RAMBO+BIA+TIA@MICCAI

Keyphrases

Publications

2018

Rongzhao Zhang, Han Zhang, Albert C. S. Chung
A Unified Mammogram Analysis Method via Hybrid Deep Supervision. RAMBO+BIA+TIA@MICCAI (2018)
Gonzalo Vegas-Sánchez-Ferrero, Raúl San José Estépar
A CT Scan Harmonization Technique to Detect Emphysema and Small Airway Diseases. RAMBO+BIA+TIA@MICCAI (2018)
Sonja Jäckle, Stefan Heldmann
Rigid Lens - Locally Rigid Approximations of Deformable Registration for Change Assessment in Thorax-Abdomen CT Follow-Up Scans. RAMBO+BIA+TIA@MICCAI (2018)
Pietro Nardelli, Mathias Buus Lanng, Cecilie Brochdorff Møller, Anne-Sofie Hendrup Andersen, Alex Skovsbo Jørgensen, Lasse Riis Østergaard, Raúl San José Estépar
Accurate Measurement of Airway Morphology on Chest CT Images. RAMBO+BIA+TIA@MICCAI (2018)
Eric Wu, Kevin Wu, David D. Cox, William Lotter
Conditional Infilling GANs for Data Augmentation in Mammogram Classification. RAMBO+BIA+TIA@MICCAI (2018)
A. Garcia-Uceda Juarez, Harm A. W. M. Tiddens, Marleen de Bruijne
Automatic Airway Segmentation in Chest CT Using Convolutional Neural Networks. RAMBO+BIA+TIA@MICCAI (2018)
Maayan Frid-Adar, Avi Ben-Cohen, Rula Amer, Hayit Greenspan
Improving the Segmentation of Anatomical Structures in Chest Radiographs Using U-Net with an ImageNet Pre-trained Encoder. RAMBO+BIA+TIA@MICCAI (2018)
Ignacio A. Illán, Javier Ramírez, J. M. Górriz, Katja Pinker-Domenig, Anke Meyer-Baese
Reproducible Evaluation of Registration Algorithms for Movement Correction in Dynamic Contrast Enhancing Magnetic Resonance Imaging for Breast Cancer Diagnosis. RAMBO+BIA+TIA@MICCAI (2018)
Heyi Li, Dongdong Chen, William H. Nailon, Mike E. Davies, David Laurenson
Improved Breast Mass Segmentation in Mammograms with Conditional Residual U-Net. RAMBO+BIA+TIA@MICCAI (2018)
Marek Wodzinski, Andrzej Skalski
Resection-Based Demons Regularization for Breast Tumor Bed Propagation. RAMBO+BIA+TIA@MICCAI (2018)
Adam Szmul, Tahreema N. Matin, Fergus V. Gleeson, Julia A. Schnabel, Vicente Grau, Bartlomiej W. Papiez
XeMRI to CT Lung Image Registration Enhanced with Personalized 4DCT-Derived Motion Model. RAMBO+BIA+TIA@MICCAI (2018)
Santiago Sanz-Estébanez, Lucilio Cordero-Grande, Marcos Martín-Fernández, Carlos Alberola-López
Robust Windowed Harmonic Phase Analysis with a Single Acquisition. RAMBO+BIA+TIA@MICCAI (2018)
Germán González, George R. Washko, Raúl San José Estépar
Multi-structure Segmentation from Partially Labeled Datasets. Application to Body Composition Measurements on CT Scans. RAMBO+BIA+TIA@MICCAI (2018)
Karen López-Linares Román, Isaac de La Bruere, Jorge Onieva, Lasse Andresen, Jakob Qvortrup Holsting, Farbod N. Rahaghi, Iván Macía, Miguel Ángel González Ballester, Raúl San José Estépar
3D Pulmonary Artery Segmentation from CTA Scans Using Deep Learning with Realistic Data Augmentation. RAMBO+BIA+TIA@MICCAI (2018)
Nicolas Basty, Vicente Grau
Super Resolution of Cardiac Cine MRI Sequences Using Deep Learning. RAMBO+BIA+TIA@MICCAI (2018)
Songtao Zhang, Li Sun, Ruiqiao Wang, Hongping Tang, Jin Zhang, Lin Luo
Structure-Aware Staging for Breast Cancer Metastases. RAMBO+BIA+TIA@MICCAI (2018)
Stephen M. Humphries, Aleena M. Notary, Juan Pablo Centeno, David A. Lynch
Automatic Classification of Centrilobular Emphysema on CT Using Deep Learning: Comparison with Visual Scoring. RAMBO+BIA+TIA@MICCAI (2018)
Stephen Morrell, Zbigniew Wojna, Can Son Khoo, Sébastien Ourselin, Juan Eugenio Iglesias
Large-Scale Mammography CAD with Deformable Conv-Nets. RAMBO+BIA+TIA@MICCAI (2018)
Carlos Cano-Espinosa, Germán González, George R. Washko, Miguel Cazorla, Raúl San José Estépar
On the Relevance of the Loss Function in the Agatston Score Regression from Non-ECG Gated CT Scans. RAMBO+BIA+TIA@MICCAI (2018)
Yeman Brhane Hagos, Albert Gubern-Mérida, Jonas Teuwen
Improving Breast Cancer Detection Using Symmetry Information with Deep Learning. RAMBO+BIA+TIA@MICCAI (2018)
Stergios Christodoulidis, Mihir Sahasrabudhe, Maria Vakalopoulou, Guillaume Chassagnon, Marie-Pierre Revel, Stavroula G. Mougiakakou, Nikos Paragios
Linear and Deformable Image Registration with 3D Convolutional Neural Networks. RAMBO+BIA+TIA@MICCAI (2018)
Sarah E. Gerard, Jacob Herrmann, David W. Kaczka, Joseph M. Reinhardt
Transfer Learning for Segmentation of Injured Lungs Using Coarse-to-Fine Convolutional Neural Networks. RAMBO+BIA+TIA@MICCAI (2018)
Shaked Perek, Alon Hazan, Ella Barkan, Ayelet Akselrod-Ballin
Siamese Network for Dual-View Mammography Mass Matching. RAMBO+BIA+TIA@MICCAI (2018)
Ophir Gozes, Hayit Greenspan
Lung Structures Enhancement in Chest Radiographs via CT Based FCNN Training. RAMBO+BIA+TIA@MICCAI (2018)
William Lindsay, Jiancong Wang, Nicholas Sachs, Eduardo Barbosa, James C. Gee
Transfer Learning Approach to Predict Biopsy-Confirmed Malignancy of Lung Nodules from Imaging Data: A Pilot Study. RAMBO+BIA+TIA@MICCAI (2018)
Mia Mojica, Mehran Ebrahimi
An Unbiased Groupwise Registration Algorithm for Correcting Motion in Dynamic Contrast-Enhanced Magnetic Resonance Images. RAMBO+BIA+TIA@MICCAI (2018)
Charles Hatt, Craig J. Galbán, Wassim Labaki, Ella A. Kazerooni, David Lynch, Meilan Han
Convolutional Neural Network Based COPD and Emphysema Classifications Are Predictive of Lung Cancer Diagnosis. RAMBO+BIA+TIA@MICCAI (2018)
Eric Kerfoot, Esther Puyol-Antón, Bram Ruijsink, James R. Clough, Andrew P. King, Julia A. Schnabel
Automated CNN-Based Reconstruction of Short-Axis Cardiac MR Sequence from Real-Time Image Data. RAMBO+BIA+TIA@MICCAI (2018)
Xiaoyong Wang, Pangyu Teng, Pechin Lo, Ashley Banola, Grace H. Kim, Fereidoun Abtin, Jonathan G. Goldin, Matthew S. Brown
High Throughput Lung and Lobar Segmentation by 2D and 3D CNN on Chest CT with Diffuse Lung Disease. RAMBO+BIA+TIA@MICCAI (2018)
Ana Ortega-Gil, Arrate Muñoz-Barrutia, Laura Fernandez-Terron, Juan José Vaquero
Tuberculosis Histopathology on X Ray CT. RAMBO+BIA+TIA@MICCAI (2018)
Guilherme Aresta, Teresa Araújo, Colin Jacobs, Bram van Ginneken, António Cunha, Isabel Ramos, Aurélio Campilho
Towards an Automatic Lung Cancer Screening System in Low Dose Computed Tomography. RAMBO+BIA+TIA@MICCAI (2018)
Jennifer Kamphenkel, Paul F. Jäger, Sebastian Bickelhaupt, Frederik Bernd Laun, Wolfgang Lederer, Heidi Daniel, Tristan Anselm Kuder, Stefan Delorme, Heinz-Peter Schlemmer, Franziska König, Klaus H. Maier-Hein
Domain Adaptation for Deviating Acquisition Protocols in CNN-Based Lesion Classification on Diffusion-Weighted MR Images. RAMBO+BIA+TIA@MICCAI (2018)
Wei Shao, Taylor J. Patton, Sarah E. Gerard, Yue Pan, Joseph M. Reinhardt, John E. Bayouth, Oguz C. Durumeric, Gary E. Christensen
Detecting Out-of-Phase Ventilation Using 4DCT to Improve Radiation Therapy for Lung Cancer. RAMBO+BIA+TIA@MICCAI (2018)
Jorge Onieva Onieva, Berta Martí Fuster, María Pedrero de la Puente, Raúl San José Estépar
Diffeomorphic Lung Registration Using Deep CNNs and Reinforced Learning. RAMBO+BIA+TIA@MICCAI (2018)

volume 11040, 2018

Image Analysis for Moving Organ, Breast, and Thoracic Images - Third International Workshop, RAMBO 2018, Fourth International Workshop, BIA 2018, and First International Workshop, TIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings RAMBO+BIA+TIA@MICCAI 11040 (2018)