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Clinical implementation of artificial intelligence in neuroradiology with development of a novel workflow-efficient picture archiving and communication system-based automated brain tumor segmentation and radiomic feature extraction.
Aboian M, Bousabarah K, Kazarian E, Zeevi T, Holler W, Merkaj S, Cassinelli Petersen G, Bahar R, Subramanian H, Sunku P, Schrickel E, Bhawnani J, Zawalich M, Mahajan A, Malhotra A, Payabvash S, Tocino I, Lin M, Westerhoff M. Aboian M, et al. Among authors: westerhoff m. Front Neurosci. 2022 Oct 13;16:860208. doi: 10.3389/fnins.2022.860208. eCollection 2022. Front Neurosci. 2022. PMID: 36312024 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: westerhoff m. ArXiv [Preprint]. 2023 Jun 1:arXiv:2306.00838v1. ArXiv. 2023. PMID: 37396600 Free PMC article. Preprint.
PACS-integrated machine learning breast density classifier: clinical validation.
Lewin J, Schoenherr S, Seebass M, Lin M, Philpotts L, Etesami M, Butler R, Durand M, Heller S, Heacock L, Moy L, Tocino I, Westerhoff M. Lewin J, et al. Among authors: westerhoff m. Clin Imaging. 2023 Sep;101:200-205. doi: 10.1016/j.clinimag.2023.06.023. Epub 2023 Jul 4. Clin Imaging. 2023. PMID: 37421715
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: westerhoff m. ArXiv [Preprint]. 2023 Sep 12:arXiv:2309.05053v2. ArXiv. 2023. PMID: 37744461 Free PMC article. Updated. Preprint.
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: westerhoff m. Sci Data. 2024 Feb 29;11(1):254. doi: 10.1038/s41597-024-03021-9. Sci Data. 2024. PMID: 38424079 Free PMC article.
125 results