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Lin Ma
Lin Ma
Medical Physics Resident, University of Pennsylvania
Verified email at pennmedicine.upenn.edu
Title
Cited by
Cited by
Year
Robustness study of noisy annotation in deep learning based medical image segmentation
S Yu, M Chen, E Zhang, J Wu, H Yu, Z Yang, L Ma, X Gu, W Lu
Physics in Medicine & Biology 65 (17), 175007, 2020
402020
Deep learning-based medical image segmentation with limited labels
W Chi, L Ma, J Wu, M Chen, W Lu, X Gu
Physics in Medicine & Biology 65 (23), 235001, 2020
332020
Deep learning-based inverse mapping for fluence map prediction
L Ma, M Chen, X Gu, W Lu
Physics in Medicine & Biology 65 (23), 235035, 2020
282020
Deep-learning and radiomics ensemble classifier for false positive reduction in brain metastases segmentation
Z Yang, M Chen, M Kazemimoghadam, L Ma, S Stojadinovic, ...
Physics in Medicine & Biology 67 (2), 025004, 2022
142022
Registration‐guided deep learning image segmentation for cone beam CT–based online adaptive radiotherapy
L Ma, W Chi, HE Morgan, MH Lin, M Chen, D Sher, D Moon, DT Vo, ...
Medical physics 49 (8), 5304-5316, 2022
52022
Mixed secondary chromatin structure revealed by modeling radiation-induced DNA fragment length distribution
W Ma, C Gu, L Ma, C Fan, C Zhang, Y Sun, C Li, G Yang
Science China Life Sciences 63, 825-834, 2020
42020
Generalizability of deep learning based fluence map prediction as an inverse planning approach
L Ma, M Chen, X Gu, W Lu
arXiv preprint arXiv:2104.15032, 2021
32021
Ensemble learning for glioma patients overall survival prediction using pre-operative MRIs
Z Yang, M Chen, M Kazemimoghadam, L Ma, S Stojadinovic, Z Wardak, ...
Physics in Medicine & Biology 67 (24), 245002, 2022
12022
Volumetric dose extension for isodose tuning
L Ma, M Chen, X Gu, W Lu
Medical physics 49 (4), 2159-2171, 2022
2022
An Artificial Intelligence Approach for Automatic Delineation of Para-Aortic Clinical Target Volume
W Chi, P D'Cunha, M Chen, L Ma, M Kazemimoghadam, Z Yang, X Gu, ...
International Journal of Radiation Oncology* Biology* Physics 111 (3), e617, 2021
2021
Generalizability Study of a Fluence Map Prediction Network
L Ma, M Chen, X Gu, W Lu
International Journal of Radiation Oncology, Biology, Physics 111 (3), S23, 2021
2021
Deep Learning Neural Network for Automatic Delineation of Para-Aortic Clinical Target Volume
W Lu, P DCunha, W Chi, M Chen, L Ma, M Kazemimoghadam, Z Yang, ...
MEDICAL PHYSICS 48 (6), 2021
2021
Optimization-free ultrafast inverse planning framework
L Ma, M Chen, X Gu, W Lu
Medical Physics 47 (6), E332, 2020
2020
Direct Fluence Map Prediction From Beam Eye View of Targets and Organs
L Ma, M Chen, D Nguyen, S Jiang, X Gu, W Lu
Medical Physics 46 (6), E472, 2019
2019
Detecting Errors in Radiotherapy Treatment Plans Using Deep Learning
L Ma, D Nguyen, Y Yan, A Pompos, J Tan, W Lu, R Hannan, S Jiang
Medical Physics 45 (6), E273, 2018
2018
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