Table of Contents

• Modal Uncertainty Estimation for Medical Imaging Based DiagnosisDi Qiu, Lok Ming Lui. 3-13 [doi]
• Accurate Simulation of Operating System Updates in Neuroimaging Using Monte-Carlo ArithmeticAli Salari, Yohan Chatelain, Gregory Kiar, Tristan Glatard. 14-23 [doi]
• Leveraging Uncertainty Estimates to Improve Segmentation Performance in Cardiac MRTewodros Weldebirhan Arega, Stéphanie Bricq, Fabrice Mériaudeau. 24-33 [doi]
• Improving the Reliability of Semantic Segmentation of Medical Images by Uncertainty Modeling with Bayesian Deep Networks and Curriculum LearningSora Iwamoto, Bisser Raytchev, Toru Tamaki, Kazufumi Kaneda. 34-43 [doi]
• Unpaired MR Image Homogenisation by Disentangled Representations and Its UncertaintyHongwei Li 0004, Sunita Gopal, Anjany Sekuboyina, Jianguo Zhang 0001, Chen Niu, Carolin M. Pirkl, Jan Kirschke, Benedikt Wiestler, Bjoern H. Menze. 44-53 [doi]
• Uncertainty-Aware Deep Learning Based Deformable RegistrationIrina Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, Dafnis Batalle, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez. 54-63 [doi]
• Monte Carlo Concrete DropPath for Epistemic Uncertainty Estimation in Brain Tumor SegmentationNatalia Khanzhina, Maxim Kashirin, Andrey Filchenkov. 64-74 [doi]
• Improving Aleatoric Uncertainty Quantification in Multi-annotated Medical Image Segmentation with Normalizing FlowsM. M. Amaan Valiuddin, Christiaan G. A. Viviers, Ruud J. G. van Sloun, Peter H. N. de With, Fons van der Sommen. 75-88 [doi]
• Task-Agnostic Out-of-Distribution Detection Using Kernel Density EstimationErtunc Erdil, Krishna Chaitanya, Neerav Karani, Ender Konukoglu. 91-101 [doi]
• Out of Distribution Detection for Medical ImagesOliver Zhang, Jean-Benoit Delbrouck, Daniel L. Rubin. 102-111 [doi]
• Robust Selective Classification of Skin Lesions with Asymmetric CostsJacob Carse, Tamás Süveges, Stephen Hogg, Emanuele Trucco, Charlotte Proby, Colin Fleming, Stephen J. McKenna. 112-121 [doi]
• Confidence-Based Out-of-Distribution Detection: A Comparative Study and AnalysisChristoph Berger, Magdalini Paschali, Ben Glocker, Konstantinos Kamnitsas. 122-132 [doi]
• Novel Disease Detection Using Ensembles with Regularized DisagreementAlexandru Tifrea, Eric Stavarache, Fanny Yang. 133-144 [doi]
• Automatic Placenta Abnormality Detection Using Convolutional Neural Networks on Ultrasound TextureZoe Hu, Ricky Hu, Ryan Yan, Chantal Mayer, Robert N. Rohling, Rohit Singla. 147-156 [doi]
• Simulated Half-Fourier Acquisitions Single-shot Turbo Spin Echo (HASTE) of the Fetal Brain: Application to Super-Resolution ReconstructionHélène Lajous, Tom Hilbert, Christopher W. Roy, Sébastien Tourbier, Priscille de Dumast, Yasser Alemán-Gómez, Thomas Yu, Hamza Kebiri, Jean-Baptiste Ledoux, Patric Hagmann, Reto Meuli, Vincent Dunet, Mériam Koob, Matthias Stuber, Tobias Kober, Meritxell Bach Cuadra. 157-167 [doi]
• Spatio-Temporal Atlas of Normal Fetal Craniofacial Feature Development and CNN-Based Ocular Biometry for Motion-Corrected Fetal MRIAlena Uus, Jacqueline Matthew, Irina Grigorescu, Samuel Jupp, Lucilio Cordero-Grande, Anthony Price, Emer J. Hughes, Prachi A. Patkee, Vanessa Kyriakopoulou, Robert Wright, Thomas A. Roberts, Jana Hutter, Maximilian Pietsch, Joseph V. Hajnal, A. David Edwards, Mary A. Rutherford, Maria Deprez. 168-178 [doi]
• Myelination of Preterm Brain Networks at AdolescenceBeatriz Laureano, Hassna Irzan, Sébastien Ourselin, Neil Marlow, Andrew Melbourne. 179-188 [doi]
• A Bootstrap Self-training Method for Sequence Transfer: State-of-the-Art Placenta Segmentation in fetal MRIBella Specktor-Fadida, Daphna Link-Sourani, Shai Ferster-Kveller, Liat Ben-Sira, Elka Miller, Dafna Ben-Bashat, Leo Joskowicz. 189-199 [doi]
• Segmentation of the Cortical Plate in Fetal Brain MRI with a Topological LossPriscille de Dumast, Hamza Kebiri, Chirine Atat, Vincent Dunet, Mériam Koob, Meritxell Bach Cuadra. 200-209 [doi]
• Fetal Brain MRI Measurements Using a Deep Learning Landmark Network with Reliability EstimationNetanell Avisdris, Dafna Ben-Bashat, Liat Ben-Sira, Leo Joskowicz. 210-220 [doi]
• CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRILiu Li, Matthew Sinclair, Antonios Makropoulos, Joseph V. Hajnal, A. David Edwards, Bernhard Kainz, Daniel Rueckert, Amir Alansary. 221-230 [doi]
• Detection of Injury and Automated Triage of Preterm Neonatal MRI Using Patch-Based Gaussian ProcessesRussell Macleod, Serena J. Counsell, David W. Carmichael, Ralica Dimitrova, Maximilian Pietsch, A. David Edwards, Mary A. Rutherford, Jonathan O'Muircheartaigh. 231-241 [doi]
• Assessment of Regional Cortical Development Through Fissure Based Gestational Age Estimation in 3D Fetal UltrasoundMadeleine K. Wyburd, Linde S. Hesse, Moska Aliasi, Mark Jenkinson, Aris T. Papageorghiou, Monique C. Haak, Ana I. L. Namburete. 242-252 [doi]
• Texture-Based Analysis of Fetal Organs in Fetal Growth RestrictionAya Mutaz Zeidan, Paula Ramirez Gilliland, Ashay Patel, Zhanchong Ou, Dimitra Flouri, Nada Mufti, Kasia Maksym, Rosalind Aughwane, Sébastien Ourselin, Anna L. David, Andrew Melbourne. 253-262 [doi]
• Distributionally Robust Segmentation of Abnormal Fetal Brain 3D MRILucas Fidon, Michael Aertsen, Nada Mufti, Thomas Deprest, Doaa Emam, Frédéric Guffens, Ernst Schwartz, Michael Ebner, Daniela Prayer, Gregor Kasprian, Anna L. David, Andrew Melbourne, Sébastien Ourselin, Jan Deprest, Georg Langs, Tom Vercauteren. 263-273 [doi]
• Analysis of the Anatomical Variability of Fetal Brains with Corpus Callosum AgenesisFleur Gaudfernau, Eléonore Blondiaux, Stéphanie Allassonière. 274-283 [doi]
• Predicting Preterm Birth Using Multimodal Fetal ImagingRiine Heinsalu, Logan Williams, Aditi Ranjan, Carla Avena Zampieri, Alena Uus, Emma Claire Robinson, Mary A. Rutherford, Lisa Story, Jana Hutter. 284-293 [doi]