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A Large Open Access Dataset of Brain Metastasis 3D Segmentations with Clinical and Imaging Feature Information.
Ramakrishnan D, Jekel L, Chadha S, Janas A, Moy H, Maleki N, Sala M, Kaur M, Petersen GC, Merkaj S, von Reppert M, Baid U, Bakas S, Kirsch C, Davis M, Bousabarah K, Holler W, Lin M, Westerhoff M, Aneja S, Memon F, Aboian MS. Ramakrishnan D, et al. Among authors: lin m. ArXiv [Preprint]. 2023 Sep 12:arXiv:2309.05053v2. ArXiv. 2023. Update in: Sci Data. 2024 Feb 29;11(1):254. doi: 10.1038/s41597-024-03021-9 PMID: 37744461 Free PMC article. Updated. Preprint.
Machine Learning Applications for Differentiation of Glioma from Brain Metastasis-A Systematic Review.
Jekel L, Brim WR, von Reppert M, Staib L, Cassinelli Petersen G, Merkaj S, Subramanian H, Zeevi T, Payabvash S, Bousabarah K, Lin M, Cui J, Brackett A, Mahajan A, Omuro A, Johnson MH, Chiang VL, Malhotra A, Scheffler B, Aboian MS. Jekel L, et al. Among authors: lin m. Cancers (Basel). 2022 Mar 8;14(6):1369. doi: 10.3390/cancers14061369. Cancers (Basel). 2022. PMID: 35326526 Free PMC article. Review.
Machine Learning Models for Classifying High- and Low-Grade Gliomas: A Systematic Review and Quality of Reporting Analysis.
Bahar RC, Merkaj S, Cassinelli Petersen GI, Tillmanns N, Subramanian H, Brim WR, Zeevi T, Staib L, Kazarian E, Lin M, Bousabarah K, Huttner AJ, Pala A, Payabvash S, Ivanidze J, Cui J, Malhotra A, Aboian MS. Bahar RC, et al. Among authors: lin m. Front Oncol. 2022 Apr 22;12:856231. doi: 10.3389/fonc.2022.856231. eCollection 2022. Front Oncol. 2022. PMID: 35530302 Free PMC article.
Real-time PACS-integrated longitudinal brain metastasis tracking tool provides comprehensive assessment of treatment response to radiosurgery.
Cassinelli Petersen G, Bousabarah K, Verma T, von Reppert M, Jekel L, Gordem A, Jang B, Merkaj S, Abi Fadel S, Owens R, Omuro A, Chiang V, Ikuta I, Lin M, Aboian MS. Cassinelli Petersen G, et al. Among authors: lin m. Neurooncol Adv. 2022 Jul 26;4(1):vdac116. doi: 10.1093/noajnl/vdac116. eCollection 2022 Jan-Dec. Neurooncol Adv. 2022. PMID: 36043121 Free PMC article.
Identifying clinically applicable machine learning algorithms for glioma segmentation: recent advances and discoveries.
Tillmanns N, Lum AE, Cassinelli G, Merkaj S, Verma T, Zeevi T, Staib L, Subramanian H, Bahar RC, Brim W, Lost J, Jekel L, Brackett A, Payabvash S, Ikuta I, Lin M, Bousabarah K, Johnson MH, Cui J, Malhotra A, Omuro A, Turowski B, Aboian MS. Tillmanns N, et al. Among authors: lin m. Neurooncol Adv. 2022 Jun 14;4(1):vdac093. doi: 10.1093/noajnl/vdac093. eCollection 2022 Jan-Dec. Neurooncol Adv. 2022. PMID: 36071926 Free PMC article. Review.
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