A comparison of dimensionality reduction approaches for pre-treatment PSMA-PET/CT radiomics in prostate adenocarcinoma outcome prediction.

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Title: A comparison of dimensionality reduction approaches for pre-treatment PSMA-PET/CT radiomics in prostate adenocarcinoma outcome prediction.
Authors: Singh A; Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA., Mendes WS; Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA., Oh SB; Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA.; Division of Medical Oncology and Hematology, Department of Internal Medicine, Pusan National University Yangsan Hospital, Pusan National University School of Medicine, Yangsan, Republic of Korea., Guler OC; Baskent University Faculty of Medicine, Adana Dr Turgut Noyan Research and Treatment Center, Department of Radiation Oncology, Adana, Turkiye., Elmali A; Baskent University Faculty of Medicine, Department of Radiation Oncology, Ankara, Turkiye., Demirhan B; Baskent University Faculty of Medicine, Adana Dr Turgut Noyan Research and Treatment Center, Department of Radiation Oncology, Adana, Turkiye., Sawant A; Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA., Tran P; Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA.; Department of Genitourinary Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA., Onal C; Baskent University Faculty of Medicine, Adana Dr Turgut Noyan Research and Treatment Center, Department of Radiation Oncology, Adana, Turkiye.; Baskent University Faculty of Medicine, Department of Radiation Oncology, Ankara, Turkiye., Ren L; Department of Radiation Oncology, University of Maryland School of Medicine, Baltimore, MD, USA.
Source: Radiation medicine and protection [Radiat Med Prot] 2026 Feb; Vol. 7 (1), pp. 36-42. Date of Electronic Publication: 2026 Feb 25.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier B.V. on behalf of KeAi Country of Publication: Netherlands NLM ID: 101767737 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2666-5557 (Electronic) Linking ISSN: 26665557 NLM ISO Abbreviation: Radiat Med Prot Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2666-5557
DOI:10.1016/j.radmp.2025.12.008