Machine learning decision support model construction for craniotomy approach of pineal region tumors based on MRI images Authors Yandong Su Yinhua Chen (ORCID: https://orcid.org/0000-0002-9232-7590) Nian Jiang Siyi Wanggou (ORCID: https://orcid.org/0000-0001-9031-9338) Xuejun Li (ORCID: https://orcid.org/0000-0001-6406-4423) Ziyan Chen (ORCID: https://orcid.org/0000-0003-0529-7563) Institutions Central South University (CN) Second Military Medical University (CN) Hunan Cancer Hospital (CN) Changhai Hospital (CN) Xiangya Hospital Central South University (CN) Publication Details Journal BMC Medical Imaging Published 2025-05-27 DOI https://doi.org/10.1186/s12880-025-01712-2 Citations 1 Primary Topic Brain Tumor Detection and Classification Type article Field-Weighted Citation Impact 0.84 Funders National Natural Science Foundation of China Explore the Global Research Space Interactive Map