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Muneeza  Azmat
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Year
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
17292018
SIBIA-GlS: Scalable biophysics-based image analysis for glioma segmentation
A Mang, S Tharakan, A Gholami, N Nimthani, S Subramanian, J Levitt, ...
Proc BraTS 2017 Workshop, 197-204, 2017
102017
A SWAT-based Reinforcement Learning Framework for Crop Management
M Madondo, M Azmat, K Dipietro, R Horesh, M Jacobs, A Bawa, ...
arXiv preprint arXiv:2302.04988, 2023
22023
Forecasting Soil Moisture Using Domain Inspired Temporal Graph Convolution Neural Networks To Guide Sustainable Crop Management
M Azmat, M Madondo, K Dipietro, R Horesh, A Bawa, M Jacobs, ...
arXiv preprint arXiv:2212.06565, 2022
12022
Machine learned versus analytical models for estimation of Fractional Flow Reserve (FFR) from CT-derived information
M Azmat, E Tu, KR Branch, AM Alessio
Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and …, 2021
12021
Adaptable Feature Importance Estimation Framework for Fusion-based Multimodal Deep Neural Networks
M Azmat, H Fessler, A Alessio
Journal of Nuclear Medicine 64 (supplement 1), P160-P160, 2023
2023
Towards Post-Hoc Human-Interpretability of Multimodal Neural Networks for Healthcare Applications
M Azmat
Michigan State University, 2023
2023
A Reinforcement Learning Framework Built Within a SWAT Model Physical Environment to Inform Crop Management
F O'Donncha, M Madondo, M Azmat, K Dipietro, R Horesh, M Jacobs, ...
American Geophysical Union Fall Meeting, 2022
2022
Using Temporal Graph Neural Networks to Leverage High Fidelity Observation Data for Improving Generalizability of Hydrological Models
R Horesh, M Azmat, M Madondo, F O'Donncha, A Bawa, K Dipietro, ...
AGU Fall Meeting Abstracts 2022, H31E-10, 2022
2022
Machine learned approach for estimating myocardial blood flow from dynamic CT and coronary artery disease risk factors
E Tu, M Azmat, K Branch, A Alessio
Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and …, 2021
2021
Multi-class segmentation of brain tumor using Convolution Neural Network
M Azmat
2018
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Articles 1–11