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Page 1
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: jekel l. 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.
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. Cancers (Basel). 2022 Mar 8;14(6):1369. doi: 10.3390/cancers14061369. Cancers (Basel). 2022. PMID: 35326526 Free PMC article. Review.
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: jekel l. 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.
The Brain Tumor Segmentation (BraTS-METS) Challenge 2023: Brain Metastasis Segmentation on Pre-treatment MRI.
Moawad AW, Janas A, Baid U, Ramakrishnan D, Jekel L, Krantchev K, Moy H, Saluja R, Osenberg K, Wilms K, Kaur M, Avesta A, Pedersen GC, Maleki N, Salimi M, Merkaj S, von Reppert M, Tillmans N, Lost J, Bousabarah K, Holler W, Lin M, Westerhoff M, Maresca R, Link KE, Tahon NH, Marcus D, Sotiras A, LaMontagne P, Chakrabarty S, Teytelboym O, Youssef A, Nada A, Velichko YS, Gennaro N; Connectome Students; Group of Annotators; Cramer J, Johnson DR, Kwan BYM, Petrovic B, Patro SN, Wu L, So T, Thompson G, Kam A, Perez-Carrillo GG, Lall N; Group of Approvers; Albrecht J, Anazodo U, Lingaru MG, Menze BH, Wiestler B, Adewole M, Anwar SM, Labella D, Li HB, Iglesias JE, Farahani K, Eddy J, Bergquist T, Chung V, Shinohara RT, Dako F, Wiggins W, Reitman Z, Wang C, Liu X, Jiang Z, Van Leemput K, Piraud M, Ezhov I, Johanson E, Meier Z, Familiar A, Kazerooni AF, Kofler F, Calabrese E, Aneja S, Chiang V, Ikuta I, Shafique U, Memon F, Conte GM, Bakas S, Rudie J, Aboian M. Moawad AW, et al. Among authors: jekel l. ArXiv [Preprint]. 2023 Jun 1:arXiv:2306.00838v1. ArXiv. 2023. PMID: 37396600 Free PMC article. Preprint.
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: jekel l. ArXiv [Preprint]. 2023 Sep 12:arXiv:2309.05053v2. ArXiv. 2023. PMID: 37744461 Free PMC article. Updated. Preprint.
Systematic Literature Review of Machine Learning Algorithms Using Pretherapy Radiologic Imaging for Glioma Molecular Subtype Prediction.
Lost J, Verma T, Jekel L, von Reppert M, Tillmanns N, Merkaj S, Petersen GC, Bahar R, Gordem A, Haider MA, Subramanian H, Brim W, Ikuta I, Omuro A, Conte GM, Marquez-Nostra BV, Avesta A, Bousabarah K, Nabavizadeh A, Kazerooni AF, Aneja S, Bakas S, Lin M, Sabel M, Aboian M. Lost J, et al. Among authors: jekel l. AJNR Am J Neuroradiol. 2023 Oct;44(10):1126-1134. doi: 10.3174/ajnr.A8000. AJNR Am J Neuroradiol. 2023. PMID: 37770204
PACS-Integrated Tools for Peritumoral Edema Volumetrics Provide Additional Information to RANO-BM-Based Assessment of Lung Cancer Brain Metastases after Stereotactic Radiotherapy: A Pilot Study.
Kaur M, Cassinelli Petersen G, Jekel L, von Reppert M, Varghese S, Dixe de Oliveira Santo I, Avesta A, Aneja S, Omuro A, Chiang V, Aboian M. Kaur M, et al. Among authors: jekel l. Cancers (Basel). 2023 Sep 30;15(19):4822. doi: 10.3390/cancers15194822. Cancers (Basel). 2023. PMID: 37835516 Free PMC article.
Application of novel PACS-based informatics platform to identify imaging based predictors of CDKN2A allelic status in glioblastomas.
Tillmanns N, Lost J, Tabor J, Vasandani S, Vetsa S, Marianayagam N, Yalcin K, Erson-Omay EZ, von Reppert M, Jekel L, Merkaj S, Ramakrishnan D, Avesta A, de Oliveira Santo ID, Jin L, Huttner A, Bousabarah K, Ikuta I, Lin M, Aneja S, Turowski B, Aboian M, Moliterno J. Tillmanns N, et al. Among authors: jekel l. Sci Rep. 2023 Dec 22;13(1):22942. doi: 10.1038/s41598-023-48918-4. Sci Rep. 2023. PMID: 38135704 Free PMC article.
Comparison of volumetric and 2D-based response methods in the PNOC-001 pediatric low-grade glioma clinical trial.
von Reppert M, Ramakrishnan D, Brüningk SC, Memon F, Abi Fadel S, Maleki N, Bahar R, Avesta AE, Jekel L, Sala M, Lost J, Tillmanns N, Kaur M, Aneja S, Fathi Kazerooni A, Nabavizadeh A, Lin M, Hoffmann KT, Bousabarah K, Swanson KR, Haas-Kogan D, Mueller S, Aboian MS. von Reppert M, et al. Among authors: jekel l. Neurooncol Adv. 2023 Dec 27;6(1):vdad172. doi: 10.1093/noajnl/vdad172. eCollection 2024 Jan-Dec. Neurooncol Adv. 2023. PMID: 38221978 Free PMC article.
A large open access dataset of brain metastasis 3D segmentations on MRI with clinical and imaging 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: jekel l. Sci Data. 2024 Feb 29;11(1):254. doi: 10.1038/s41597-024-03021-9. Sci Data. 2024. PMID: 38424079 Free PMC article.
32 results