M. Ethan MacDonald

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Functional Magnetic Resonance Imaging

Top Venues

MLMI@MICCAI (2)

Publications

Abdoljalil Addeh, Fernando Vega, Rebecca J. Williams, G. Bruce Pike, M. Ethan MacDonald
Machine Learning-based Estimation of Respiratory Fluctuations in a Healthy Adult Population using BOLD fMRI and Head Motion Parameters. CoRR (2024)
Fernando Vega, Abdoljalil Addeh, M. Ethan MacDonald
Three-Dimensional Amyloid-Beta PET Synthesis from Structural MRI with Conditional Generative Adversarial Networks. CoRR (2024)
Abdoljalil Addeh, Fernando Vega, Rebecca J. Williams, Ali Golestani, G. Bruce Pike, M. Ethan MacDonald
Using BOLD-fMRI to Compute the Respiration Volume per Time (RTV) and Respiration Variation (RV) with Convolutional Neural Networks (CNN) in the Human Connectome Development Cohort. CoRR (2023)
Faezehsadat Shahidi, M. Ethan MacDonald, Dallas Seitz, Geoffrey Messier
The Effect of Epidemiological Cohort Creation on the Machine Learning Prediction of Homelessness and Police Interaction Outcomes Using Administrative Health Care Data. CoRR (2023)
Abdoljalil Addeh, Fernando Vega, Prathistith Raj Medi, Rebecca J. Williams, G. Bruce Pike, M. Ethan MacDonald
Direct machine learning reconstruction of respiratory variation waveforms from resting state fMRI data in a pediatric population. NeuroImage 269 (2023)
Sepideh Bahadoripour, M. Ethan MacDonald, Hadis Karimipour
A Deep Multi-Modal Cyber-Attack Detection in Industrial Control Systems. ICIT (2023)
Neha Gianchandani, Johanna Ospel, M. Ethan MacDonald, Roberto Souza
A Multitask Deep Learning Model for Voxel-Level Brain Age Estimation. MLMI@MICCAI (2) (2023)
Abdoljalil Addeh, Karen Ardila, Fernando Vega, Ali Golestani, M. Ethan MacDonald
Limitations Of the Derived Respiratory Variation Measurements Used in Functional Magnetic Resonance Imaging. ISBI (2023)
Neha Gianchandani, Mahsa Dibaji, Johanna Ospel, Fernando Vega, Mariana P. Bento, M. Ethan MacDonald, Roberto Souza
A voxel-level approach to brain age prediction: A method to assess regional brain aging. CoRR (2023)
Fernando Vega, Abdoljalil Addeh, M. Ethan MacDonald
Denoising Simulated Low-Field MRI (70mT) using Denoising Autoencoders (DAE) and Cycle-Consistent Generative Adversarial Networks (Cycle-GAN). CoRR (2023)
Karen Ardila, Emily Munro, Fernando Vega, Aashka Mohite, Charlotte Curtis, Amanda V. Tyndall, M. Ethan MacDonald
Using Machine Learning to Study the Effects of Genetic Predisposition on Brain Aging in the UK Biobank. ISBI (2023)
Fernando Vega, Abdoljalil Addeh, M. Ethan MacDonald
Amyloid-Beta Axial Plane PET Synthesis from Structural MRI: An Image Translation Approach for Screening Alzheimer's Disease. CoRR (2023)
Sepideh Bahadoripour, M. Ethan MacDonald, Hadis Karimipour
A Deep Multi-Modal Cyber-Attack Detection in Industrial Control Systems. CoRR (2023)
Matthias Wilms, Jordan J. Bannister, Pauline Mouches, M. Ethan MacDonald, Deepthi Rajashekar, Sönke Langner, Nils D. Forkert
Invertible Modeling of Bidirectional Relationships in Neuroimaging With Normalizing Flows: Application to Brain Aging. IEEE Trans. Medical Imaging 41 (9) (2022)
Matthias Wilms, Jordan J. Bannister, Pauline Mouches, M. Ethan MacDonald, Deepthi Rajashekar, Sönke Langner, Nils D. Forkert
Bidirectional Modeling and Analysis of Brain Aging with Normalizing Flows. CoRR (2020)
Matthias Wilms, Jordan J. Bannister, Pauline Mouches, M. Ethan MacDonald, Deepthi Rajashekar, Sönke Langner, Nils D. Forkert
Bidirectional Modeling and Analysis of Brain Aging with Normalizing Flows. MLCN/RNO-AI@MICCAI (2020)
Avery J. L. Berman, Erin L. Mazerolle, M. Ethan MacDonald, Nicholas P. Blockley, Wen-Ming Luh, G. Bruce Pike
Gas-free calibrated fMRI with a correction for vessel-size sensitivity. NeuroImage 169 (2018)
Hongfu Sun, Yuhan Ma, M. Ethan MacDonald, G. Bruce Pike
Whole head quantitative susceptibility mapping using a least-norm direct dipole inversion method. NeuroImage 179 (2018)
M. Ethan MacDonald, Avery J. L. Berman, Erin L. Mazerolle, Rebecca J. Williams, G. Bruce Pike
Modeling hyperoxia-induced BOLD signal dynamics to estimate cerebral blood flow, volume and mean transit time. NeuroImage 178 (2018)