SOUP-GAN: Super-Resolution MRI Using Generative Adversarial Networks

por Zhang, Kuan, Hu, Haoji, Philbrick, Kenneth, Conte, Gian Marco, Sobek, Joseph D., Rouzrokh, Pouria, Erickson, Bradley J.
Publicado 2022

NEIM-02 DEVELOPMENT OF A DEEP LEARNING MODEL FOR DISCRIMINATING TRUE PROGRESSION FROM PSEUDOPROGRESSION IN GLIOBLASTOMA PATIENTS

por Moassefi, Mana, Faghani, Shahriar, Conte, Gian Marco, Rouzrokh, Pouria, Kowalchuk, Roman O, Trifiletti, Daniel, Erickson, BradleyJ
Publicado 2022

Immune and cellular damage biomarkers to predict COVID-19 mortality in hospitalized patients

por Lombardi, Carlo, Roca, Elena, Bigni, Barbara, Bertozzi, Bruno, Ferrandina, Camillo, Franzin, Alberto, Vivaldi, Oscar, Cottini, Marcello, D'Alessio, Andrea, Del Poggio, Paolo, Conte, Gian Marco, Berti, Alvise
Publicado 2021

Algebraic topology-based machine learning using MRI predicts outcomes in primary sclerosing cholangitis

por Singh, Yashbir, Jons, William A., Eaton, John E., Vesterhus, Mette, Karlsen, Tom, Bjoerk, Ida, Abildgaard, Andreas, Jorgensen, Kristin Kaasen, Folseraas, Trine, Little, Derek, Gulamhusein, Aliya F., Petrovic, Kosta, Negard, Anne, Conte, Gian Marco, Sobek, Joseph D., Jagtap, Jaidip, Venkatesh, Sudhakar K., Gores, Gregory J., LaRusso, Nicholas F., Lazaridis, Konstantinos N., Erickson, Bradley J.
Publicado 2022

Machine learning assisted DSC-MRI radiomics as a tool for glioma classification by grade and mutation status

por Sudre, Carole H., Panovska-Griffiths, Jasmina, Sanverdi, Eser, Brandner, Sebastian, Katsaros, Vasileios K., Stranjalis, George, Pizzini, Francesca B., Ghimenton, Claudio, Surlan-Popovic, Katarina, Avsenik, Jernej, Spampinato, Maria Vittoria, Nigro, Mario, Chatterjee, Arindam R., Attye, Arnaud, Grand, Sylvie, Krainik, Alexandre, Anzalone, Nicoletta, Conte, Gian Marco, Romeo, Valeria, Ugga, Lorenzo, Elefante, Andrea, Ciceri, Elisa Francesca, Guadagno, Elia, Kapsalaki, Eftychia, Roettger, Diana, Gonzalez, Javier, Boutelier, Timothé, Cardoso, M. Jorge, Bisdas, Sotirios
Publicado 2020

The Brain Tumor Segmentation (BraTS) Challenge 2023: Glioma Segmentation in Sub-Saharan Africa Patient Population (BraTS-Africa)

por Adewole, Maruf, Rudie, Jeffrey D., Gbdamosi, Anu, Toyobo, Oluyemisi, Raymond, Confidence, Zhang, Dong, Omidiji, Olubukola, Akinola, Rachel, Suwaid, Mohammad Abba, Emegoakor, Adaobi, Ojo, Nancy, Aguh, Kenneth, Kalaiwo, Chinasa, Babatunde, Gabriel, Ogunleye, Afolabi, Gbadamosi, Yewande, Iorpagher, Kator, Calabrese, Evan, Aboian, Mariam, Linguraru, Marius, Albrecht, Jake, Wiestler, Benedikt, Kofler, Florian, Janas, Anastasia, LaBella, Dominic, Kzerooni, Anahita Fathi, Li, Hongwei Bran, Iglesias, Juan Eugenio, Farahani, Keyvan, Eddy, James, Bergquist, Timothy, Chung, Verena, Shinohara, Russell Takeshi, Wiggins, Walter, Reitman, Zachary, Wang, Chunhao, Liu, Xinyang, Jiang, Zhifan, Familiar, Ariana, Van Leemput, Koen, Bukas, Christina, Piraud, Maire, Conte, Gian-Marco, Johansson, Elaine, Meier, Zeke, Menze, Bjoern H, Baid, Ujjwal, Bakas, Spyridon, Dako, Farouk, Fatade, Abiodun, Anazodo, Udunna C
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