Machine Learning-Driven Radiomic Profiling of Thalamus-Amygdala Nuclei for Prediction of Postoperative Delirium After STN-DBS in Parkinson's Disease Patients: A Pilot Study.
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| Title: | Machine Learning-Driven Radiomic Profiling of Thalamus-Amygdala Nuclei for Prediction of Postoperative Delirium After STN-DBS in Parkinson's Disease Patients: A Pilot Study. |
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| Authors: | Radziunas A; Department of Neurosurgery, Medical Academy, Lithuanian University of Health Sciences, Eiveniu str. 2, Kaunas, LT-50161, Lithuania., Davidavicius G; Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, Eiveniu str. 4, Kaunas, LT-50161, Lithuania., Reinyte K; Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, Eiveniu str. 4, Kaunas, LT-50161, Lithuania.; Department of Health Psychology, Faculty of Public Health, Medical Academy, Lithuanian University of Health Sciences, Tilzes str. 18, Kaunas, LT-47181, Lithuania., Pranckeviciene A; Department of Health Psychology, Faculty of Public Health, Medical Academy, Lithuanian University of Health Sciences, Tilzes str. 18, Kaunas, LT-47181, Lithuania., Fedaravicius A; Department of Neurosurgery, Medical Academy, Lithuanian University of Health Sciences, Eiveniu str. 2, Kaunas, LT-50161, Lithuania.; Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, Eiveniu str. 4, Kaunas, LT-50161, Lithuania., Kucinskas V; Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, Eiveniu str. 4, Kaunas, LT-50161, Lithuania., Laucius O; Department of Neurology, Medical Academy, Lithuanian University of Health Sciences, Eiveniu str. 2, Kaunas, LT-50161, Lithuania., Tamasauskas A; Department of Neurosurgery, Medical Academy, Lithuanian University of Health Sciences, Eiveniu str. 2, Kaunas, LT-50161, Lithuania.; Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, Eiveniu str. 4, Kaunas, LT-50161, Lithuania., Deltuva V; Department of Neurosurgery, Medical Academy, Lithuanian University of Health Sciences, Eiveniu str. 2, Kaunas, LT-50161, Lithuania.; Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, Eiveniu str. 4, Kaunas, LT-50161, Lithuania., Saudargiene A; Neuroscience Institute, Medical Academy, Lithuanian University of Health Sciences, Eiveniu str. 4, Kaunas, LT-50161, Lithuania. ausra.saudargiene@lsmu.lt.; Department of Health Psychology, Faculty of Public Health, Medical Academy, Lithuanian University of Health Sciences, Tilzes str. 18, Kaunas, LT-47181, Lithuania. ausra.saudargiene@lsmu.lt. |
| Source: | Journal of imaging informatics in medicine [J Imaging Inform Med] 2026 Jun; Vol. 39 (3), pp. 2440-2455. Date of Electronic Publication: 2025 Aug 13. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 9918663679206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2948-2933 (Electronic) Linking ISSN: 29482925 NLM ISO Abbreviation: J Imaging Inform Med Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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