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Year Number of Results
2019 1
2020 6
2021 4
2022 6
2023 5
2024 3

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22 results

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Page 1
Radiomics in radiation oncology-basics, methods, and limitations.
Lohmann P, Bousabarah K, Hoevels M, Treuer H. Lohmann P, et al. Among authors: bousabarah k. Strahlenther Onkol. 2020 Oct;196(10):848-855. doi: 10.1007/s00066-020-01663-3. Epub 2020 Jul 9. Strahlenther Onkol. 2020. PMID: 32647917 Free PMC article. Review.
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: bousabarah k. 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. Among authors: bousabarah k. Cancers (Basel). 2022 Mar 8;14(6):1369. doi: 10.3390/cancers14061369. Cancers (Basel). 2022. PMID: 35326526 Free PMC article. Review.
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: bousabarah k. ArXiv [Preprint]. 2023 Jun 1:arXiv:2306.00838v1. ArXiv. 2023. PMID: 37396600 Free PMC article. Preprint.
Evaluation of FET PET Radiomics Feature Repeatability in Glioma Patients.
Gutsche R, Scheins J, Kocher M, Bousabarah K, Fink GR, Shah NJ, Langen KJ, Galldiks N, Lohmann P. Gutsche R, et al. Among authors: bousabarah k. Cancers (Basel). 2021 Feb 5;13(4):647. doi: 10.3390/cancers13040647. Cancers (Basel). 2021. PMID: 33562803 Free PMC article.
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: bousabarah k. AJNR Am J Neuroradiol. 2023 Oct;44(10):1126-1134. doi: 10.3174/ajnr.A8000. AJNR Am J Neuroradiol. 2023. PMID: 37770204
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: bousabarah k. ArXiv [Preprint]. 2023 Sep 12:arXiv:2309.05053v2. ArXiv. 2023. PMID: 37744461 Free PMC article. Updated. Preprint.
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: bousabarah k. 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.
22 results