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From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge.
Bandi P, Geessink O, Manson Q, Van Dijk M, Balkenhol M, Hermsen M, Ehteshami Bejnordi B, Lee B, Paeng K, Zhong A, Li Q, Zanjani FG, Zinger S, Fukuta K, Komura D, Ovtcharov V, Cheng S, Zeng S, Thagaard J, Dahl AB, Lin H, Chen H, Jacobsson L, Hedlund M, Cetin M, Halici E, Jackson H, Chen R, Both F, Franke J, Kusters-Vandevelde H, Vreuls W, Bult P, van Ginneken B, van der Laak J, Litjens G. Bandi P, et al. Among authors: cheng s. IEEE Trans Med Imaging. 2019 Feb;38(2):550-560. doi: 10.1109/TMI.2018.2867350. IEEE Trans Med Imaging. 2019. PMID: 30716025
Robust whole slide image analysis for cervical cancer screening using deep learning.
Cheng S, Liu S, Yu J, Rao G, Xiao Y, Han W, Zhu W, Lv X, Li N, Cai J, Wang Z, Feng X, Yang F, Geng X, Ma J, Li X, Wei Z, Zhang X, Quan T, Zeng S, Chen L, Hu J, Liu X. Cheng S, et al. Nat Commun. 2021 Sep 24;12(1):5639. doi: 10.1038/s41467-021-25296-x. Nat Commun. 2021. PMID: 34561435 Free PMC article.
An unsupervised style normalization method for cytopathology images.
Chen X, Yu J, Cheng S, Geng X, Liu S, Han W, Hu J, Chen L, Liu X, Zeng S. Chen X, et al. Among authors: cheng s. Comput Struct Biotechnol J. 2021 Jun 24;19:3852-3863. doi: 10.1016/j.csbj.2021.06.025. eCollection 2021. Comput Struct Biotechnol J. 2021. PMID: 34285783 Free PMC article.
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset.
Jiao Y, van der Laak J, Albarqouni S, Li Z, Tan T, Bhalerao A, Cheng S, Ma J, Pocock J, Pluim JPW, Koohbanani NA, Bashir RMS, Raza SEA, Liu S, Graham S, Wetstein S, Khurram SA, Liu X, Rajpoot N, Veta M, Ciompi F. Jiao Y, et al. Among authors: cheng s. IEEE J Biomed Health Inform. 2024 Mar;28(3):1161-1172. doi: 10.1109/JBHI.2023.3327489. Epub 2024 Mar 6. IEEE J Biomed Health Inform. 2024. PMID: 37878422
13,183 results
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