Jacob Levman

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 10

Top Topics

Medical Imaging

Magnetic Resonance Imaging

Diffusion Model

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Publications

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) (2024)
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 (2023)
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)
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)
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) (2022)
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 (2022)
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 (2022)
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) (2020)
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) (2019)
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 (2019)
Gul N. Khan, Jacob Levman, Javad Alirezaie
Hardware-Software Co-Synthesis of Heterogeneous Embedded Computer Systems. CCECE (2006)