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Found 28 publication records. Showing 28 according to the selection in the facets
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Authors |
Title |
Venue |
Year |
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Author keywords |
1 | Russell Macleod, Serena J. Counsell, David W. Carmichael, Ralica Dimitrova, Maximilian Pietsch, A. David Edwards, Mary A. Rutherford, Jonathan O'Muircheartaigh |
Detection of Injury and Automated Triage of Preterm Neonatal MRI Using Patch-Based Gaussian Processes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 231-241, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Christoph Berger, Magdalini Paschali, Ben Glocker, Konstantinos Kamnitsas |
Confidence-Based Out-of-Distribution Detection: A Comparative Study and Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 122-132, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Lucas 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 |
Distributionally Robust Segmentation of Abnormal Fetal Brain 3D MRI. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 263-273, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Netanell Avisdris, Dafna Ben-Bashat, Liat Ben-Sira, Leo Joskowicz |
Fetal Brain MRI Measurements Using a Deep Learning Landmark Network with Reliability Estimation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 210-220, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | M. M. Amaan Valiuddin, Christiaan G. A. Viviers, Ruud J. G. van Sloun, Peter H. N. de With, Fons van der Sommen |
Improving Aleatoric Uncertainty Quantification in Multi-annotated Medical Image Segmentation with Normalizing Flows. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 75-88, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Jacob Carse, Tamás Süveges, Stephen Hogg, Emanuele Trucco, Charlotte Proby, Colin Fleming, Stephen J. McKenna |
Robust Selective Classification of Skin Lesions with Asymmetric Costs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 112-121, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Riine Heinsalu, Logan Z. J. Williams, Aditi Ranjan, Carla Avena Zampieri, Alena Uus, Emma Claire Robinson, Mary A. Rutherford, Lisa Story, Jana Hutter |
Predicting Preterm Birth Using Multimodal Fetal Imaging. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 284-293, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Madeleine K. Wyburd, Linde S. Hesse, Moska Aliasi, Mark Jenkinson, Aris T. Papageorghiou, Monique C. Haak, Ana I. L. Namburete |
Assessment of Regional Cortical Development Through Fissure Based Gestational Age Estimation in 3D Fetal Ultrasound. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 242-252, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Irina Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, Dafnis Batalle, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez |
Uncertainty-Aware Deep Learning Based Deformable Registration. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 54-63, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Tewodros Weldebirhan Arega, Stéphanie Bricq, Fabrice Mériaudeau |
Leveraging Uncertainty Estimates to Improve Segmentation Performance in Cardiac MR. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 24-33, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Alexandru Tifrea, Eric Stavarache, Fanny Yang |
Novel Disease Detection Using Ensembles with Regularized Disagreement. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 133-144, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Hongwei Li 0004, Sunita Gopal, Anjany Sekuboyina, Jianguo Zhang 0001, Chen Niu, Carolin M. Pirkl, Jan Kirschke, Benedikt Wiestler, Bjoern H. Menze |
Unpaired MR Image Homogenisation by Disentangled Representations and Its Uncertainty. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 44-53, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Di Qiu, Lok Ming Lui |
Modal Uncertainty Estimation for Medical Imaging Based Diagnosis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 3-13, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Bella Specktor-Fadida, Daphna Link-Sourani, Shai Ferster-Kveller, Liat Ben-Sira, Elka Miller, Dafna Ben-Bashat, Leo Joskowicz |
A Bootstrap Self-training Method for Sequence Transfer: State-of-the-Art Placenta Segmentation in fetal MRI. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 189-199, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Ali Salari, Yohan Chatelain, Gregory Kiar, Tristan Glatard |
Accurate Simulation of Operating System Updates in Neuroimaging Using Monte-Carlo Arithmetic. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 14-23, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Oliver Zhang, Jean-Benoit Delbrouck, Daniel L. Rubin |
Out of Distribution Detection for Medical Images. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 102-111, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Carole H. Sudre, Roxane Licandro, Christian F. Baumgartner, Andrew Melbourne, Adrian V. Dalca, Jana Hutter, Ryutaro Tanno, Esra Abaci Turk, Koen Van Leemput, Jordina Torrents-Barrena, William M. Wells III, Christopher K. Macgowan (eds.) |
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![Springer, 978-3-030-87734-7 The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Sora Iwamoto, Bisser Raytchev, Toru Tamaki, Kazufumi Kaneda |
Improving the Reliability of Semantic Segmentation of Medical Images by Uncertainty Modeling with Bayesian Deep Networks and Curriculum Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 34-43, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Beatriz Laureano, Hassna Irzan, Sébastien Ourselin, Neil Marlow, Andrew Melbourne |
Myelination of Preterm Brain Networks at Adolescence. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 179-188, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Natalia Khanzhina, Maxim Kashirin, Andrey Filchenkov |
Monte Carlo Concrete DropPath for Epistemic Uncertainty Estimation in Brain Tumor Segmentation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 64-74, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Liu Li, Matthew Sinclair, Antonios Makropoulos, Joseph V. Hajnal, A. David Edwards, Bernhard Kainz, Daniel Rueckert, Amir Alansary |
CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 221-230, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Fleur Gaudfernau, Eléonore Blondiaux, Stéphanie Allassonnière |
Analysis of the Anatomical Variability of Fetal Brains with Corpus Callosum Agenesis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 274-283, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Alena 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 |
Spatio-Temporal Atlas of Normal Fetal Craniofacial Feature Development and CNN-Based Ocular Biometry for Motion-Corrected Fetal MRI. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 168-178, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Aya Mutaz Zeidan, Paula Ramirez Gilliland, Ashay Patel, Zhanchong Ou, Dimitra Flouri, Nada Mufti, Kasia Maksym, Rosalind Aughwane, Sébastien Ourselin, Anna L. David, Andrew Melbourne |
Texture-Based Analysis of Fetal Organs in Fetal Growth Restriction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 253-262, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Zoe Hu, Ricky Hu, Ryan Yan, Chantal Mayer, Robert N. Rohling, Rohit Singla |
Automatic Placenta Abnormality Detection Using Convolutional Neural Networks on Ultrasound Texture. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 147-156, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Priscille de Dumast, Hamza Kebiri, Chirine Atat, Vincent Dunet, Mériam Koob, Meritxell Bach Cuadra |
Segmentation of the Cortical Plate in Fetal Brain MRI with a Topological Loss. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 200-209, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Ertunc Erdil, Krishna Chaitanya, Neerav Karani, Ender Konukoglu |
Task-Agnostic Out-of-Distribution Detection Using Kernel Density Estimation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 91-101, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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1 | Hélène 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 |
Simulated Half-Fourier Acquisitions Single-shot Turbo Spin Echo (HASTE) of the Fetal Brain: Application to Super-Resolution Reconstruction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
UNSURE/PIPPI@MICCAI ![In: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings, pp. 157-167, 2021, Springer, 978-3-030-87734-7. The full citation details ...](Pics/full.jpeg) |
2021 |
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