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Page 1
The Medical Segmentation Decathlon.
Antonelli M, Reinke A, Bakas S, Farahani K, Kopp-Schneider A, Landman BA, Litjens G, Menze B, Ronneberger O, Summers RM, van Ginneken B, Bilello M, Bilic P, Christ PF, Do RKG, Gollub MJ, Heckers SH, Huisman H, Jarnagin WR, McHugo MK, Napel S, Pernicka JSG, Rhode K, Tobon-Gomez C, Vorontsov E, Meakin JA, Ourselin S, Wiesenfarth M, Arbeláez P, Bae B, Chen S, Daza L, Feng J, He B, Isensee F, Ji Y, Jia F, Kim I, Maier-Hein K, Merhof D, Pai A, Park B, Perslev M, Rezaiifar R, Rippel O, Sarasua I, Shen W, Son J, Wachinger C, Wang L, Wang Y, Xia Y, Xu D, Xu Z, Zheng Y, Simpson AL, Maier-Hein L, Cardoso MJ. Antonelli M, et al. Among authors: meakin ja. Nat Commun. 2022 Jul 15;13(1):4128. doi: 10.1038/s41467-022-30695-9. Nat Commun. 2022. PMID: 35840566 Free PMC article.
DeepISLES: a clinically validated ischemic stroke segmentation model from the ISLES'22 challenge.
de la Rosa E, Reyes M, Liew SL, Hutton A, Wiest R, Kaesmacher J, Hanning U, Hakim A, Zubal R, Valenzuela W, Robben D, Sima DM, Anania V, Brys A, Meakin JA, Mickan A, Broocks G, Heitkamp C, Gao S, Liang K, Zhang Z, Rahman Siddiquee MM, Myronenko A, Ashtari P, Van Huffel S, Jeong H, Yoon C, Kim C, Huo J, Ourselin S, Sparks R, Clèrigues A, Oliver A, Lladó X, Chalcroft L, Pappas I, Bertels J, Heylen E, Moreau J, Hatami N, Frindel C, Qayyum A, Mazher M, Puig D, Lin SC, Juan CJ, Hu T, Boone L, Goubran M, Liu YJ, Wegener S, Kofler F, Ezhov I, Shit S, Hernandez Petzsche MR, Müller M, Menze B, Kirschke JS, Wiestler B. de la Rosa E, et al. Among authors: meakin ja. Nat Commun. 2025 Aug 9;16(1):7357. doi: 10.1038/s41467-025-62373-x. Nat Commun. 2025. PMID: 40783484 Free PMC article.
The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data.
Boulogne LH, Lorenz J, Kienzle D, Schön R, Ludwig K, Lienhart R, Jégou S, Li G, Chen C, Wang Q, Shi D, Maniparambil M, Müller D, Mertes S, Schröter N, Hellmann F, Elia M, Dirks I, Bossa MN, Berenguer AD, Mukherjee T, Vandemeulebroucke J, Sahli H, Deligiannis N, Gonidakis P, Huynh ND, Razzak I, Bouadjenek R, Verdicchio M, Borrelli P, Aiello M, Meakin JA, Lemm A, Russ C, Ionasec R, Paragios N, van Ginneken B, Revel MP. Boulogne LH, et al. Among authors: meakin ja. Med Image Anal. 2024 Oct;97:103230. doi: 10.1016/j.media.2024.103230. Epub 2024 Jun 5. Med Image Anal. 2024. PMID: 38875741 Free article.
The DRAGON benchmark for clinical NLP.
Bosma JS, Dercksen K, Builtjes L, André R, Roest C, Fransen SJ, Noordman CR, Navarro-Padilla M, Lefkes J, Alves N, de Grauw MJJ, van Eekelen L, Spronck JMA, Schuurmans M, de Wilde B, Hendrix W, Aswolinskiy W, Saha A, Twilt JJ, Geijs D, Veltman J, Yakar D, de Rooij M, Ciompi F, Hering A, Geerdink J, Huisman H; DRAGON consortium. Bosma JS, et al. NPJ Digit Med. 2025 May 17;8(1):289. doi: 10.1038/s41746-025-01626-x. NPJ Digit Med. 2025. PMID: 40379835 Free PMC article.
Melanoma brain metastases: the impact of nodal disease.
Jackson JE, Burmeister BH, Burmeister EA, Foote MC, Thomas JM, Meakin JA, Smithers BM. Jackson JE, et al. Among authors: meakin ja. Clin Exp Metastasis. 2014 Jan;31(1):81-5. doi: 10.1007/s10585-013-9611-8. Epub 2013 Aug 23. Clin Exp Metastasis. 2014. PMID: 23975156