{"paper":{"title":"The Brain Tumor Segmentation (BraTS-METS) Challenge 2023: Brain Metastasis Segmentation on Pre-treatment MRI","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["eess.IV"],"primary_cat":"q-bio.OT","authors_text":"Abdullah Mohamed Aly Nouh, Abdullah Okar, Abdul Rahman Tarabishy, Ahmed Abouelatta, Ahmed W. Moawad, Ajay Malhotra, Alejandro Aristizabal, Alexander Munteanu, Alexandra Frick, Alexandros Karargyris, Alexandru Dusoi, Alexis Crawley, Alida A. Postma, Aly H. Abayazeed, Amirreza Manteghinejad, Amit Mahajan, Amy Fong, Anahita Fathi Kazerooni, Anastasia Janas, Andreas Rauschecker, Anousheh Sayah, Anthony Kam, Anu Bansal, Aristeidis Sotiras, Arman Avesta, Athanasios Gkampenis, Atin Saha, Aya Mansour, Ayda Youssef, Ayman Nada, Aynur Azizova, Benedikt Wiestler, Benjamin Turner, Benjamin Yin Ming Kwan, Bjoern H Menze, Bojan Petrovic, Borna Roohani, Brent D. Weinberg, Chase Krumpelman, Christie M. Lincoln, Chunhao Wang, Cristina Besada, Daniel S. Marcus, Daniel Warren, David Joyner, David Weiss, Derek R. Johnson, Devon Godfrey, Divya Ramakrishnan, Dominic LaBella, E. Brooke Schrickel, Edvin Isufi, Elaine Johanson, Elka Miller, Eric D. Schwartz, Eric Rawie, Esther A. Nimchinsky, Evan Calabrese, Fabricio Feltrin, Fanny Moron, Farouk Dako, Fatima Hierro, Fatima Memon, Felix Corr, Fikadu Worede, Florian Kofler, Francesca Pappafava, Francesco Dellepiane, Frederik Barkhof, Gabriel Cassinelli Pedersen, Gagandeep Singh, George K. Vilanilam, Gerard Thompson, Gianluca Brugnara, Gian Marco Conte, Gloria J. Guzman Perez-Carillo, Harrison Moy, Hasan Kassem, Hesham Elhalawani, Hongwei Bran Li, Ichiro Ikuta, Ioannis Koukoulithras, Irada Pfluger, Islam H. Shawali, Ivan Ezhov, Jaeyoung Cho, Jaime Gass, Jake Albrecht, James Eddy, Jan Bukatz, Jan Lost, Jason Druzgal, Javier Villanueva-Meyer, Jeffrey D. Rudie, Jeroen Bisschop, Jewels Valerie, Jim Chen, Jonathan Thacker, Juan E. Small, Juan Eugenio Iglesias, Justin Cramer, Katharina Kersting, Katherine E. Link, Keyvan Farahani, Khaled Bousabarah, Khanak K. Nandolia, Kholod Ashraf, Kiril Krantchev, Klara Osenberg, Klara Willms, Koen Van Leemput, Kuang-chun Jim Hsieh, Laura Kida, Laura M. Sanchez-Garcia, Laurent Letourneau-Guillon, Lei Wu, Leon Jekel, Lillian Lai, Lisa Deptula, Luca Pasquini, Luciano Farage, Mahsa Taherzadeh, Maire McHugh, Malte Westerhoff, Mana Moassefi, Manoj Tanwar, Manpreet Kaur, Marcela Marsiglia, Marc von Reppert, Maria Correia de Verdier, Mariam Aboian, Marie Piraud, Marius George Linguraru, Markand D. Patel, Mark Krycia, Mark McArthur, Mark S. Shiroishi, Martha Foltyn-Dumitru, Martin Bendszus, Maruf Adewole, Mate E. Maros, Matthew L. White, Melanie Maria Theresa Bruseler, Micah Sheller, Michael Iv, MingDe Lin, Moamen M. Asla, Mohamed Badawy, Mohamed Ghonim, Mohanad Ghonim, Mostafa Alnoury, Muhammad Ammar Haider, Nader Ashraf, Nastaran Khalili, Nazanin Maleki, Neil U. Lall, Nicolo Gennaro, Nico Sollmann, Niklas Tillmans, Nikolay Yordanov, Nima Broomand Lomer, Nourel Hoda Tahon, Oleg Teytelboym, Olivia McDonnell, Ozkan Ozsarlak, Pamela Lamontagne, Pascal Fehringer, Petra Cimflova, Philipp Lohmann, Philipp Vollmuth, Pokhraj P. Suthar, Rachit Saluja, Raisa Amiruddin, Rasmus Holmboe Dahl, R. Ian Gray, Robert Shih, Robert Young, Rui Duarte Armindo, Russell Takeshi Shinohara, Ruxandra-Catrinel Maria-Zamfirescu, Ryan Maresca, Sadeq Sabouhi, Samah Mostafa Morsi, Samantha Petrucci, Sammy Chu, Sanaria Al-Rubaiey, Sanjay Aneja, Sarah Maria Jacobs, Sarah Merkaj, Sara Yousry, Sarthak Pati, Satrajit Chakrabarty, Satya Narayana Patro, Saurabh Rohatgi, Scott Floyd, Scott Raymond, Sebastiano Vacca, Sedat G. Kandemirli, Shahriar Faghani, Sofia Kollia, Spyridon Bakas, Steve H. Fung, Syed Muhammad Anwar, Syed Raza Naqvi, Talissa Altes, Tasneem Elakhdar, Theodora Soumala, Tiffany Y. So, Timothy Bergquist, Udunna Anazodo, Ujjwal Baid, Umber Shafique, Uresh Patel, Vahe M. Zohrabian, Vaibhav Gulati, Verena Chung, Veronica Chiang, Victor M. Perez-Garcia, Walter Wiggins, Wolfgang Holler, Wondwossen Lerebo, Xiao Li, Xinyang Liu, Yalda Nikanpour, Yasaman Sharifi, Yaseen Dhemesh, Yohana Sarahi Mateo-Camacho, Yuri S. Velichko, Zachary Reitman, Zeke Meier, Zhifan Jiang, Zoe Shaked","submitted_at":"2023-06-01T16:00:41Z","abstract_excerpt":"The translation of AI-generated brain metastases (BM) segmentation into clinical practice relies heavily on diverse, high-quality annotated medical imaging datasets. The BraTS-METS 2023 challenge has gained momentum for testing and benchmarking algorithms using rigorously annotated internationally compiled real-world datasets. This study presents the results of the segmentation challenge and characterizes the challenging cases that impacted the performance of the winning algorithms. Untreated brain metastases on standard anatomic MRI sequences (T1, T2, FLAIR, T1PG) from eight contributed inter"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2306.00838","kind":"arxiv","version":3},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2306.00838/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"}