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Artificial Intelligence with Statistical Confidence Scores for Detection of Acute or Subacute Hemorrhage on Noncontrast CT Head Scans.
Gibson E, Georgescu B, Ceccaldi P, Trigan PH, Yoo Y, Das J, Re TJ, Rs V, Balachandran A, Eibenberger E, Chekkoury A, Brehm B, Bodanapally UK, Nicolaou S, Sanelli PC, Schroeppel TJ, Flohr T, Comaniciu D, Lui YW. Gibson E, et al. Radiol Artif Intell. 2022 Apr 20;4(3):e210115. doi: 10.1148/ryai.210115. eCollection 2022 May. Radiol Artif Intell. 2022. PMID: 35652116 Free PMC article.
Automated detection of critical findings in multi-parametric brain MRI using a system of 3D neural networks.
Nael K, Gibson E, Yang C, Ceccaldi P, Yoo Y, Das J, Doshi A, Georgescu B, Janardhanan N, Odry B, Nadar M, Bush M, Re TJ, Huwer S, Josan S, von Busch H, Meyer H, Mendelson D, Drayer BP, Comaniciu D, Fayad ZA. Nael K, et al. Among authors: gibson e. Sci Rep. 2021 Mar 25;11(1):6876. doi: 10.1038/s41598-021-86022-7. Sci Rep. 2021. PMID: 33767226 Free PMC article.
Quantifying and leveraging predictive uncertainty for medical image assessment.
Ghesu FC, Georgescu B, Mansoor A, Yoo Y, Gibson E, Vishwanath RS, Balachandran A, Balter JM, Cao Y, Singh R, Digumarthy SR, Kalra MK, Grbic S, Comaniciu D. Ghesu FC, et al. Among authors: gibson e. Med Image Anal. 2021 Feb;68:101855. doi: 10.1016/j.media.2020.101855. Epub 2020 Oct 14. Med Image Anal. 2021. PMID: 33260116
GAMER MRI: Gated-attention mechanism ranking of multi-contrast MRI in brain pathology.
Lu PJ, Yoo Y, Rahmanzadeh R, Galbusera R, Weigel M, Ceccaldi P, Nguyen TD, Spincemaille P, Wang Y, Daducci A, La Rosa F, Bach Cuadra M, Sandkühler R, Nael K, Doshi A, Fayad ZA, Kuhle J, Kappos L, Odry B, Cattin P, Gibson E, Granziera C. Lu PJ, et al. Among authors: gibson e. Neuroimage Clin. 2021;29:102522. doi: 10.1016/j.nicl.2020.102522. Epub 2020 Dec 3. Neuroimage Clin. 2021. PMID: 33360973 Free PMC article.
The semiotics of medical image Segmentation.
Baxter JSH, Gibson E, Eagleson R, Peters TM. Baxter JSH, et al. Among authors: gibson e. Med Image Anal. 2018 Feb;44:54-71. doi: 10.1016/j.media.2017.11.007. Epub 2017 Nov 21. Med Image Anal. 2018. PMID: 29190576
881 results