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Jacob Levman
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2020 – today
- 2024
- [j5]David Mattie, Zihang Fang, Emi Takahashi, Lourdes Peña Castillo, Jacob Levman:
Baseline Structural Connectomics Data of Healthy Brain Development Assessed with Multi-Modal Magnetic Resonance Imaging. Inf. 15(1): 66 (2024) - 2023
- [c3]Jueqi Wang, Jacob Levman, Walter Hugo Lopez Pinaya, Petru-Daniel Tudosiu, M. Jorge Cardoso, Razvan V. Marinescu:
InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model. MICCAI (10) 2023: 438-447 - [i3]Jueqi Wang, Jacob Levman, Walter Hugo Lopez Pinaya, Petru-Daniel Tudosiu, M. Jorge Cardoso, Razvan V. Marinescu:
InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model. CoRR abs/2308.12465 (2023) - 2022
- [j4]John Valen, Indranil Balki, Mauro Mendez, Wendi Qu, Jacob Levman, Alexander Bilbily, Pascal N. Tyrrell:
Quantifying uncertainty in machine learning classifiers for medical imaging. Int. J. Comput. Assist. Radiol. Surg. 17(4): 711-718 (2022) - [c2]Jueqi Wang, Derek Berger, Erin L. Mazerolle, Othman Soufan, Jacob Levman:
Temporally Adjustable Longitudinal Fluid-Attenuated Inversion Recovery MRI Estimation / Synthesis for Multiple Sclerosis. BrainLes@MICCAI 2022: 57-67 - [i2]Jueqi Wang, Derek Berger, Erin L. Mazerolle, Jean-Alexis Delamer, Jacob Levman:
Lesion-Specific Prediction with Discriminator-Based Supervised Guided Attention Module Enabled GANs in Multiple Sclerosis. CoRR abs/2208.14533 (2022) - [i1]Jueqi Wang, Derek Berger, Erin L. Mazerolle, Othman Soufan, Jacob Levman:
Temporally Adjustable Longitudinal Fluid-Attenuated Inversion Recovery MRI Estimation / Synthesis for Multiple Sclerosis. CoRR abs/2209.04275 (2022) - 2020
- [j3]Wendi Qu, Indranil Balki, Mauro Mendez, John Valen, Jacob Levman, Pascal N. Tyrrell:
Assessing and mitigating the effects of class imbalance in machine learning with application to X-ray imaging. Int. J. Comput. Assist. Radiol. Surg. 15(12): 2041-2048 (2020)
2010 – 2019
- 2019
- [j2]Jacob Levman, Zihang Fang, Katarina Zumwalt, Liam Cogger, Lana Vasung, Patrick MacDonald, Ashley Lim, Emi Takahashi:
Asymmetric Insular Connectomics Revealed by Diffusion Magnetic Resonance Imaging Analysis of Healthy Brain Development. Brain Connect. 9(1): 2-12 (2019) - [j1]Lana Vasung, Christine J. Charvet, Tadashi Shiohama, Borjan A. Gagoski, Jacob Levman, Emi Takahashi:
Ex vivo fetal brain MRI: Recent advances, challenges, and future directions. NeuroImage 195: 23-37 (2019)
2000 – 2009
- 2006
- [c1]Gul N. Khan, Jacob Levman, Javad Alirezaie:
Hardware-Software Co-Synthesis of Heterogeneous Embedded Computer Systems. CCECE 2006: 1304-1307
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