Optimal Statistical Incorporation of Independent Feature Stability Information into Radiomics Studies

por Götz, Michael, Maier-Hein, Klaus H.
Publicado 2020

Early Brain Loss in Circuits Affected by Alzheimer’s Disease is Predicted by Fornix Microstructure but may be Independent of Gray Matter

por Fletcher, Evan, Carmichael, Owen, Pasternak, Ofer, Maier-Hein, Klaus H., DeCarli, Charles
Publicado 2014

Bildverarbeitung für die Medizin 2020: Algorithmen - Aysteme - Anwendungen Proceedings des Workshops vom 15 bis 17 märz 2020 in Berlin

por Tolxdorff, Thomas, Deserno, Thomas M, Handels, Heinz, Maier, Andreas, Maier-Hein, Klaus H, Palm, Christoph
Publicado 2020

Adapting Bidirectional Encoder Representations from Transformers (BERT) to Assess Clinical Semantic Textual Similarity: Algorithm Development and Validation Study

por Kades, Klaus, Sellner, Jan, Koehler, Gregor, Full, Peter M, Lai, T Y Emmy, Kleesiek, Jens, Maier-Hein, Klaus H
Publicado 2021

Mask-Adapted Background Field Removal for Artifact Reduction in Quantitative Susceptibility Mapping of the Prostate

por Straub, Sina, Emmerich, Julian, Schlemmer, Heinz-Peter, Maier-Hein, Klaus H., Ladd, Mark E., Röthke, Matthias C., Bonekamp, David, Laun, Frederik B.
Publicado 2017

Simulated clinical deployment of fully automatic deep learning for clinical prostate MRI assessment

por Schelb, Patrick, Wang, Xianfeng, Radtke, Jan Philipp, Wiesenfarth, Manuel, Kickingereder, Philipp, Stenzinger, Albrecht, Hohenfellner, Markus, Schlemmer, Heinz-Peter, Maier-Hein, Klaus H., Bonekamp, David
Publicado 2020

Application of a validated prostate MRI deep learning system to independent same-vendor multi-institutional data: demonstration of transferability

por Netzer, Nils, Eith, Carolin, Bethge, Oliver, Hielscher, Thomas, Schwab, Constantin, Stenzinger, Albrecht, Gnirs, Regula, Schlemmer, Heinz-Peter, Maier-Hein, Klaus H., Schimmöller, Lars, Bonekamp, David
Publicado 2023

Early Detection of Malignant Transformation in Resected WHO II Low-Grade Glioma Using Diffusion Tensor-Derived Quantitative Measures

por Freitag, Martin T., Maier-Hein, Klaus H., Binczyk, Francisczek, Laun, Frederik B., Weber, Christian, Bonekamp, David, Tarnawski, Rafal, Bobek-Billewicz, Barbara, Polanska, Joanna, Majchrzak, Henryk, Stieltjes, Bram
Publicado 2016

Automated brain extraction of multisequence MRI using artificial neural networks

por Isensee, Fabian, Schell, Marianne, Pflueger, Irada, Brugnara, Gianluca, Bonekamp, David, Neuberger, Ulf, Wick, Antje, Schlemmer, Heinz‐Peter, Heiland, Sabine, Wick, Wolfgang, Bendszus, Martin, Maier‐Hein, Klaus H., Kickingereder, Philipp
Publicado 2019

Automated detection and quantification of brain metastases on clinical MRI data using artificial neural networks

por Pflüger, Irada, Wald, Tassilo, Isensee, Fabian, Schell, Marianne, Meredig, Hagen, Schlamp, Kai, Bernhardt, Denise, Brugnara, Gianluca, Heußel, Claus Peter, Debus, Juergen, Wick, Wolfgang, Bendszus, Martin, Maier-Hein, Klaus H, Vollmuth, Philipp
Publicado 2022

Addressing image misalignments in multi-parametric prostate MRI for enhanced computer-aided diagnosis of prostate cancer

por Kovacs, Balint, Netzer, Nils, Baumgartner, Michael, Schrader, Adrian, Isensee, Fabian, Weißer, Cedric, Wolf, Ivo, Görtz, Magdalena, Jaeger, Paul F., Schütz, Victoria, Floca, Ralf, Gnirs, Regula, Stenzinger, Albrecht, Hohenfellner, Markus, Schlemmer, Heinz-Peter, Bonekamp, David, Maier-Hein, Klaus H.
Publicado 2023

Analysis of volume and topography of adipose tissue in the trunk: Results of MRI of 11,141 participants in the German National Cohort

por Haueise, Tobias, Schick, Fritz, Stefan, Norbert, Schlett, Christopher L., Weiss, Jakob B., Nattenmüller, Johanna, Göbel-Guéniot, Katharina, Norajitra, Tobias, Nonnenmacher, Tobias, Kauczor, Hans-Ulrich, Maier-Hein, Klaus H., Niendorf, Thoralf, Pischon, Tobias, Jöckel, Karl-Heinz, Umutlu, Lale, Peters, Annette, Rospleszcz, Susanne, Kröncke, Thomas, Hosten, Norbert, Völzke, Henry, Krist, Lilian, Willich, Stefan N., Bamberg, Fabian, Machann, Juergen
Publicado 2023

Rapid Artificial Intelligence Solutions in a Pandemic - The COVID-19-20 Lung CT Lesion Segmentation Challenge

por Roth, Holger R., Xu, Ziyue, Diez, Carlos Tor, Jacob, Ramon Sanchez, Zember, Jonathan, Molto, Jose, Li, Wenqi, Xu, Sheng, Turkbey, Baris, Turkbey, Evrim, Yang, Dong, Harouni, Ahmed, Rieke, Nicola, Hu, Shishuai, Isensee, Fabian, Tang, Claire, Yu, Qinji, Sölter, Jan, Zheng, Tong, Liauchuk, Vitali, Zhou, Ziqi, Moltz, Jan Hendrik, Oliveira, Bruno, Xia, Yong, Maier-Hein, Klaus H., Li, Qikai, Husch, Andreas, Zhang, Luyang, Kovalev, Vassili, Kang, Li, Hering, Alessa, Vilaça, João L., Flores, Mona, Xu, Daguang, Wood, Bradford, Linguraru, Marius George
Publicado 2021

Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge

por Roth, Holger R., Xu, Ziyue, Tor-Díez, Carlos, Sanchez Jacob, Ramon, Zember, Jonathan, Molto, Jose, Li, Wenqi, Xu, Sheng, Turkbey, Baris, Turkbey, Evrim, Yang, Dong, Harouni, Ahmed, Rieke, Nicola, Hu, Shishuai, Isensee, Fabian, Tang, Claire, Yu, Qinji, Sölter, Jan, Zheng, Tong, Liauchuk, Vitali, Zhou, Ziqi, Moltz, Jan Hendrik, Oliveira, Bruno, Xia, Yong, Maier-Hein, Klaus H., Li, Qikai, Husch, Andreas, Zhang, Luyang, Kovalev, Vassili, Kang, Li, Hering, Alessa, Vilaça, João L., Flores, Mona, Xu, Daguang, Wood, Bradford, Linguraru, Marius George
Publicado 2022

The Cell Tracking Challenge: 10 years of objective benchmarking

por Maška, Martin, Ulman, Vladimír, Delgado-Rodriguez, Pablo, Gómez-de-Mariscal, Estibaliz, Nečasová, Tereza, Guerrero Peña, Fidel A., Ren, Tsang Ing, Meyerowitz, Elliot M., Scherr, Tim, Löffler, Katharina, Mikut, Ralf, Guo, Tianqi, Wang, Yin, Allebach, Jan P., Bao, Rina, Al-Shakarji, Noor M., Rahmon, Gani, Toubal, Imad Eddine, Palaniappan, Kannappan, Lux, Filip, Matula, Petr, Sugawara, Ko, Magnusson, Klas E. G., Aho, Layton, Cohen, Andrew R., Arbelle, Assaf, Ben-Haim, Tal, Raviv, Tammy Riklin, Isensee, Fabian, Jäger, Paul F., Maier-Hein, Klaus H., Zhu, Yanming, Ederra, Cristina, Urbiola, Ainhoa, Meijering, Erik, Cunha, Alexandre, Muñoz-Barrutia, Arrate, Kozubek, Michal, Ortiz-de-Solórzano, Carlos
Publicado 2023

The challenge of mapping the human connectome based on diffusion tractography

por Maier-Hein, Klaus H., Neher, Peter F., Houde, Jean-Christophe, Côté, Marc-Alexandre, Garyfallidis, Eleftherios, Zhong, Jidan, Chamberland, Maxime, Yeh, Fang-Cheng, Lin, Ying-Chia, Ji, Qing, Reddick, Wilburn E., Glass, John O., Chen, David Qixiang, Feng, Yuanjing, Gao, Chengfeng, Wu, Ye, Ma, Jieyan, He, Renjie, Li, Qiang, Westin, Carl-Fredrik, Deslauriers-Gauthier, Samuel, González, J. Omar Ocegueda, Paquette, Michael, St-Jean, Samuel, Girard, Gabriel, Rheault, François, Sidhu, Jasmeen, Tax, Chantal M. W., Guo, Fenghua, Mesri, Hamed Y., Dávid, Szabolcs, Froeling, Martijn, Heemskerk, Anneriet M., Leemans, Alexander, Boré, Arnaud, Pinsard, Basile, Bedetti, Christophe, Desrosiers, Matthieu, Brambati, Simona, Doyon, Julien, Sarica, Alessia, Vasta, Roberta, Cerasa, Antonio, Quattrone, Aldo, Yeatman, Jason, Khan, Ali R., Hodges, Wes, Alexander, Simon, Romascano, David, Barakovic, Muhamed, Auría, Anna, Esteban, Oscar, Lemkaddem, Alia, Thiran, Jean-Philippe, Cetingul, H. Ertan, Odry, Benjamin L., Mailhe, Boris, Nadar, Mariappan S., Pizzagalli, Fabrizio, Prasad, Gautam, Villalon-Reina, Julio E., Galvis, Justin, Thompson, Paul M., Requejo, Francisco De Santiago, Laguna, Pedro Luque, Lacerda, Luis Miguel, Barrett, Rachel, Dell’Acqua, Flavio, Catani, Marco, Petit, Laurent, Caruyer, Emmanuel, Daducci, Alessandro, Dyrby, Tim B., Holland-Letz, Tim, Hilgetag, Claus C., Stieltjes, Bram, Descoteaux, Maxime
Publicado 2017

Author Correction: The challenge of mapping the human connectome based on diffusion tractography

por Maier-Hein, Klaus H., Neher, Peter F., Houde, Jean-Christophe, Côté, Marc-Alexandre, Garyfallidis, Eleftherios, Zhong, Jidan, Chamberland, Maxime, Yeh, Fang-Cheng, Lin, Ying-Chia, Ji, Qing, Reddick, Wilburn E., Glass, John O., Chen, David Qixiang, Feng, Yuanjing, Gao, Chengfeng, Wu, Ye, Ma, Jieyan, He, Renjie, Li, Qiang, Westin, Carl-Fredrik, Deslauriers-Gauthier, Samuel, González, J. Omar Ocegueda, Paquette, Michael, St-Jean, Samuel, Girard, Gabriel, Rheault, François, Sidhu, Jasmeen, Tax, Chantal M. W., Guo, Fenghua, Mesri, Hamed Y., Dávid, Szabolcs, Froeling, Martijn, Heemskerk, Anneriet M., Leemans, Alexander, Boré, Arnaud, Pinsard, Basile, Bedetti, Christophe, Desrosiers, Matthieu, Brambati, Simona, Doyon, Julien, Sarica, Alessia, Vasta, Roberta, Cerasa, Antonio, Quattrone, Aldo, Yeatman, Jason, Khan, Ali R., Hodges, Wes, Alexander, Simon, Romascano, David, Barakovic, Muhamed, Auría, Anna, Esteban, Oscar, Lemkaddem, Alia, Thiran, Jean-Philippe, Cetingul, H. Ertan, Odry, Benjamin L., Mailhe, Boris, Nadar, Mariappan S., Pizzagalli, Fabrizio, Prasad, Gautam, Villalon-Reina, Julio E., Galvis, Justin, Thompson, Paul M., De Santiago Requejo, Francisco, Laguna, Pedro Luque, Lacerda, Luis Miguel, Barrett, Rachel, Dell’Acqua, Flavio, Catani, Marco, Petit, Laurent, Caruyer, Emmanuel, Daducci, Alessandro, Dyrby, Tim B., Holland-Letz, Tim, Hilgetag, Claus C., Stieltjes, Bram, Descoteaux, Maxime
Publicado 2019

Framework and baseline examination of the German National Cohort (NAKO)

por Peters, Annette, Peters, Annette, Greiser, Karin Halina, Göttlicher, Susanne, Ahrens, Wolfgang, Albrecht, Maren, Bamberg, Fabian, Bärnighausen, Till, Becher, Heiko, Berger, Klaus, Beule, Achim, Boeing, Heiner, Bohn, Barbara, Bohnert, Kerstin, Braun, Bettina, Brenner, Hermann, Bülow, Robin, Castell, Stefanie, Damms-Machado, Antje, Dörr, Marcus, Ebert, Nina, Ecker, Margit, Emmel, Carina, Fischer, Beate, Franzke, Claus-Werner, Gastell, Sylvia, Giani, Guido, Günther, Matthias, Günther, Kathrin, Günther, Klaus-Peter, Haerting, Johannes, Haug, Ulrike, Heid, Iris M., Heier, Margit, Heinemeyer, Diana, Hendel, Thomas, Herbolsheimer, Florian, Hirsch, Jochen, Hoffmann, Wolfgang, Holleczek, Bernd, Hölling, Heike, Hörlein, Andreas, Jöckel, Karl-Heinz, Kaaks, Rudolf, Karch, André, Karrasch, Stefan, Kartschmit, Nadja, Kauczor, Hans-Ulrich, Keil, Thomas, Kemmling, Yvonne, Klee, Bianca, Klüppelholz, Birgit, Kluttig, Alexander, Kofink, Lisa, Köttgen, Anna, Kraft, Daniel, Krause, Gérard, Kretz, Lisa, Krist, Lilian, Kühnisch, Jan, Kuß, Oliver, Legath, Nicole, Lehnich, Anna-Therese, Leitzmann, Michael, Lieb, Wolfgang, Linseisen, Jakob, Loeffler, Markus, Macdonald, Anke, Maier-Hein, Klaus H., Mangold, Nina, Meinke-Franze, Claudia, Meisinger, Christa, Melzer, Juliane, Mergarten, Björn, Michels, Karin B., Mikolajczyk, Rafael, Moebus, Susanne, Mueller, Ulrich, Nauck, Matthias, Niendorf, Thoralf, Nikolaou, Konstantin, Obi, Nadia, Ostrzinski, Stefan, Panreck, Leo, Pigeot, Iris, Pischon, Tobias, Pschibul-Thamm, Irene, Rathmann, Wolfgang, Reineke, Achim, Roloff, Stefanie, Rujescu, Dan, Rupf, Stefan, Sander, Oliver, Schikowski, Tamara, Schipf, Sabine, Schirmacher, Peter, Schlett, Christopher L., Schmidt, Börge, Schmidt, Georg, Schmidt, Martin, Schöne, Gina, Schulz, Holger, Schulze, Matthias B., Schweig, Alexandra, Sedlmeier, Anja M., Selder, Sonja, Six-Merker, Julia, Sowade, Ramona, Stang, Andreas, Stegle, Oliver, Steindorf, Karen, Stübs, Gunthard, Swart, Enno, Teismann, Henning, Thiele, Inke, Thierry, Sigrid, Ueffing, Marius, Völzke, Henry, Waniek, Sabina, Weber, Andrea, Werner, Nicole, Wichmann, H.-Erich, Willich, Stefan N., Wirkner, Kerstin, Wolf, Kathrin, Wolff, Robert, Zeeb, Hajo, Zinkhan, Melanie, Zschocke, Johannes
Publicado 2022