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USE-Evaluator: Performance metrics for medical image segmentation models supervised by uncertain, small or empty reference annotations in neuroimaging.
Ostmeier S, Axelrod B, Isensee F, Bertels J, Mlynash M, Christensen S, Lansberg MG, Albers GW, Sheth R, Verhaaren BFJ, Mahammedi A, Li LJ, Zaharchuk G, Heit JJ. Ostmeier S, et al. Among authors: zaharchuk g. Med Image Anal. 2023 Dec;90:102927. doi: 10.1016/j.media.2023.102927. Epub 2023 Aug 10. Med Image Anal. 2023. PMID: 37672900
Assessing the Performance of Artificial Intelligence Models: Insights from the American Society of Functional Neuroradiology Artificial Intelligence Competition.
Jiang B, Ozkara BB, Zhu G, Boothroyd D, Allen JW, Barboriak DP, Chang P, Chan C, Chaudhari R, Chen H, Chukus A, Ding V, Douglas D, Filippi CG, Flanders AE, Godwin R, Hashmi S, Hess C, Hsu K, Lui YW, Maldjian JA, Michel P, Nalawade SS, Patel V, Raghavan P, Sair HI, Tanabe J, Welker K, Whitlow CT, Zaharchuk G, Wintermark M. Jiang B, et al. Among authors: zaharchuk g. AJNR Am J Neuroradiol. 2024 May 3:ajnr.A8317. doi: 10.3174/ajnr.A8317. Online ahead of print. AJNR Am J Neuroradiol. 2024. PMID: 38663992
Erratum to: Velocity-selective arterial spin labeling perfusion MRI: A review of the state of the art and recommendations for clinical implementation (Magn Reson Med. 2022; 88:1528-1547).
Qin Q, Alsop DC, Bolar DS, Hernandez-Garcia L, Meakin J, Liu D, Nayak KS, Schmid S, van Osch MJP, Wong EC, Woods JG, Zaharchuk G, Zhao MY, Zun Z, Guo J. Qin Q, et al. Among authors: zaharchuk g. Magn Reson Med. 2024 Apr 24. doi: 10.1002/mrm.30099. Online ahead of print. Magn Reson Med. 2024. PMID: 38659147 No abstract available.
Recommendations for quantitative cerebral perfusion MRI using multi-timepoint arterial spin labeling: Acquisition, quantification, and clinical applications.
Woods JG, Achten E, Asllani I, Bolar DS, Dai W, Detre JA, Fan AP, Fernández-Seara MA, Golay X, Günther M, Guo J, Hernandez-Garcia L, Ho ML, Juttukonda MR, Lu H, MacIntosh BJ, Madhuranthakam AJ, Mutsaerts HJ, Okell TW, Parkes LM, Pinter N, Pinto J, Qin Q, Smits M, Suzuki Y, Thomas DL, Van Osch MJP, Wang DJJ, Warnert EAH, Zaharchuk G, Zelaya F, Zhao M, Chappell MA; ISMRM Perfusion Study Group. Woods JG, et al. Among authors: zaharchuk g. Magn Reson Med. 2024 Apr 9. doi: 10.1002/mrm.30091. Online ahead of print. Magn Reson Med. 2024. PMID: 38594906
A Clinical and Imaging Fused Deep Learning Model Matches Expert Clinician Prediction of 90-Day Stroke Outcomes.
Liu Y, Shah P, Yu Y, Horsey J, Ouyang J, Jiang B, Yang G, Heit JJ, McCullough-Hicks ME, Hugdal SM, Wintermark M, Michel P, Liebeskind DS, Lansberg MG, Albers GW, Zaharchuk G. Liu Y, et al. Among authors: zaharchuk g. AJNR Am J Neuroradiol. 2024 Apr 8;45(4):406-411. doi: 10.3174/ajnr.A8140. AJNR Am J Neuroradiol. 2024. PMID: 38331959 Free article.
Random expert sampling for deep learning segmentation of acute ischemic stroke on non-contrast CT.
Ostmeier S, Axelrod B, Liu Y, Yu Y, Jiang B, Yuen N, Pulli B, Verhaaren BFJ, Kaka H, Wintermark M, Michel P, Mahammedi A, Federau C, Lansberg MG, Albers GW, Moseley ME, Zaharchuk G, Heit JJ. Ostmeier S, et al. Among authors: zaharchuk g. J Neurointerv Surg. 2024 Feb 1:jnis-2023-021283. doi: 10.1136/jnis-2023-021283. Online ahead of print. J Neurointerv Surg. 2024. PMID: 38302420
254 results