Providing AI expertise as an infrastructure in academia

por Piraud, Marie, Camero, Andrés, Götz, Markus, Kesselheim, Stefan, Steinbach, Peter, Weigel, Tobias
Publicado 2023

DeepVesselNet: Vessel Segmentation, Centerline Prediction, and Bifurcation Detection in 3-D Angiographic Volumes

por Tetteh, Giles, Efremov, Velizar, Forkert, Nils D., Schneider, Matthias, Kirschke, Jan, Weber, Bruno, Zimmer, Claus, Piraud, Marie, Menze, Björn H.
Publicado 2020

Automated Whole-Body Bone Lesion Detection for Multiple Myeloma on (68)Ga-Pentixafor PET/CT Imaging Using Deep Learning Methods

por Xu, Lina, Tetteh, Giles, Lipkova, Jana, Zhao, Yu, Li, Hongwei, Christ, Patrick, Piraud, Marie, Buck, Andreas, Shi, Kuangyu, Menze, Bjoern H.
Publicado 2018

Echo2Pheno: a deep-learning application to uncover echocardiographic phenotypes in conscious mice

por Bukas, Christina, Galter, Isabella, da Silva-Buttkus, Patricia, Fuchs, Helmut, Maier, Holger, Gailus-Durner, Valerie, Müller, Christian L., Hrabě de Angelis, Martin, Piraud, Marie, Spielmann, Nadine
Publicado 2023

Volumetry based biomarker speed of growth: Quantifying the change of total tumor volume in whole-body magnetic resonance imaging over time improves risk stratification of smolderin...

por Wennmann, Markus, Kintzelé, Laurent, Piraud, Marie, Menze, Bjoern H., Hielscher, Thomas, Hofmanninger, Johannes, Wagner, Barbara, Kauczor, Hans-Ulrich, Merz, Maximilian, Hillengass, Jens, Langs, Georg, Weber, Marc-André
Publicado 2018

Cytokine signaling converging on IL11 in ILD fibroblasts provokes aberrant epithelial differentiation signatures

por Kastlmeier, Miriam T., Gonzalez-Rodriguez, Erika, Cabanis, Phoebe, Guenther, Eva M., König, Ann-Christine, Han, Lianyong, Hauck, Stefanie M., See, Fenja, Asgharpour, Sara, Bukas, Christina, Burgstaller, Gerald, Piraud, Marie, Lehmann, Mareike, Hatz, Rudolf A., Behr, Jürgen, Stoeger, Tobias, Hilgendorff, Anne, Voss, Carola
Publicado 2023

The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn)

por Li, Hongwei Bran, Conte, Gian Marco, Anwar, Syed Muhammad, Kofler, Florian, Ezhov, Ivan, van Leemput, Koen, Piraud, Marie, Diaz, Maria, Cole, Byrone, Calabrese, Evan, Rudie, Jeff, Meissen, Felix, Adewole, Maruf, Janas, Anastasia, Kazerooni, Anahita Fathi, LaBella, Dominic, Moawad, Ahmed W., Farahani, Keyvan, Eddy, James, Bergquist, Timothy, Chung, Verena, Shinohara, Russell Takeshi, Dako, Farouk, Wiggins, Walter, Reitman, Zachary, Wang, Chunhao, Liu, Xinyang, Jiang, Zhifan, Familiar, Ariana, Johanson, Elaine, Meier, Zeke, Davatzikos, Christos, Freymann, John, Kirby, Justin, Bilello, Michel, Fathallah-Shaykh, Hassan M., Wiest, Roland, Kirschke, Jan, Colen, Rivka R., Kotrotsou, Aikaterini, Lamontagne, Pamela, Marcus, Daniel, Milchenko, Mikhail, Nazeri, Arash, Weber, Marc-André, Mahajan, Abhishek, Mohan, Suyash, Mongan, John, Hess, Christopher, Cha, Soonmee, Villanueva-Meyer, Javier, Colak, Errol, Crivellaro, Priscila, Jakab, Andras, Albrecht, Jake, Anazodo, Udunna, Aboian, Mariam, Yu, Thomas, Chung, Verena, Bergquist, Timothy, Eddy, James, Albrecht, Jake, Baid, Ujjwal, Bakas, Spyridon, Linguraru, Marius George, Menze, Bjoern, Iglesias, Juan Eugenio, Wiestler, Benedikt
Publicado 2023

The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)

por Kazerooni, Anahita Fathi, Khalili, Nastaran, Liu, Xinyang, Haldar, Debanjan, Jiang, Zhifan, Anwar, Syed Muhammed, Albrecht, Jake, Adewole, Maruf, Anazodo, Udunna, Anderson, Hannah, Bagheri, Sina, Baid, Ujjwal, Bergquist, Timothy, Borja, Austin J., Calabrese, Evan, Chung, Verena, Conte, Gian-Marco, Dako, Farouk, Eddy, James, Ezhov, Ivan, Familiar, Ariana, Farahani, Keyvan, Haldar, Shuvanjan, Iglesias, Juan Eugenio, Janas, Anastasia, Johansen, Elaine, Jones, Blaise V, Kofler, Florian, LaBella, Dominic, Lai, Hollie Anne, Van Leemput, Koen, Li, Hongwei Bran, Maleki, Nazanin, McAllister, Aaron S, Meier, Zeke, Menze, Bjoern, Moawad, Ahmed W, Nandolia, Khanak K, Pavaine, Julija, Piraud, Marie, Poussaint, Tina, Prabhu, Sanjay P, Reitman, Zachary, Rodriguez, Andres, Rudie, Jeffrey D, Shaikh, Ibraheem Salman, Shah, Lubdha M., Sheth, Nakul, Shinohara, Russel Taki, Tu, Wenxin, Viswanathan, Karthik, Wang, Chunhao, Ware, Jeffrey B, Wiestler, Benedikt, Wiggins, Walter, Anna Zapaishchykova, Aboian, Mariam, Bornhorst, Miriam, de Blank, Peter, Deutsch, Michelle, Fouladi, Maryam, Hoffman, Lindsey, Kann, Benjamin, Lazow, Margot, Mikael, Leonie, Nabavizadeh, Ali, Packer, Roger, Resnick, Adam, Rood, Brian, Vossough, Arastoo, Bakas, Spyridon, Linguraru, Marius George
Publicado 2023

The Brain Tumor Segmentation (BraTS-METS) Challenge 2023: Brain Metastasis Segmentation on Pre-treatment MRI

por Moawad, Ahmed W., Janas, Anastasia, Baid, Ujjwal, Ramakrishnan, Divya, Jekel, Leon, Krantchev, Kiril, Moy, Harrison, Saluja, Rachit, Osenberg, Klara, Wilms, Klara, Kaur, Manpreet, Avesta, Arman, Pedersen, Gabriel Cassinelli, Maleki, Nazanin, Salimi, Mahdi, Merkaj, Sarah, von Reppert, Marc, Tillmans, Niklas, Lost, Jan, Bousabarah, Khaled, Holler, Wolfgang, Lin, MingDe, Westerhoff, Malte, Maresca, Ryan, Link, Katherine E., Tahon, Nourel hoda, Marcus, Daniel, Sotiras, Aristeidis, LaMontagne, Pamela, Chakrabarty, Strajit, Teytelboym, Oleg, Youssef, Ayda, Nada, Ayaman, Velichko, Yuri S., Gennaro, Nicolo, Cramer, Justin, Johnson, Derek R., Kwan, Benjamin Y.M., Petrovic, Boyan, Patro, Satya N., Wu, Lei, So, Tiffany, Thompson, Gerry, Kam, Anthony, Perez-Carrillo, Gloria Guzman, Lall, Neil, Albrecht, Jake, Anazodo, Udunna, Lingaru, Marius George, Menze, Bjoern H, Wiestler, Benedikt, Adewole, Maruf, Anwar, Syed Muhammad, Labella, Dominic, Li, Hongwei Bran, Iglesias, Juan Eugenio, Farahani, Keyvan, Eddy, James, Bergquist, Timothy, Chung, Verena, Shinohara, Russel Takeshi, Dako, Farouk, Wiggins, Walter, Reitman, Zachary, Wang, Chunhao, Liu, Xinyang, Jiang, Zhifan, Van Leemput, Koen, Piraud, Marie, Ezhov, Ivan, Johanson, Elaine, Meier, Zeke, Familiar, Ariana, Kazerooni, Anahita Fathi, Kofler, Florian, Calabrese, Evan, Aneja, Sanjay, Chiang, Veronica, Ikuta, Ichiro, Shafique, Umber, Memon, Fatima, Conte, Gian Marco, Bakas, Spyridon, Rudie, Jeffrey, Aboian, Mariam
Publicado 2023

The Liver Tumor Segmentation Benchmark (LiTS)

por Bilic, Patrick, Christ, Patrick, Li, Hongwei Bran, Vorontsov, Eugene, Ben-Cohen, Avi, Kaissis, Georgios, Szeskin, Adi, Jacobs, Colin, Mamani, Gabriel Efrain Humpire, Chartrand, Gabriel, Lohöfer, Fabian, Holch, Julian Walter, Sommer, Wieland, Hofmann, Felix, Hostettler, Alexandre, Lev-Cohain, Naama, Drozdzal, Michal, Amitai, Michal Marianne, Vivanti, Refael, Sosna, Jacob, Ezhov, Ivan, Sekuboyina, Anjany, Navarro, Fernando, Kofler, Florian, Paetzold, Johannes C., Shit, Suprosanna, Hu, Xiaobin, Lipková, Jana, Rempfler, Markus, Piraud, Marie, Kirschke, Jan, Wiestler, Benedikt, Zhang, Zhiheng, Hülsemeyer, Christian, Beetz, Marcel, Ettlinger, Florian, Antonelli, Michela, Bae, Woong, Bellver, Míriam, Bi, Lei, Chen, Hao, Chlebus, Grzegorz, Dam, Erik B., Dou, Qi, Fu, Chi-Wing, Georgescu, Bogdan, Giró-i-Nieto, Xavier, Gruen, Felix, Han, Xu, Heng, Pheng-Ann, Hesser, Jürgen, Moltz, Jan Hendrik, Igel, Christian, Isensee, Fabian, Jäger, Paul, Jia, Fucang, Kaluva, Krishna Chaitanya, Khened, Mahendra, Kim, Ildoo, Kim, Jae-Hun, Kim, Sungwoong, Kohl, Simon, Konopczynski, Tomasz, Kori, Avinash, Krishnamurthi, Ganapathy, Li, Fan, Li, Hongchao, Li, Junbo, Li, Xiaomeng, Lowengrub, John, Ma, Jun, Maier-Hein, Klaus, Maninis, Kevis-Kokitsi, Meine, Hans, Merhof, Dorit, Pai, Akshay, Perslev, Mathias, Petersen, Jens, Pont-Tuset, Jordi, Qi, Jin, Qi, Xiaojuan, Rippel, Oliver, Roth, Karsten, Sarasua, Ignacio, Schenk, Andrea, Shen, Zengming, Torres, Jordi, Wachinger, Christian, Wang, Chunliang, Weninger, Leon, Wu, Jianrong, Xu, Daguang, Yang, Xiaoping, Yu, Simon Chun-Ho, Yuan, Yading, Yue, Miao, Zhang, Liping, Cardoso, Jorge, Bakas, Spyridon, Braren, Rickmer, Heinemann, Volker, Pal, Christopher, Tang, An, Kadoury, Samuel, Soler, Luc, van Ginneken, Bram, Greenspan, Hayit, Joskowicz, Leo, Menze, Bjoern
Publicado 2023