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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: zhou s. 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
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: zhou x, zhou y, zhou s. 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.
Multiview Deep Anomaly Detection: A Systematic Exploration.
Wang S, Liu J, Yu G, Liu X, Zhou S, Zhu E, Yang Y, Yin J, Yang W. Wang S, et al. Among authors: zhou s. IEEE Trans Neural Netw Learn Syst. 2024 Feb;35(2):1651-1665. doi: 10.1109/TNNLS.2022.3184723. Epub 2024 Feb 5. IEEE Trans Neural Netw Learn Syst. 2024. PMID: 35767484
Multiple Kernel Clustering With Compressed Subspace Alignment.
Zhou S, Ou Q, Liu X, Wang S, Liu L, Wang S, Zhu E, Yin J, Xu X. Zhou S, et al. IEEE Trans Neural Netw Learn Syst. 2023 Jan;34(1):252-263. doi: 10.1109/TNNLS.2021.3093426. Epub 2023 Jan 5. IEEE Trans Neural Netw Learn Syst. 2023. PMID: 34242173
E 3Outlier: a Self-Supervised Framework for Unsupervised Deep Outlier Detection.
Wang S, Zeng Y, Yu G, Cheng Z, Liu X, Zhou S, Zhu E, Kloft M, Yin J, Liao Q. Wang S, et al. Among authors: zhou s. IEEE Trans Pattern Anal Mach Intell. 2023 Mar;45(3):2952-2969. doi: 10.1109/TPAMI.2022.3188763. Epub 2023 Feb 3. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 35793301
Late Fusion Multiple Kernel Clustering With Proxy Graph Refinement.
Wang S, Liu X, Liu L, Zhou S, Zhu E. Wang S, et al. Among authors: zhou s. IEEE Trans Neural Netw Learn Syst. 2023 Aug;34(8):4359-4370. doi: 10.1109/TNNLS.2021.3117403. Epub 2023 Aug 4. IEEE Trans Neural Netw Learn Syst. 2023. PMID: 34648458
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