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Interactive Machine Learning-Based Multi-Label Segmentation of Solid Tumors and Organs.
Bounias D, Singh A, Bakas S, Pati S, Rathore S, Akbari H, Bilello M, Greenberger BA, Lombardo J, Chitalia RD, Jahani N, Gastounioti A, Hershman M, Roshkovan L, Katz SI, Yousefi B, Lou C, Simpson AL, Do RKG, Shinohara RT, Kontos D, Nikita K, Davatzikos C. Bounias D, et al. Among authors: akbari h. Appl Sci (Basel). 2021 Aug 2;11(16):7488. doi: 10.3390/app11167488. Epub 2021 Aug 15. Appl Sci (Basel). 2021. PMID: 34621541 Free PMC article.
Histopathology-validated machine learning radiographic biomarker for noninvasive discrimination between true progression and pseudo-progression in glioblastoma.
Akbari H, Rathore S, Bakas S, Nasrallah MP, Shukla G, Mamourian E, Rozycki M, Bagley SJ, Rudie JD, Flanders AE, Dicker AP, Desai AS, O'Rourke DM, Brem S, Lustig R, Mohan S, Wolf RL, Bilello M, Martinez-Lage M, Davatzikos C. Akbari H, et al. Cancer. 2020 Jun 1;126(11):2625-2636. doi: 10.1002/cncr.32790. Epub 2020 Mar 4. Cancer. 2020. PMID: 32129893 Free PMC article.
AI-based prognostic imaging biomarkers for precision neuro-oncology: the ReSPOND consortium.
Davatzikos C, Barnholtz-Sloan JS, Bakas S, Colen R, Mahajan A, Quintero CB, Capellades Font J, Puig J, Jain R, Sloan AE, Badve C, Marcus DS, Seong Choi Y, Lee SK, Chang JH, Poisson LM, Griffith B, Dicker AP, Flanders AE, Booth TC, Rathore S, Akbari H, Sako C, Bilello M, Shukla G, Fathi Kazerooni A, Brem S, Lustig R, Mohan S, Bagley S, Nasrallah M, O'Rourke DM. Davatzikos C, et al. Among authors: akbari h. Neuro Oncol. 2020 Jun 9;22(6):886-888. doi: 10.1093/neuonc/noaa045. Neuro Oncol. 2020. PMID: 32152622 Free PMC article. No abstract available.
Cancer detection using infrared hyperspectral imaging.
Akbari H, Uto K, Kosugi Y, Kojima K, Tanaka N. Akbari H, et al. Cancer Sci. 2011 Apr;102(4):852-7. doi: 10.1111/j.1349-7006.2011.01849.x. Epub 2011 Feb 11. Cancer Sci. 2011. PMID: 21205093 Free 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: akbari h. Sci Rep. 2022 May 24;12(1):8784. doi: 10.1038/s41598-022-12699-z. Sci Rep. 2022. PMID: 35610333 Free PMC article.
500 results