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Page 1
Development and validation of an interpretable deep learning framework for Alzheimer's disease classification.
Qiu S, Joshi PS, Miller MI, Xue C, Zhou X, Karjadi C, Chang GH, Joshi AS, Dwyer B, Zhu S, Kaku M, Zhou Y, Alderazi YJ, Swaminathan A, Kedar S, Saint-Hilaire MH, Auerbach SH, Yuan J, Sartor EA, Au R, Kolachalama VB. Qiu S, et al. Among authors: miller mi. Brain. 2020 Jun 1;143(6):1920-1933. doi: 10.1093/brain/awaa137. Brain. 2020. PMID: 32357201 Free PMC article.
Multimodal deep learning for Alzheimer's disease dementia assessment.
Qiu S, Miller MI, Joshi PS, Lee JC, Xue C, Ni Y, Wang Y, De Anda-Duran I, Hwang PH, Cramer JA, Dwyer BC, Hao H, Kaku MC, Kedar S, Lee PH, Mian AZ, Murman DL, O'Shea S, Paul AB, Saint-Hilaire MH, Alton Sartor E, Saxena AR, Shih LC, Small JE, Smith MJ, Swaminathan A, Takahashi CE, Taraschenko O, You H, Yuan J, Zhou Y, Zhu S, Alosco ML, Mez J, Stein TD, Poston KL, Au R, Kolachalama VB. Qiu S, et al. Among authors: miller mi. Nat Commun. 2022 Jun 20;13(1):3404. doi: 10.1038/s41467-022-31037-5. Nat Commun. 2022. PMID: 35725739 Free PMC article.
Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports.
Ong CJ, Orfanoudaki A, Zhang R, Caprasse FPM, Hutch M, Ma L, Fard D, Balogun O, Miller MI, Minnig M, Saglam H, Prescott B, Greer DM, Smirnakis S, Bertsimas D. Ong CJ, et al. Among authors: miller mi. PLoS One. 2020 Jun 19;15(6):e0234908. doi: 10.1371/journal.pone.0234908. eCollection 2020. PLoS One. 2020. PMID: 32559211 Free PMC article.
Natural Language Processing of Radiology Reports to Detect Complications of Ischemic Stroke.
Miller MI, Orfanoudaki A, Cronin M, Saglam H, So Yeon Kim I, Balogun O, Tzalidi M, Vasilopoulos K, Fanaropoulou G, Fanaropoulou NM, Kalin J, Hutch M, Prescott BR, Brush B, Benjamin EJ, Shin M, Mian A, Greer DM, Smirnakis SM, Ong CJ. Miller MI, et al. Neurocrit Care. 2022 Aug;37(Suppl 2):291-302. doi: 10.1007/s12028-022-01513-3. Epub 2022 May 9. Neurocrit Care. 2022. PMID: 35534660 Free PMC article.
308 results