Mapping patterns of long-term settlement in Northern Mesopotamia at a large scale von Menze, Bjoern H, Ur, Jason A

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A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data von Menze, Bjoern H, Kelm, B Michael, Masuch, Ralf, Himmelreich, Uwe, Bachert, Peter, Petrich, Wolfgang, Hamprecht, Fred A

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Deep learning-enabled multi-organ segmentation in whole-body mouse scans von Schoppe, Oliver, Pan, Chenchen, Coronel, Javier, Mai, Hongcheng, Rong, Zhouyi, Todorov, Mihail Ivilinov, Müskes, Annemarie, Navarro, Fernando, Li, Hongwei, Ertürk, Ali, Menze, Bjoern H.

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A new protocol for multispecies bacterial infections in zebrafish and their monitoring through automated image analysis von Schmitz, Désirée A, Wechsler, Tobias, Li, Hongwei Bran, Menze, Bjoern H, Kümmerli, Rolf

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Spatial decision forests for MS lesion segmentation in multi-channel magnetic resonance images von Geremia, Ezequiel, Clatz, Olivier, Menze, Bjoern H., Konukoglu, Ender, Criminisi, Antonio, Ayache, Nicholas

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Treatment-Resistant Bipolar Depression: A Randomized Controlled Trial of Electroconvulsive Therapy Versus Algorithm-Based Pharmacological Treatment von Schoeyen, Helle K., Kessler, Ute, Andreassen, Ole A., Auestad, Bjoern H., Bergsholm, Per, Malt, Ulrik F., Morken, Gunnar, Oedegaard, Ketil J., Vaaler, Arne

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BraTS Toolkit: Translating BraTS Brain Tumor Segmentation Algorithms Into Clinical and Scientific Practice von Kofler, Florian, Berger, Christoph, Waldmannstetter, Diana, Lipkova, Jana, Ezhov, Ivan, Tetteh, Giles, Kirschke, Jan, Zimmer, Claus, Wiestler, Benedikt, Menze, Bjoern H

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Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks von Jimenez-del-Toro, Oscar, Muller, Henning, Krenn, Markus, Gruenberg, Katharina, Aziz Taha, Abdel, Winterstein, Marianne, Eggel, Ivan, Foncubierta-Rodriguez, Antonio, Goksel, Orcun, Jakab, Andras, Kontokotsios, Georgios, Langs, Georg, Menze, Bjoern H., Salas Fernandez, Tomas, Schaer, Roger, Walleyo, Anna, Weber, Marc-Andre, Dicente Cid, Yashin, Gass, Tobias, Heinrich, Mattias, Jia, Fucang, Kahl, Fredrik, Kechichian, Razmig, Mai, Dominic, Spanier, Assaf B., Vincent, Graham, Wang, Chunliang, Wyeth, Daniel, Hanbury, Allan

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Global localization of 3D anatomical structures by pre-filtered Hough Forests and discrete optimization von Donner, René, Menze, Bjoern H., Bischof, Horst, Langs, Georg

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Learning continuous shape priors from sparse data with neural implicit functions von Amiranashvili, Tamaz, Lüdke, David, Li, Hongwei Bran, Zachow, Stefan, Menze, Bjoern H.

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Joint 3-D vessel segmentation and centerline extraction using oblique Hough forests with steerable filters von Schneider, Matthias, Hirsch, Sven, Weber, Bruno, Székely, Gábor, Menze, Bjoern H.

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Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields von Christ, Patrick Ferdinand, Elshaer, Mohamed Ezzeldin A., Ettlinger, Florian, Tatavarty, Sunil, Bickel, Marc, Bilic, Patrick, Rempfler, Markus, Armbruster, Marco, Hofmann, Felix, D’Anastasi, Melvin, Sommer, Wieland H., Ahmadi, Seyed-Ahmad, Menze, Bjoern H.

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Diffusion tensor image features predict IDH genotype in newly diagnosed WHO grade II/III gliomas von Eichinger, Paul, Alberts, Esther, Delbridge, Claire, Trebeschi, Stefano, Valentinitsch, Alexander, Bette, Stefanie, Huber, Thomas, Gempt, Jens, Meyer, Bernhard, Schlegel, Juergen, Zimmer, Claus, Kirschke, Jan S., Menze, Bjoern H., Wiestler, Benedikt

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Shape-Aware Complementary-Task Learning for Multi-organ Segmentation von Navarro, Fernando, Shit, Suprosanna, Ezhov, Ivan, Paetzold, Johannes, Gafita, Andrei, Peeken, Jan C., Combs, Stephanie E., Menze, Bjoern H.

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A deep learning approach to predict collateral flow in stroke patients using radiomic features from perfusion images von Tetteh, Giles, Navarro, Fernando, Meier, Raphael, Kaesmacher, Johannes, Paetzold, Johannes C, Kirschke, Jan S, Zimmer, Claus, Wiest, Roland, Menze, Bjoern H

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Deep learning derived tumor infiltration maps for personalized target definition in Glioblastoma radiotherapy von Peeken, Jan C, Molina-Romero, Miguel, Diehl, Christian, Menze, Bjoern H, Straube, Christoph, Meyer, Bernhard, Zimmer, Claus, Wiestler, Benedikt, Combs, Stephanie E

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Rapid three-dimensional multiparametric MRI with quantitative transient-state imaging von Gómez, Pedro A., Cencini, Matteo, Golbabaee, Mohammad, Schulte, Rolf F., Pirkl, Carolin, Horvath, Izabela, Fallo, Giada, Peretti, Luca, Tosetti, Michela, Menze, Bjoern H., Buonincontri, Guido

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ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI von Maier, Oskar, Menze, Bjoern H., von der Gablentz, Janina, Häni, Levin, Heinrich, Mattias P., Liebrand, Matthias, Winzeck, Stefan, Basit, Abdul, Bentley, Paul, Chen, Liang, Christiaens, Daan, Dutil, Francis, Egger, Karl, Feng, Chaolu, Glocker, Ben, Götz, Michael, Haeck, Tom, Halme, Hanna-Leena, Havaei, Mohammad, Iftekharuddin, Khan M., Jodoin, Pierre-Marc, Kamnitsas, Konstantinos, Kellner, Elias, Korvenoja, Antti, Larochelle, Hugo, Ledig, Christian, Lee, Jia-Hong, Maes, Frederik, Mahmood, Qaiser, Maier-Hein, Klaus H., McKinley, Richard, Muschelli, John, Pal, Chris, Pei, Linmin, Rangarajan, Janaki Raman, Reza, Syed M.S., Robben, David, Rueckert, Daniel, Salli, Eero, Suetens, Paul, Wang, Ching-Wei, Wilms, Matthias, Kirschke, Jan S., Krämer, Ulrike M., Münte, Thomas F., Schramm, Peter, Wiest, Roland, Handels, Heinz, Reyes, Mauricio

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Tracing cell lineages in videos of lens-free microscopy von Rempfler, Markus, Stierle, Valentin, Ditzel, Konstantin, Kumar, Sanjeev, Paulitschke, Philipp, Andres, Bjoern, Menze, Bjoern H.

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Functional imaging of the human dopaminergic midbrain von Düzel, Emrah, Bunzeck, Nico, Guitart-Masip, Marc, Wittmann, Bianca, Schott, Bjoern H, Tobler, Philippe N

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