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Alan Wang
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Year
Deep-learning-based optimization of the under-sampling pattern in MRI
CD Bahadir, AQ Wang, AV Dalca, MR Sabuncu
IEEE Transactions on Computational Imaging 6, 1139-1152, 2020
1402020
Extending LOUPE for K-space Under-sampling Pattern Optimization in Multi-coil MRI
J Zhang, H Zhang, A Wang, Q Zhang, M Sabuncu, P Spincemaille, ...
Machine Learning for Medical Image Reconstruction: Third International …, 2020
372020
Neural network-based reconstruction in compressed sensing MRI without fully-sampled training data
AQ Wang, AV Dalca, MR Sabuncu
Machine Learning for Medical Image Reconstruction: Third International …, 2020
292020
Hyperrecon: Regularization-agnostic cs-mri reconstruction with hypernetworks
AQ Wang, AV Dalca, MR Sabuncu
Machine Learning for Medical Image Reconstruction: 4th International …, 2021
262021
KeyMorph: Robust multi-modal affine registration via unsupervised keypoint detection
MY Evan, AQ Wang, AV Dalca, MR Sabuncu
Medical imaging with deep learning, 2022
252022
A robust and interpretable deep learning framework for multi-modal registration via keypoints
AQ Wang, MY Evan, AV Dalca, MR Sabuncu
Medical Image Analysis 90, 102962, 2023
132023
Deep learning analysis of blood flow sounds to detect arteriovenous fistula stenosis
G Zhou, Y Chen, C Chien, L Revatta, J Ferdous, M Chen, S Deb, ...
NPJ Digital Medicine 6 (1), 163, 2023
92023
Computing multiple image reconstructions with a single hypernetwork
AQ Wang, AV Dalca, MR Sabuncu
arXiv preprint arXiv:2202.11009, 2022
92022
Neural pre-processing: A learning framework for end-to-end brain mri pre-processing
X He, AQ Wang, MR Sabuncu
International Conference on Medical Image Computing and Computer-Assisted …, 2023
62023
Hyper-convolutions via implicit kernels for medical image analysis
T Ma, AQ Wang, AV Dalca, MR Sabuncu
Medical Image Analysis 86, 102796, 2023
6*2023
A flexible Nadaraya-Watson head can offer explainable and calibrated classification
AQ Wang, MR Sabuncu
arXiv preprint arXiv:2212.03411, 2022
62022
A Framework for Interpretability in Machine Learning for Medical Imaging
AQ Wang, BK Karaman, H Kim, J Rosenthal, R Saluja, SI Young, ...
IEEE Access, 2024
42024
Knockout: A simple way to handle missing inputs
M Nguyen, BK Karaman, H Kim, AQ Wang, F Liu, MR Sabuncu
arXiv preprint arXiv:2405.20448, 2024
22024
Learning invariant representations with a nonparametric nadaraya-watson head
A Wang, M Nguyen, M Sabuncu
Advances in Neural Information Processing Systems 36, 2024
22024
Measuring Success, One Sensor at a Time: A Sensing Infrastructure for Longitudinal Workspace Behavior Monitoring
B Li, A Tavakoli, A Wang, N Kaur, L Barnes, A Doryab, A Heydarian
Proceedings of the 10th ACM International Conference on Systems for Energy …, 2023
22023
A coordinate-regression-based deep learning model for catheter detection during structural heart interventions
M Aghasizade, A Kiyoumarsioskouei, S Hashemi, M Torabinia, A Caprio, ...
Applied Sciences 13 (13), 7778, 2023
22023
A Pilot Study Investigating Student Interaction Preferences in Immersive Virtual Reality Environments
AS Gill, DS Irwin, S Mareta, D Towey, A Wang, Y Zhang
2022 IEEE International Conference on Teaching, Assessment and Learning for …, 2022
22022
Joint optimization of hadamard sensing and reconstruction in compressed sensing fluorescence microscopy
AQ Wang, AK LaViolette, L Moon, C Xu, MR Sabuncu
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
22021
BrainMorph: A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration
AQ Wang, R Saluja, H Kim, X He, A Dalca, MR Sabuncu
arXiv preprint arXiv:2405.14019, 2024
12024
Adapting to Shifting Correlations with Unlabeled Data Calibration
M Nguyen, AQ Wang, H Kim, MR Sabuncu
arXiv preprint arXiv:2409.05996, 2024
2024
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Articles 1–20