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Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization.
Hu F, Chen AA, Horng H, Bashyam V, Davatzikos C, Alexander-Bloch A, Li M, Shou H, Satterthwaite TD, Yu M, Shinohara RT. Hu F, et al. Among authors: horng h. Neuroimage. 2023 Jul 1;274:120125. doi: 10.1016/j.neuroimage.2023.120125. Epub 2023 Apr 20. Neuroimage. 2023. PMID: 37084926 Free PMC article. Review.
DeepComBat: A Statistically Motivated, Hyperparameter-Robust, Deep Learning Approach to Harmonization of Neuroimaging Data.
Hu F, Lucas A, Chen AA, Coleman K, Horng H, Ng RWS, Tustison NJ, Davis KA, Shou H, Li M, Shinohara RT; Alzheimer’s Disease Neuroimaging Initiative. Hu F, et al. Among authors: horng h. bioRxiv [Preprint]. 2023 Apr 24:2023.04.24.537396. doi: 10.1101/2023.04.24.537396. bioRxiv. 2023. Update in: Hum Brain Mapp. 2024 Aug 1;45(11):e26708. doi: 10.1002/hbm.26708 PMID: 37163042 Free PMC article. Updated. Preprint.
Radiomic phenotyping of the lung parenchyma in a lung cancer screening cohort.
Haghighi B, Horng H, Noël PB, Cohen EA, Pantalone L, Vachani A, Rendle KA, Wainwright J, Saia C, Shinohara RT, Barbosa EM Jr, Kontos D. Haghighi B, et al. Among authors: horng h. Sci Rep. 2023 Feb 4;13(1):2040. doi: 10.1038/s41598-023-29058-1. Sci Rep. 2023. PMID: 36739358 Free PMC article.
Multicenter Retrospective Review of Ketamine Use in Pediatric Intensive Care Units (Ketamine-PICU Study).
Groth CM, Droege CA, Sarangarm P, Cucci MD, Gustafson KA, Connor KA, Kaukeinen K, Acquisto NM, Chui SHJ, Dixit D, Flannery AH, Glass NE, Horng H, Heavner MS, Kinney J, Peppard WJ, Sikora A, Erstad BL. Groth CM, et al. Among authors: horng h. Crit Care Res Pract. 2024 Jul 27;2024:6626899. doi: 10.1155/2024/6626899. eCollection 2024. Crit Care Res Pract. 2024. PMID: 39104664 Free PMC article.
228 results