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A Multi-Organ Nucleus Segmentation Challenge.
Kumar N, Verma R, Anand D, Zhou Y, Onder OF, Tsougenis E, Chen H, Heng PA, Li J, Hu Z, Wang Y, Koohbanani NA, Jahanifar M, Tajeddin NZ, Gooya A, Rajpoot N, Ren X, Zhou S, Wang Q, Shen D, Yang CK, Weng CH, Yu WH, Yeh CY, Yang S, Xu S, Yeung PH, Sun P, Mahbod A, Schaefer G, Ellinger I, Ecker R, Smedby O, Wang C, Chidester B, Ton TV, Tran MT, Ma J, Do MN, Graham S, Vu QD, Kwak JT, Gunda A, Chunduri R, Hu C, Zhou X, Lotfi D, Safdari R, Kascenas A, O'Neil A, Eschweiler D, Stegmaier J, Cui Y, Yin B, Chen K, Tian X, Gruening P, Barth E, Arbel E, Remer I, Ben-Dor A, Sirazitdinova E, Kohl M, Braunewell S, Li Y, Xie X, Shen L, Ma J, Baksi KD, Khan MA, Choo J, Colomer A, Naranjo V, Pei L, Iftekharuddin KM, Roy K, Bhattacharjee D, Pedraza A, Bueno MG, Devanathan S, Radhakrishnan S, Koduganty P, Wu Z, Cai G, Liu X, Wang Y, Sethi A. Kumar N, et al. Among authors: kascenas a. IEEE Trans Med Imaging. 2020 May;39(5):1380-1391. doi: 10.1109/TMI.2019.2947628. Epub 2019 Oct 23. IEEE Trans Med Imaging. 2020. PMID: 31647422 Free PMC article.
MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images.
Zimmerer D, Full PM, Isensee F, Jager P, Adler T, Petersen J, Kohler G, Ross T, Reinke A, Kascenas A, Jensen BS, O'Neil AQ, Tan J, Hou B, Batten J, Qiu H, Kainz B, Shvetsova N, Fedulova I, Dylov DV, Yu B, Zhai J, Hu J, Si R, Zhou S, Wang S, Li X, Chen X, Zhao Y, Marimont SN, Tarroni G, Saase V, Maier-Hein L, Maier-Hein K. Zimmerer D, et al. Among authors: kascenas a. IEEE Trans Med Imaging. 2022 Oct;41(10):2728-2738. doi: 10.1109/TMI.2022.3170077. Epub 2022 Sep 30. IEEE Trans Med Imaging. 2022. PMID: 35468060
The role of noise in denoising models for anomaly detection in medical images.
Kascenas A, Sanchez P, Schrempf P, Wang C, Clackett W, Mikhael SS, Voisey JP, Goatman K, Weir A, Pugeault N, Tsaftaris SA, O'Neil AQ. Kascenas A, et al. Med Image Anal. 2023 Dec;90:102963. doi: 10.1016/j.media.2023.102963. Epub 2023 Sep 11. Med Image Anal. 2023. PMID: 37769551