M. Ethan MacDonald

33 papers Journal 22Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Atlas Construction and Validation Using Cone-Beam Computed Tomography Images of Healthy Adult Human Hands. ISBI Yousif Al-Khoury, Abdoljalil Addeh, Biniyam K. Mezgebo, M. Ethan MacDonald, Sarah L. Manske
2025	—	`conf`	Attention-Enhanced UNet for Automated Gleason Score 3 Tumor Segmentation in Histopathological Whole Slide Images. ISBI Biniyam Mezgebo, Joema Lima, Abdoljalil Addeh, Yousif Al-Khoury, Wooju Chung, Tarek A. Bismar, M. Ethan MacDonald, Dylan R. Pillai
2025	J	`jnl`	CL-GAN: A progressive curriculum learning approach for bone CT super-resolution. Comput. Biol. Medicine Yousif Al-Khoury, Camille P. Figueiredo, Josephine Therkildsen, Stephanie Finzel, Tadiwa H. Waungana, Justen Saini, Fernando Vega-Lara, Claire E. H. Barber, Glen S. Hazlewood, M. Ethan MacDonald, Sarah L. Manske
2025	J	`jnl`	Direct Estimation of Pediatric Heart Rate Variability from BOLD-fMRI: A Machine Learning Approach Using Dynamic Connectivity. CoRR Abdoljalil Addeh, Karen Ardila, Rebecca J. Williams, G. Bruce Pike, M. Ethan MacDonald
2025	J	`jnl`	Exploring the Preprocessing of a Time-Series Healthcare Administrative Dataset on Deep Learning to Improve Prediction. IEEE Access Faezehsadat Shahidi, M. Ethan MacDonald, Dallas Seitz, Rebecca Barry, Geoffrey G. Messier
2025	J	`jnl`	Genetic Influences on Brain Aging: Analyzing Sex Differences in the UK Biobank using Structural MRI. CoRR Karen Ardila, Aashka Mohite, Abdoljalil Addeh, Amanda V. Tyndall, Cindy K. Barha, Quan Long, M. Ethan MacDonald
2025	—	`conf`	Reconstructing Heart Rate Variation from Bold-FMRI Using 1D-CNN and GRU Networks with Dynamic Functional Connectivity-Based ROIs. ISBI Abdoljalil Addeh, Yousif Al Khoury, Biniyam Kahsay Mezgebo, Susanne Schmid, G. Bruce Pike, M. Ethan MacDonald
2025	J	`jnl`	Synchronous Image-Label Diffusion Probability Model With Application to Stroke Lesion Segmentation on Non-Contrast CT. IEEE Trans. Neural Networks Learn. Syst. Jianhai Zhang, Tonghua Wan, M. Ethan MacDonald, Bijoy K. Menon, Aravind Ganesh, Wu Qiu
2024	—	`conf`	Enhancing Risk Prediction in Mental Health Using Ensemble Hybrid Models and Administrative Healthcare Data with Irregular Intervals. BIBM Faezehsadat Shahidi, M. Ethan MacDonald, Dallas Seitz, Rebecca Barry, Geoffrey G. Messier
2024	J	`jnl`	Machine Learning-based Estimation of Respiratory Fluctuations in a Healthy Adult Population using BOLD fMRI and Head Motion Parameters. CoRR Abdoljalil Addeh, Fernando Vega, Rebecca J. Williams, G. Bruce Pike, M. Ethan MacDonald
2024	—	`conf`	Radiation Dose Reduction in Computed Tomography Perfusion of Acute Ischemic Stroke Patients Using a Denoising Autoencoder. ISBI Pattarawut Charatpangoon, Pauline Delannoy, Connor McDougall, Fernando Vega, Aashka Mohite, Philip Barber, Bijoy K. Menon, Aravind Ganesh, M. Ethan MacDonald
2024	—	`conf`	Synchronous Image-Label Diffusion with Anisotropic Noise for Stroke Lesion Segmentation on Non-Contrast CT. MICCAI (2) Jianhai Zhang, Tonghua Wan, M. Ethan MacDonald, Bijoy K. Menon, Wu Qiu, Aravind Ganesh
2024	J	`jnl`	The Useful Side of Motion: Using Head Motion Parameters to Correct for Respiratory Confounds in BOLD fMRI. CoRR Abdoljalil Addeh, G. Bruce Pike, M. Ethan MacDonald
2024	J	`jnl`	Three-Dimensional Amyloid-Beta PET Synthesis from Structural MRI with Conditional Generative Adversarial Networks. CoRR Fernando Vega, Abdoljalil Addeh, M. Ethan MacDonald
2023	—	`conf`	A Deep Multi-Modal Cyber-Attack Detection in Industrial Control Systems. ICIT Sepideh Bahadoripour, M. Ethan MacDonald, Hadis Karimipour
2023	J	`jnl`	A Deep Multi-Modal Cyber-Attack Detection in Industrial Control Systems. CoRR Sepideh Bahadoripour, M. Ethan MacDonald, Hadis Karimipour
2023	—	`conf`	A Multitask Deep Learning Model for Voxel-Level Brain Age Estimation. MLMI@MICCAI (2) Neha Gianchandani, Johanna Ospel, M. Ethan MacDonald, Roberto Souza
2023	J	`jnl`	A voxel-level approach to brain age prediction: A method to assess regional brain aging. CoRR Neha Gianchandani, Mahsa Dibaji, Johanna Ospel, Fernando Vega, Mariana P. Bento, M. Ethan MacDonald, Roberto Souza
2023	J	`jnl`	Amyloid-Beta Axial Plane PET Synthesis from Structural MRI: An Image Translation Approach for Screening Alzheimer's Disease. CoRR Fernando Vega, Abdoljalil Addeh, M. Ethan MacDonald
2023	J	`jnl`	Denoising Simulated Low-Field MRI (70mT) using Denoising Autoencoders (DAE) and Cycle-Consistent Generative Adversarial Networks (Cycle-GAN). CoRR Fernando Vega, Abdoljalil Addeh, M. Ethan MacDonald
2023	J	`jnl`	Direct machine learning reconstruction of respiratory variation waveforms from resting state fMRI data in a pediatric population. NeuroImage Abdoljalil Addeh, Fernando Vega, Prathistith Raj Medi, Rebecca J. Williams, G. Bruce Pike, M. Ethan MacDonald
2023	—	`conf`	Limitations Of the Derived Respiratory Variation Measurements Used in Functional Magnetic Resonance Imaging. ISBI Abdoljalil Addeh, Karen Ardila, Fernando Vega, Ali Golestani, M. Ethan MacDonald
2023	J	`jnl`	Reframing the Brain Age Prediction Problem to a More Interpretable and Quantitative Approach. CoRR Neha Gianchandani, Mahsa Dibaji, Mariana P. Bento, M. Ethan MacDonald, Roberto Souza
2023	J	`jnl`	Synchronous Image-Label Diffusion Probability Model with Application to Stroke Lesion Segmentation on Non-contrast CT. CoRR Jianhai Zhang, Tonghua Wan, M. Ethan MacDonald, Bijoy K. Menon, Aravind Ganesh, Qiu Wu
2023	J	`jnl`	The Effect of Epidemiological Cohort Creation on the Machine Learning Prediction of Homelessness and Police Interaction Outcomes Using Administrative Health Care Data. CoRR Faezehsadat Shahidi, M. Ethan MacDonald, Dallas Seitz, Geoffrey G. Messier
2023	J	`jnl`	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 Abdoljalil Addeh, Fernando Vega, Rebecca J. Williams, Ali Golestani, G. Bruce Pike, M. Ethan MacDonald
2023	—	`conf`	Using Machine Learning to Study the Effects of Genetic Predisposition on Brain Aging in the UK Biobank. ISBI Karen Ardila, Emily Munro, Fernando Vega, Aashka Mohite, Charlotte Curtis, Amanda V. Tyndall, M. Ethan MacDonald
2022	J	`jnl`	Invertible Modeling of Bidirectional Relationships in Neuroimaging With Normalizing Flows: Application to Brain Aging. IEEE Trans. Medical Imaging Matthias Wilms, Jordan J. Bannister, Pauline Mouches, M. Ethan MacDonald, Deepthi Rajashekar, Sönke Langner, Nils D. Forkert
2020	—	`conf`	Bidirectional Modeling and Analysis of Brain Aging with Normalizing Flows. MLCN/RNO-AI@MICCAI Matthias Wilms, Jordan J. Bannister, Pauline Mouches, M. Ethan MacDonald, Deepthi Rajashekar, Sönke Langner, Nils D. Forkert
2020	J	`jnl`	Bidirectional Modeling and Analysis of Brain Aging with Normalizing Flows. CoRR Matthias Wilms, Jordan J. Bannister, Pauline Mouches, M. Ethan MacDonald, Deepthi Rajashekar, Sönke Langner, Nils D. Forkert
2018	J	`jnl`	Gas-free calibrated fMRI with a correction for vessel-size sensitivity. NeuroImage Avery J. L. Berman, Erin L. Mazerolle, M. Ethan MacDonald, Nicholas P. Blockley, Wen-Ming Luh, G. Bruce Pike
2018	J	`jnl`	Modeling hyperoxia-induced BOLD signal dynamics to estimate cerebral blood flow, volume and mean transit time. NeuroImage M. Ethan MacDonald, Avery J. L. Berman, Erin L. Mazerolle, Rebecca J. Williams, G. Bruce Pike
2018	J	`jnl`	Whole head quantitative susceptibility mapping using a least-norm direct dipole inversion method. NeuroImage Hongfu Sun, Yuhan Ma, M. Ethan MacDonald, G. Bruce Pike