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Utilization of machine learning for identifying symptom severity military-related PTSD subtypes and their biological correlates.
Siegel CE, Laska EM, Lin Z, Xu M, Abu-Amara D, Jeffers MK, Qian M, Milton N, Flory JD, Hammamieh R, Daigle BJ Jr, Gautam A, Dean KR, Reus VI, Wolkowitz OM, Mellon SH, Ressler KJ, Yehuda R, Wang K, Hood L, Doyle FJ 3rd, Jett M, Marmar CR. Siegel CE, et al. Among authors: lin z. Transl Psychiatry. 2021 Apr 20;11(1):227. doi: 10.1038/s41398-021-01324-8. Transl Psychiatry. 2021. PMID: 33879773 Free PMC article.
A General Iterative Clustering Algorithm.
Lin Z, Laska E, Siegel C. Lin Z, et al. Stat Anal Data Min. 2022 Aug;15(4):433-446. doi: 10.1002/sam.11573. Epub 2022 Jan 31. Stat Anal Data Min. 2022. PMID: 36061078 Free PMC article.
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