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115 results

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Page 1
Generative adversarial networks based skin lesion segmentation.
Innani S, Dutande P, Baid U, Pokuri V, Bakas S, Talbar S, Baheti B, Guntuku SC. Innani S, et al. Among authors: bakas s. Sci Rep. 2023 Aug 18;13(1):13467. doi: 10.1038/s41598-023-39648-8. Sci Rep. 2023. PMID: 37596306 Free PMC article.
Skull-Stripping of Glioblastoma MRI Scans Using 3D Deep Learning.
Thakur SP, Doshi J, Pati S, Ha SM, Sako C, Talbar S, Kulkarni U, Davatzikos C, Erus G, Bakas S. Thakur SP, et al. Among authors: bakas s. Brainlesion. 2019 Oct;11992:57-68. doi: 10.1007/978-3-030-46640-4_6. Epub 2020 May 19. Brainlesion. 2019. PMID: 32577629 Free PMC article.
Brain extraction on MRI scans in presence of diffuse glioma: Multi-institutional performance evaluation of deep learning methods and robust modality-agnostic training.
Thakur S, Doshi J, Pati S, Rathore S, Sako C, Bilello M, Ha SM, Shukla G, Flanders A, Kotrotsou A, Milchenko M, Liem S, Alexander GS, Lombardo J, Palmer JD, LaMontagne P, Nazeri A, Talbar S, Kulkarni U, Marcus D, Colen R, Davatzikos C, Erus G, Bakas S. Thakur S, et al. Among authors: bakas s. Neuroimage. 2020 Oct 15;220:117081. doi: 10.1016/j.neuroimage.2020.117081. Epub 2020 Jun 27. Neuroimage. 2020. PMID: 32603860 Free PMC article.
Clinical measures, radiomics, and genomics offer synergistic value in AI-based prediction of overall survival in patients with glioblastoma.
Fathi Kazerooni A, Saxena S, Toorens E, Tu D, Bashyam V, Akbari H, Mamourian E, Sako C, Koumenis C, Verginadis I, Verma R, Shinohara RT, Desai AS, Lustig RA, Brem S, Mohan S, Bagley SJ, Ganguly T, O'Rourke DM, Bakas S, Nasrallah MP, Davatzikos C. Fathi Kazerooni A, et al. Among authors: bakas s. Sci Rep. 2022 May 24;12(1):8784. doi: 10.1038/s41598-022-12699-z. Sci Rep. 2022. PMID: 35610333 Free PMC article.
The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics.
Bakas S, Sako C, Akbari H, Bilello M, Sotiras A, Shukla G, Rudie JD, Santamaría NF, Kazerooni AF, Pati S, Rathore S, Mamourian E, Ha SM, Parker W, Doshi J, Baid U, Bergman M, Binder ZA, Verma R, Lustig RA, Desai AS, Bagley SJ, Mourelatos Z, Morrissette J, Watt CD, Brem S, Wolf RL, Melhem ER, Nasrallah MP, Mohan S, O'Rourke DM, Davatzikos C. Bakas S, et al. Sci Data. 2022 Jul 29;9(1):453. doi: 10.1038/s41597-022-01560-7. Sci Data. 2022. PMID: 35906241 Free PMC article.
Federated learning enables big data for rare cancer boundary detection.
Pati S, Baid U, Edwards B, Sheller M, Wang SH, Reina GA, Foley P, Gruzdev A, Karkada D, Davatzikos C, Sako C, Ghodasara S, Bilello M, Mohan S, Vollmuth P, Brugnara G, Preetha CJ, Sahm F, Maier-Hein K, Zenk M, Bendszus M, Wick W, Calabrese E, Rudie J, Villanueva-Meyer J, Cha S, Ingalhalikar M, Jadhav M, Pandey U, Saini J, Garrett J, Larson M, Jeraj R, Currie S, Frood R, Fatania K, Huang RY, Chang K, Balaña C, Capellades J, Puig J, Trenkler J, Pichler J, Necker G, Haunschmidt A, Meckel S, Shukla G, Liem S, Alexander GS, Lombardo J, Palmer JD, Flanders AE, Dicker AP, Sair HI, Jones CK, Venkataraman A, Jiang M, So TY, Chen C, Heng PA, Dou Q, Kozubek M, Lux F, Michálek J, Matula P, Keřkovský M, Kopřivová T, Dostál M, Vybíhal V, Vogelbaum MA, Mitchell JR, Farinhas J, Maldjian JA, Yogananda CGB, Pinho MC, Reddy D, Holcomb J, Wagner BC, Ellingson BM, Cloughesy TF, Raymond C, Oughourlian T, Hagiwara A, Wang C, To MS, Bhardwaj S, Chong C, Agzarian M, Falcão AX, Martins SB, Teixeira BCA, Sprenger F, Menotti D, Lucio DR, LaMontagne P, Marcus D, Wiestler B, Kofler F, Ezhov I, Metz M, Jain R, Lee M, Lui YW, McKinley R, Slotboom J, Radojewski P, Meier R, Wiest R, Murcia D, Fu E, Haas R, Thompson… See abstract for full author list ➔ Pati S, et al. Among authors: bakas s. Nat Commun. 2022 Dec 5;13(1):7346. doi: 10.1038/s41467-022-33407-5. Nat Commun. 2022. PMID: 36470898 Free PMC article.
The University of California San Francisco Preoperative Diffuse Glioma MRI Dataset.
Calabrese E, Villanueva-Meyer JE, Rudie JD, Rauschecker AM, Baid U, Bakas S, Cha S, Mongan JT, Hess CP. Calabrese E, et al. Among authors: bakas s. Radiol Artif Intell. 2022 Oct 5;4(6):e220058. doi: 10.1148/ryai.220058. eCollection 2022 Nov. Radiol Artif Intell. 2022. PMID: 36523646 Free PMC article.
115 results