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Mitosis domain generalization in histopathology images - The MIDOG challenge.
Aubreville M, Stathonikos N, Bertram CA, Klopfleisch R, Ter Hoeve N, Ciompi F, Wilm F, Marzahl C, Donovan TA, Maier A, Breen J, Ravikumar N, Chung Y, Park J, Nateghi R, Pourakpour F, Fick RHJ, Ben Hadj S, Jahanifar M, Shephard A, Dexl J, Wittenberg T, Kondo S, Lafarge MW, Koelzer VH, Liang J, Wang Y, Long X, Liu J, Razavi S, Khademi A, Yang S, Wang X, Erber R, Klang A, Lipnik K, Bolfa P, Dark MJ, Wasinger G, Veta M, Breininger K. Aubreville M, et al. Among authors: kondo s. Med Image Anal. 2023 Feb;84:102699. doi: 10.1016/j.media.2022.102699. Epub 2022 Nov 23. Med Image Anal. 2023. PMID: 36463832 Free article.
Assessment of algorithms for mitosis detection in breast cancer histopathology images.
Veta M, van Diest PJ, Willems SM, Wang H, Madabhushi A, Cruz-Roa A, Gonzalez F, Larsen AB, Vestergaard JS, Dahl AB, Cireşan DC, Schmidhuber J, Giusti A, Gambardella LM, Tek FB, Walter T, Wang CW, Kondo S, Matuszewski BJ, Precioso F, Snell V, Kittler J, de Campos TE, Khan AM, Rajpoot NM, Arkoumani E, Lacle MM, Viergever MA, Pluim JP. Veta M, et al. Among authors: kondo s. Med Image Anal. 2015 Feb;20(1):237-48. doi: 10.1016/j.media.2014.11.010. Epub 2014 Nov 29. Med Image Anal. 2015. PMID: 25547073 Free article.
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation.
Dorent R, Kujawa A, Ivory M, Bakas S, Rieke N, Joutard S, Glocker B, Cardoso J, Modat M, Batmanghelich K, Belkov A, Calisto MB, Choi JW, Dawant BM, Dong H, Escalera S, Fan Y, Hansen L, Heinrich MP, Joshi S, Kashtanova V, Kim HG, Kondo S, Kruse CN, Lai-Yuen SK, Li H, Liu H, Ly B, Oguz I, Shin H, Shirokikh B, Su Z, Wang G, Wu J, Xu Y, Yao K, Zhang L, Ourselin S, Shapey J, Vercauteren T. Dorent R, et al. Among authors: kondo s. Med Image Anal. 2023 Jan;83:102628. doi: 10.1016/j.media.2022.102628. Epub 2022 Sep 21. Med Image Anal. 2023. PMID: 36283200 Free PMC article.
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition.
Nwoye CI, Alapatt D, Yu T, Vardazaryan A, Xia F, Zhao Z, Xia T, Jia F, Yang Y, Wang H, Yu D, Zheng G, Duan X, Getty N, Sanchez-Matilla R, Robu M, Zhang L, Chen H, Wang J, Wang L, Zhang B, Gerats B, Raviteja S, Sathish R, Tao R, Kondo S, Pang W, Ren H, Abbing JR, Sarhan MH, Bodenstedt S, Bhasker N, Oliveira B, Torres HR, Ling L, Gaida F, Czempiel T, Vilaça JL, Morais P, Fonseca J, Egging RM, Wijma IN, Qian C, Bian G, Li Z, Balasubramanian V, Sheet D, Luengo I, Zhu Y, Ding S, Aschenbrenner JA, van der Kar NE, Xu M, Islam M, Seenivasan L, Jenke A, Stoyanov D, Mutter D, Mascagni P, Seeliger B, Gonzalez C, Padoy N. Nwoye CI, et al. Among authors: kondo s. Med Image Anal. 2023 May;86:102803. doi: 10.1016/j.media.2023.102803. Epub 2023 Mar 27. Med Image Anal. 2023. PMID: 37004378
Domain generalization across tumor types, laboratories, and species - Insights from the 2022 edition of the Mitosis Domain Generalization Challenge.
Aubreville M, Stathonikos N, Donovan TA, Klopfleisch R, Ammeling J, Ganz J, Wilm F, Veta M, Jabari S, Eckstein M, Annuscheit J, Krumnow C, Bozaba E, Çayır S, Gu H, Chen X', Jahanifar M, Shephard A, Kondo S, Kasai S, Kotte S, Saipradeep VG, Lafarge MW, Koelzer VH, Wang Z, Zhang Y, Yang S, Wang X, Breininger K, Bertram CA. Aubreville M, et al. Among authors: kondo s. Med Image Anal. 2024 May;94:103155. doi: 10.1016/j.media.2024.103155. Epub 2024 Mar 22. Med Image Anal. 2024. PMID: 38537415 Free article.
CATARACTS: Challenge on automatic tool annotation for cataRACT surgery.
Al Hajj H, Lamard M, Conze PH, Roychowdhury S, Hu X, Maršalkaitė G, Zisimopoulos O, Dedmari MA, Zhao F, Prellberg J, Sahu M, Galdran A, Araújo T, Vo DM, Panda C, Dahiya N, Kondo S, Bian Z, Vahdat A, Bialopetravičius J, Flouty E, Qiu C, Dill S, Mukhopadhyay A, Costa P, Aresta G, Ramamurthy S, Lee SW, Campilho A, Zachow S, Xia S, Conjeti S, Stoyanov D, Armaitis J, Heng PA, Macready WG, Cochener B, Quellec G. Al Hajj H, et al. Among authors: kondo s. Med Image Anal. 2019 Feb;52:24-41. doi: 10.1016/j.media.2018.11.008. Epub 2018 Nov 16. Med Image Anal. 2019. PMID: 30468970
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark.
Wagner M, Müller-Stich BP, Kisilenko A, Tran D, Heger P, Mündermann L, Lubotsky DM, Müller B, Davitashvili T, Capek M, Reinke A, Reid C, Yu T, Vardazaryan A, Nwoye CI, Padoy N, Liu X, Lee EJ, Disch C, Meine H, Xia T, Jia F, Kondo S, Reiter W, Jin Y, Long Y, Jiang M, Dou Q, Heng PA, Twick I, Kirtac K, Hosgor E, Bolmgren JL, Stenzel M, von Siemens B, Zhao L, Ge Z, Sun H, Xie D, Guo M, Liu D, Kenngott HG, Nickel F, Frankenberg MV, Mathis-Ullrich F, Kopp-Schneider A, Maier-Hein L, Speidel S, Bodenstedt S. Wagner M, et al. Among authors: kondo s. Med Image Anal. 2023 May;86:102770. doi: 10.1016/j.media.2023.102770. Epub 2023 Feb 21. Med Image Anal. 2023. PMID: 36889206 Free article.
CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection.
Nwoye CI, Yu T, Sharma S, Murali A, Alapatt D, Vardazaryan A, Yuan K, Hajek J, Reiter W, Yamlahi A, Smidt FH, Zou X, Zheng G, Oliveira B, Torres HR, Kondo S, Kasai S, Holm F, Özsoy E, Gui S, Li H, Raviteja S, Sathish R, Poudel P, Bhattarai B, Wang Z, Rui G, Schellenberg M, Vilaça JL, Czempiel T, Wang Z, Sheet D, Thapa SK, Berniker M, Godau P, Morais P, Regmi S, Tran TN, Fonseca J, Nölke JH, Lima E, Vazquez E, Maier-Hein L, Navab N, Mascagni P, Seeliger B, Gonzalez C, Mutter D, Padoy N. Nwoye CI, et al. Among authors: kondo s. Med Image Anal. 2023 Oct;89:102888. doi: 10.1016/j.media.2023.102888. Epub 2023 Jul 4. Med Image Anal. 2023. PMID: 37451133
MIcro-surgical anastomose workflow recognition challenge report.
Huaulmé A, Sarikaya D, Le Mut K, Despinoy F, Long Y, Dou Q, Chng CB, Lin W, Kondo S, Bravo-Sánchez L, Arbeláez P, Reiter W, Mitsuishi M, Harada K, Jannin P. Huaulmé A, et al. Among authors: kondo s. Comput Methods Programs Biomed. 2021 Nov;212:106452. doi: 10.1016/j.cmpb.2021.106452. Epub 2021 Oct 10. Comput Methods Programs Biomed. 2021. PMID: 34688174 Free article.
3,628 results