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Miao Zhang
Institutions:
Stanford Medicine,
Stanford University
Observed institutions:
Stanford Medicine,
Stanford University
ORCID:
0000-0002-1869-9118
Observed ORCID:
0000-0002-1869-9118
OpenAlex ID:
A5100376466
Federated Learning for Breast Density Classification: A Real-World Implementation
2020
·
Holger R. Roth
, Ken Chang
, et al.
·
Lecture notes in computer science
·
215
PDF
SplitAVG: A Heterogeneity-Aware Federated Deep Learning Method for Medical Imaging
2022
·
Miao Zhang
, Liangqiong Qu
, et al.
·
IEEE Journal of Biomedical and Health Informatics
·
111
Handling data heterogeneity with generative replay in collaborative learning for medical imaging
2022
·
Liangqiong Qu
, Niranjan Balachandar
, et al.
·
Medical Image Analysis
·
42
Revealing the impact of lifestyle stressors on the risk of adverse pregnancy outcomes with multitask machine learning
2022
·
Martin Becker
, Jennifer Dai
, et al.
·
Frontiers in Pediatrics
·
6
Quantitative assessment of neonatal health using dried blood spot metabolite profiles and deep learning
2026
·
Alan L. Chang
, Jonathan D. Reiss
, et al.
·
Science Translational Medicine
·
5
Augmenting Discriminative Correlation Filters with Stereo Blob Tracking for Long-Term Tracking of Underwater Animals
2021
·
Miao Zhang
, Stephen Rock
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Works count:
6
Citation count:
379
H-index:
5
I10-index:
3
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