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Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge.
Campello VM, Gkontra P, Izquierdo C, Martin-Isla C, Sojoudi A, Full PM, Maier-Hein K, Zhang Y, He Z, Ma J, Parreno M, Albiol A, Kong F, Shadden SC, Acero JC, Sundaresan V, Saber M, Elattar M, Li H, Menze B, Khader F, Haarburger C, Scannell CM, Veta M, Carscadden A, Punithakumar K, Liu X, Tsaftaris SA, Huang X, Yang X, Li L, Zhuang X, Vilades D, Descalzo ML, Guala A, Mura L, Friedrich MG, Garg R, Lebel J, Henriques F, Karakas M, Cavus E, Petersen SE, Escalera S, Segui S, Rodriguez-Palomares JF, Lekadir K. Campello VM, et al. Among authors: ma j. IEEE Trans Med Imaging. 2021 Dec;40(12):3543-3554. doi: 10.1109/TMI.2021.3090082. Epub 2021 Nov 30. IEEE Trans Med Imaging. 2021. PMID: 34138702 Free article.
Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge.
Sun Y, Gao K, Wu Z, Li G, Zong X, Lei Z, Wei Y, Ma J, Yang X, Feng X, Zhao L, Le Phan T, Shin J, Zhong T, Zhang Y, Yu L, Li C, Basnet R, Ahmad MO, Swamy MNS, Ma W, Dou Q, Bui TD, Noguera CB, Landman B, Gotlib IH, Humphreys KL, Shultz S, Li L, Niu S, Lin W, Jewells V, Shen D, Li G, Wang L. Sun Y, et al. Among authors: ma w, ma j. IEEE Trans Med Imaging. 2021 May;40(5):1363-1376. doi: 10.1109/TMI.2021.3055428. Epub 2021 Apr 30. IEEE Trans Med Imaging. 2021. PMID: 33507867 Free PMC article. Review.
Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM challenge.
Timmins KM, van der Schaaf IC, Bennink E, Ruigrok YM, An X, Baumgartner M, Bourdon P, De Feo R, Noto TD, Dubost F, Fava-Sanches A, Feng X, Giroud C, Group I, Hu M, Jaeger PF, Kaiponen J, Klimont M, Li Y, Li H, Lin Y, Loehr T, Ma J, Maier-Hein KH, Marie G, Menze B, Richiardi J, Rjiba S, Shah D, Shit S, Tohka J, Urruty T, Walińska U, Yang X, Yang Y, Yin Y, Velthuis BK, Kuijf HJ. Timmins KM, et al. Among authors: ma j. Neuroimage. 2021 Sep;238:118216. doi: 10.1016/j.neuroimage.2021.118216. Epub 2021 May 27. Neuroimage. 2021. PMID: 34052465 Free article.
MyoPS: A benchmark of myocardial pathology segmentation combining three-sequence cardiac magnetic resonance images.
Li L, Wu F, Wang S, Luo X, Martín-Isla C, Zhai S, Zhang J, Liu Y, Zhang Z, Ankenbrand MJ, Jiang H, Zhang X, Wang L, Arega TW, Altunok E, Zhao Z, Li F, Ma J, Yang X, Puybareau E, Oksuz I, Bricq S, Li W, Punithakumar K, Tsaftaris SA, Schreiber LM, Yang M, Liu G, Xia Y, Wang G, Escalera S, Zhuang X. Li L, et al. Among authors: ma j. Med Image Anal. 2023 Jul;87:102808. doi: 10.1016/j.media.2023.102808. Epub 2023 Apr 4. Med Image Anal. 2023. PMID: 37087838
Unleashing the strengths of unlabelled data in deep learning-assisted pan-cancer abdominal organ quantification: the FLARE22 challenge.
Ma J, Zhang Y, Gu S, Ge C, Mae S, Young A, Zhu C, Yang X, Meng K, Huang Z, Zhang F, Pan Y, Huang S, Wang J, Sun M, Zhang R, Jia D, Choi JW, Alves N, de Wilde B, Koehler G, Lai H, Wang E, Wiesenfarth M, Zhu Q, Dong G, He J; FLARE Challenge Consortium; Wang B. Ma J, et al. Lancet Digit Health. 2024 Nov;6(11):e815-e826. doi: 10.1016/S2589-7500(24)00154-7. Lancet Digit Health. 2024. PMID: 39455194 Free article. Review.
The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 challenge.
Heller N, Isensee F, Maier-Hein KH, Hou X, Xie C, Li F, Nan Y, Mu G, Lin Z, Han M, Yao G, Gao Y, Zhang Y, Wang Y, Hou F, Yang J, Xiong G, Tian J, Zhong C, Ma J, Rickman J, Dean J, Stai B, Tejpaul R, Oestreich M, Blake P, Kaluzniak H, Raza S, Rosenberg J, Moore K, Walczak E, Rengel Z, Edgerton Z, Vasdev R, Peterson M, McSweeney S, Peterson S, Kalapara A, Sathianathen N, Papanikolopoulos N, Weight C. Heller N, et al. Among authors: ma j. Med Image Anal. 2021 Jan;67:101821. doi: 10.1016/j.media.2020.101821. Epub 2020 Oct 2. Med Image Anal. 2021. PMID: 33049579 Free PMC article.
AbdomenCT-1K: Is Abdominal Organ Segmentation a Solved Problem?
Ma J, Zhang Y, Gu S, Zhu C, Ge C, Zhang Y, An X, Wang C, Wang Q, Liu X, Cao S, Zhang Q, Liu S, Wang Y, Li Y, He J, Yang X. Ma J, et al. IEEE Trans Pattern Anal Mach Intell. 2022 Oct;44(10):6695-6714. doi: 10.1109/TPAMI.2021.3100536. Epub 2022 Sep 14. IEEE Trans Pattern Anal Mach Intell. 2022. PMID: 34314356
Detection and analysis of cerebral aneurysms based on X-ray rotational angiography - the CADA 2020 challenge.
Ivantsits M, Goubergrits L, Kuhnigk JM, Huellebrand M, Bruening J, Kossen T, Pfahringer B, Schaller J, Spuler A, Kuehne T, Jia Y, Li X, Shit S, Menze B, Su Z, Ma J, Nie Z, Jain K, Liu Y, Lin Y, Hennemuth A. Ivantsits M, et al. Among authors: ma j. Med Image Anal. 2022 Apr;77:102333. doi: 10.1016/j.media.2021.102333. Epub 2021 Dec 16. Med Image Anal. 2022. PMID: 34998111
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