans with F-CNN. TIA@MICCAI (2020)
Kushagra Mahajan, Monika Sharma, Lovekesh Vig, Rishab Khincha, Soundarya Krishnan, Adithya Niranjan, Tirtharaj Dash, Ashwin Srinivasan, Gautam Shroff
CovidDiagnosis: Deep Diagnosis of COVID-19 Patients Using Chest X-Rays. TIA@MICCAI (2020)
Marina Codari, Antonio Pepe, Gabriel Mistelbauer, Domenico Mastrodicasa, Shannon Walters, Martin J. Willemink, Dominik Fleischmann
Deep Reinforcement Learning for Localization of the Aortic Annulus in Patients with Aortic Dissection. TIA@MICCAI (2020)
Joshua 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
3D Deep Convolutional Neural Network-Based Ventilated Lung Segmentation Using Multi-nuclear Hyperpolarized Gas MRI. TIA@MICCAI (2020)
Maialen Stephens, Raúl San José Estépar, Jesús Ruiz-Cabello, Ignacio Arganda-Carreras, Iván Macía, Karen López-Linares
MRI to CTA Translation for Pulmonary Artery Evaluation Using CycleGANs Trained with Unpaired Data. TIA@MICCAI (2020)
Athanasios Vlontzos, Samuel Budd, Benjamin Hou, Daniel Rueckert, Bernhard Kainz
3D Probabilistic Segmentation and Volumetry from 2D Projection Images. TIA@MICCAI (2020)
Antonio Pepe, Gabriel Mistelbauer, Christina Gsaxner, Jianning Li, Dominik Fleischmann, Dieter Schmalstieg, Jan Egger
Semi-supervised Virtual Regression of Aortic Dissections Using 3D Generative Inpainting. TIA@MICCAI (2020)
Tycho F. A. van der Ouderaa, Ivana Isgum, Wouter B. Veldhuis, Bob D. de Vos
Deep Group-Wise Variational Diffeomorphic Image Registration. TIA@MICCAI (2020)

volume 12502, 2020

Thoracic Image Analysis - Second International Workshop, TIA 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings TIA@MICCAI 12502 (2020)