VoxelMorph: A Learning Framework for Deformable Medical Image Registration von Balakrishnan, Guha, Zhao, Amy, Sabuncu, Mert R., Guttag, John, Dalca, Adrian V.

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Automated segmentation of the hypothalamus and associated subunits in brain MRI von Billot, Benjamin, Bocchetta, Martina, Todd, Emily, Dalca, Adrian V., Rohrer, Jonathan D., Iglesias, Juan Eugenio

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SynthStrip: skull-stripping for any brain image von Hoopes, Andrew, Mora, Jocelyn S., Dalca, Adrian V., Fischl, Bruce, Hoffmann, Malte

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Cortical surface registration using unsupervised learning von Cheng, Jieyu, Dalca, Adrian V., Fischl, Bruce, Zöllei, Lilla

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Mapping the subcortical connectivity of the human default mode network von Li, Jian, Curley, William H., Guerin, Bastien, Dougherty, Darin D., Dalca, Adrian V., Fischl, Bruce, Horn, Andreas, Edlow, Brian L.

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SHRiMP: accurate mapping of short color-space reads von Rumble, Stephen M, Lacroute, Phil, Dalca, Adrian V, Fiume, Marc, Sidow, Arend, Brudno, Michael

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A deep learning toolbox for automatic segmentation of subcortical limbic structures from MRI images von Greve, Douglas N., Billot, Benjamin, Cordero, Devani, Hoopes, Andrew, Hoffmann, Malte, Dalca, Adrian V., Fischl, Bruce, Iglesias, Juan Eugenio, Augustinack, Jean C.

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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis: 3rd International Workshop, UNSURE 2021, and 6... von Sudre, Carole H, Licandro, Roxane, Baumgartner, Christian, Melbourne, Andrew, Dalca, Adrian, Hutter, Jana, Tanno, Ryutaro, Abaci Turk, Esra, Van Leemput, Koen, Torrents Barrena, Jordina

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A robust and interpretable deep learning framework for multi-modal registration via keypoints von Wang, Alan Q., Yu, Evan M., Dalca, Adrian V., Sabuncu, Mert R.

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Deep-Learning-Based Optimization of the Under-Sampling Pattern in MRI von Bahadir, Cagla D., Wang, Alan Q., Dalca, Adrian V., Sabuncu, Mert R.

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Augmenting existing deterioration indices with chest radiographs to predict clinical deterioration von Mu, Emily, Jabbour, Sarah, Dalca, Adrian V, Guttag, John, Wiens, Jenna, Sjoding, Michael W

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Hyper-convolutions via implicit kernels for medical image analysis von Ma, Tianyu, Wang, Alan Q., Dalca, Adrian V., Sabuncu, Mert R.

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Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces von Dalca, Adrian V., Balakrishnan, Guha, Guttag, John, Sabuncu, Mert R.

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Reliability and sensitivity of two whole-brain segmentation approaches included in FreeSurfer – ASEG and SAMSEG von Sederevičius, Donatas, Vidal-Piñeiro, Didac, Sørensen, Øystein, van Leemput, Koen, Iglesias, Juan Eugenio, Dalca, Adrian V., Greve, Douglas N., Fischl, Bruce, Bjørnerud, Atle, Walhovd, Kristine B., Fjell, Anders M.

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Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration von Dalca, Adrian V., Balakrishnan, Guha, Guttag, John, Sabuncu, Mert R.

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SynthMorph: Learning Contrast-Invariant Registration Without Acquired Images von Hoffmann, Malte, Billot, Benjamin, Greve, Douglas N., Iglesias, Juan Eugenio, Fischl, Bruce, Dalca, Adrian V.

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SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining von Billot, Benjamin, Greve, Douglas N., Puonti, Oula, Thielscher, Axel, Van Leemput, Koen, Fischl, Bruce, Dalca, Adrian V., Iglesias, Juan Eugenio

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White matter hyperintensity burden in acute stroke patients differs by ischemic stroke subtype von Giese, Anne-Katrin, Schirmer, Markus D., Dalca, Adrian V., Sridharan, Ramesh, Donahue, Kathleen L., Nardin, Marco, Irie, Robert, McIntosh, Elissa C., Mocking, Steven J.T., Xu, Huichun, Cole, John W., Giralt-Steinhauer, Eva, Jimenez-Conde, Jordi, Jern, Christina, Kleindorfer, Dawn O., Lemmens, Robin, Wasselius, Johan, Lindgren, Arne, Rundek, Tatjana, Sacco, Ralph L., Schmidt, Reinhold, Sharma, Pankaj, Slowik, Agnieszka, Thijs, Vincent, Worrall, Bradford B., Woo, Daniel, Kittner, Steven J., McArdle, Patrick F., Mitchell, Braxton D., Rosand, Jonathan, Meschia, James F., Wu, Ona, Golland, Polina, Rost, Natalia S.

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Reconstructing Video of Time-Varying Sources From Radio Interferometric Measurements von Bouman, Katherine L., Johnson, Michael D., Dalca, Adrian V., Chael, Andrew A., Roelofs, Freek, Doeleman, Sheperd S., Freeman, William T.

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Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning von Hering, Alessa, Hansen, Lasse, Mok, Tony C. W., Chung, Albert C. S., Siebert, Hanna, Hager, Stephanie, Lange, Annkristin, Kuckertz, Sven, Heldmann, Stefan, Shao, Wei, Vesal, Sulaiman, Rusu, Mirabela, Sonn, Geoffrey, Estienne, Theo, Vakalopoulou, Maria, Han, Luyi, Huang, Yunzhi, Yap, Pew-Thian, Brudfors, Mikael, Balbastre, Yael, Joutard, Samuel, Modat, Marc, Lifshitz, Gal, Raviv, Dan, Lv, Jinxin, Li, Qiang, Jaouen, Vincent, Visvikis, Dimitris, Fourcade, Constance, Rubeaux, Mathieu, Pan, Wentao, Xu, Zhe, Jian, Bailiang, De Benetti, Francesca, Wodzinski, Marek, Gunnarsson, Niklas, Sjolund, Jens, Grzech, Daniel, Qiu, Huaqi, Li, Zeju, Thorley, Alexander, Duan, Jinming, Grosbrohmer, Christoph, Hoopes, Andrew, Reinertsen, Ingerid, Xiao, Yiming, Landman, Bennett, Huo, Yuankai, Murphy, Keelin, Lessmann, Nikolas, van Ginneken, Bram, Dalca, Adrian V., Heinrich, Mattias P.

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