Jekyll2023-02-08T10:35:07+00:00https://proceedings.mlr.press/v102/feed.xmlProceedings of Machine Learning ResearchProceedings of The 2nd International Conference on Medical Imaging with Deep Learning
Held in London, United Kingdom on 08-10 July 2019
Published as Volume 102 by the Proceedings of Machine Learning Research on 24 May 2019.
Volume Edited by:
M. Jorge Cardoso
Aasa Feragen
Ben Glocker
Ender Konukoglu
Ipek Oguz
Gozde Unal
Tom Vercauteren
Series Editors:
Neil D. Lawrence
Mark Reid
PMLRAnatomyGen: Deep Anatomy Generation From Dense Representation With Applications in Mandible Synthesis2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v102/abdi19a[{"given"=>"Amir H.", "family"=>"Abdi"}, {"given"=>"Heather", "family"=>"Borgard"}, {"given"=>"Purang", "family"=>"Abolmaesumi"}, {"given"=>"Sidney", "family"=>"Fels"}]Exploring local rotation invariance in 3D CNNs with steerable filters2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v102/andrearczyk19a[{"given"=>"Vincent", "family"=>"Andrearczyk"}, {"given"=>"Julien", "family"=>"Fageot"}, {"given"=>"Valentin", "family"=>"Oreiller"}, {"given"=>"Xavier", "family"=>"Montet"}, {"given"=>"Adrien", "family"=>"Depeursinge"}]On the Spatial and Temporal Influence for the Reconstruction of Magnetic Resonance Fingerprinting2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v102/balsiger19a[{"given"=>"Fabian", "family"=>"Balsiger"}, {"given"=>"Olivier", "family"=>"Scheidegger"}, {"given"=>"Pierre G.", "family"=>"Carlier"}, {"given"=>"Benjamin", "family"=>"Marty"}, {"given"=>"Mauricio", "family"=>"Reyes"}]Image Synthesis with a Convolutional Capsule Generative Adversarial Network2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v102/bass19a[{"given"=>"Cher", "family"=>"Bass"}, {"given"=>"Tianhong", "family"=>"Dai"}, {"given"=>"Benjamin", "family"=>"Billot"}, {"given"=>"Kai", "family"=>"Arulkumaran"}, {"given"=>"Antonia", "family"=>"Creswell"}, {"given"=>"Claudia", "family"=>"Clopath"}, {"given"=>"Vincenzo", "family"=>"De Paola"}, {"given"=>"Anil Anthony", "family"=>"Bharath"}]Fusing Unsupervised and Supervised Deep Learning for White Matter Lesion Segmentation2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v102/baur19a[{"given"=>"Christoph", "family"=>"Baur"}, {"given"=>"Benedikt", "family"=>"Wiestler"}, {"given"=>"Shadi", "family"=>"Albarqouni"}, {"given"=>"Nassir", "family"=>"Navab"}]Learning interpretable multi-modal features for alignment with supervised iterative descent2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v102/blendowski19a[{"given"=>"Max", "family"=>"Blendowski"}, {"given"=>"Mattias P.", "family"=>"Heinrich"}]Learning from sparsely annotated data for semantic segmentation in histopathology images2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v102/bokhorst19a[{"given"=>"John-Melle", "family"=>"Bokhorst"}, {"given"=>"Hans", "family"=>"Pinckaers"}, {"given"=>"Peter", "prefix"=>"van", "family"=>"Zwam"}, {"given"=>"Iris", "family"=>"Nagtegaal"}, {"given"=>"Jeroen", "prefix"=>"van der", "family"=>"Laak"}, {"given"=>"Francesco", "family"=>"Ciompi"}]Segmenting Potentially Cancerous Areas in Prostate Biopsies using Semi-Automatically Annotated Data2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v102/burlutskiy19a[{"given"=>"Nikolay", "family"=>"Burlutskiy"}, {"given"=>"Nicolas", "family"=>"Pinchaud"}, {"given"=>"Feng", "family"=>"Gu"}, {"given"=>"Daniel", "family"=>"Hägg"}, {"given"=>"Mats", "family"=>"Andersson"}, {"given"=>"Lars", "family"=>"Björk"}, {"given"=>"Kristian", "family"=>"Eurén"}, {"given"=>"Cristina", "family"=>"Svensson"}, {"given"=>"Lena Kajland", "family"=>"Wilén"}, {"given"=>"Martin", "family"=>"Hedlund"}]Preface2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v102/cardoso19a[{"given"=>"M. Jorge", "family"=>"Cardoso"}, {"given"=>"Aasa", "family"=>"Feragen"}, {"given"=>"Ben", "family"=>"Glocker"}, {"given"=>"Ender", "family"=>"Konukoglu"}, {"given"=>"Ipek", "family"=>"Oguz"}, {"given"=>"Gozde", "family"=>"Unal"}, {"given"=>"Tom", "family"=>"Vercauteren"}]Deep Hierarchical Multi-label Classification of Chest X-ray Images2019-05-24T00:00:00+00:002019-05-24T00:00:00+00:00https://proceedings.mlr.press/v102/chen19a[{"given"=>"Haomin", "family"=>"Chen"}, {"given"=>"Shun", "family"=>"Miao"}, {"given"=>"Daguang", "family"=>"Xu"}, {"given"=>"Gregory D.", "family"=>"Hager"}, {"given"=>"Adam P.", "family"=>"Harrison"}]