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Attention u-net: Learning where to look for the pancreas

O. Öktay, J. "Schlemper, L. "Folgoc, M. "Lee, M. "Heinrich, K. "Misawa, K. "Mori, S. "McDonagh, N. "Hammerla, and B. "Kainz. (2018)

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Anatomy-guided domain adaptation for 3D in-bed human pose estimation.A. Bigalke, L. Hansen, J. Diesel, C. Hennigs, P. Rostalski, and M. Heinrich. Medical Image Anal., (October 2023)Topology-Preserving Shape-Based Regression Of Retinal Layers In Oct Image Data Using Convolutional Neural Networks.T. Kepp, J. Ehrhardt, M. Heinrich, G. Hüttmann, and H. Handels. ISBI, page 1437-1440. IEEE, (2019)BRIEFnet: Deep Pancreas Segmentation Using Binary Sparse Convolutions.M. Heinrich, and O. Oktay. MICCAI (3), volume 10435 of Lecture Notes in Computer Science, page 329-337. Springer, (2017)Textural mutual information based on cluster trees for multimodal deformable registration.M. Heinrich, M. Jenkinson, M. Brady, and J. Schnabel. ISBI, page 1471-1474. IEEE, (2012)An MRF-Based Discrete Optimization Framework for Combined DCE-MRI Motion Correction and Pharmacokinetic Parameter Estimation.M. Enescu, M. Heinrich, E. Hill, R. Sharma, M. Chappell, and J. Schnabel. BAMBI, volume 8677 of Lecture Notes in Computer Science, page 73-84. Springer, (2014)Chasing clouds: Differentiable volumetric rasterisation of point clouds as a highly efficient and accurate loss for large-scale deformable 3D registration.M. Heinrich, A. Bigalke, C. Großbröhmer, and L. Hansen. ICCV, page 7992-8002. IEEE, (2023)Construction of a multi-phase contrast computed tomography kidney atlas.H. Lee, Y. Tang, K. Xu, S. Bao, A. Fogo, R. Harris, M. de Caestecker, M. Heinrich, J. Spraggins, Y. Huo and 1 other author(s). Medical Imaging: Image Processing, volume 11596 of SPIE Proceedings, SPIE, (2021)Abstract: Advancing Large-scale Deformable 3D Registration with Differentiable Volumetric Rasterisation of Point Clouds - Chasing Clouds.M. Heinrich, A. Bigalke, C. Großbröhmer, and L. Hansen. Bildverarbeitung für die Medizin, page 101. Springer, (2024)Displacement Representation for Conditional Point Cloud Registration - HeatReg Applied to 2D/3D Freehand Ultrasound Reconstruction.L. Hansen, J. Lichtenstein, and M. Heinrich. Bildverarbeitung für die Medizin, page 39-45. Springer, (2024)DeepSTAPLE: Learning to Predict Multimodal Registration Quality for Unsupervised Domain Adaptation.C. Weihsbach, A. Bigalke, C. Kruse, H. Hempe, and M. Heinrich. WBIR, volume 13386 of Lecture Notes in Computer Science, page 37-46. Springer, (2022)

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Attention u-net: Learning where to look for the pancreas

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Attention u-net: Learning where to look for the pancreas