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Mia Garrard
Mia Garrard
Senior Machine Learning Engineer, Facebook
在 umich.edu 的电子邮件经过验证 - 首页
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Rapid intraoperative histology of unprocessed surgical specimens via fibre-laser-based stimulated Raman scattering microscopy
DA Orringer, B Pandian, YS Niknafs, TC Hollon, J Boyle, S Lewis, ...
Nature biomedical engineering 1 (2), 0027, 2017
5302017
Detection of human brain tumor infiltration with quantitative stimulated Raman scattering microscopy
M Ji, S Lewis, S Camelo-Piragua, SH Ramkissoon, M Snuderl, S Venneti, ...
Science translational medicine 7 (309), 309ra163-309ra163, 2015
3272015
Rapid intraoperative diagnosis of pediatric brain tumors using stimulated Raman histology
TC Hollon, S Lewis, B Pandian, YS Niknafs, MR Garrard, H Garton, ...
Cancer research 78 (1), 278-289, 2018
1272018
Looper: An end-to-end ml platform for product decisions
IL Markov, H Wang, NS Kasturi, S Singh, MR Garrard, Y Huang, ...
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
122022
Rapid intraoperative histology of unprocessed surgical specimens via fibre-laser-based stimulated Raman scattering microscopy. Nature biomedical engineering. 2017; 1 (2): 0027
DA Orringer, B Pandian, YS Niknafs, TC Hollon, J Boyle, S Lewis, ...
DOI: https://doi. org/10.1038/s41551-016-0027. PMID: https://www. ncbi. nlm …, 0
12
Interpretable personalized experimentation
H Wu, S Tan, W Li, M Garrard, A Obeng, D Dimmery, S Singh, H Wang, ...
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
82022
Distilling heterogeneity: From explanations of heterogeneous treatment effect models to interpretable policies
H Wu, S Tan, W Li, M Garrard, A Obeng, D Dimmery, S Singh, H Wang, ...
arXiv preprint arXiv:2111.03267, 2021
22021
Virtual brain tumor histopathology and immunohistochemistry with stimulated raman scattering microscopy.
SB Lewis, B Pandian, T Hollon, Y Niknafs, M Garrard, S Camelo-Piragua, ...
Journal of Clinical Oncology 35 (15_suppl), e13511-e13511, 2017
12017
Practical Policy Optimization with Personalized Experimentation
M Garrard, H Wang, B Letham, S Singh, A Kazerouni, S Tan, Z Wang, ...
arXiv preprint arXiv:2303.17648, 2023
2023
Scalable End-to-End ML Platforms: from AutoML to Self-serve
IL Markov, PA Apostolopoulos, MR Garrard, T Qie, Y Huang, T Gupta, A Li, ...
arXiv preprint arXiv:2302.14139, 2023
2023
Practical Policy Optimization with Personalized Experimentation
EB Mia Garrard, Hanson Wang, Ben Letham, Shaun Singh, Abbas Kazerouni, Sarah ...
NeurIPS Workshop: Causal Inference Challenges in Sequential Decision Making …, 2021
2021
Stimulated Raman histology in brain tumors: A label free microscopic technique utilizing fresh unprocessed tissue
S Camelo-Piragua, S Camelo-Piragua, B Pandian, Y Niknafs, T Hollon, ...
JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY 76 (6), 525-525, 2017
2017
TRTH-02. STIMULATED RAMAN SCATTERING MICROSCOPY PROVIDES RAPID, DIAGNOSTIC HISTOPATHOLOGIC IMAGES DURING PEDIATRIC BRAIN TUMOR SURGERY
T Hollon, M Garrard, J Tarpeh, B Pandian, Y Niknafs, H Garton, C Maher, ...
Neuro-oncology, 2017
2017
Stimulated Raman scattering microscopy provides histopathologic images for accurate intraoperative diagnosis of pediatric brain tumors
T Holton, M Garrard, B Pandian, H Garton, C Maher, K Muraszko, ...
JOURNAL OF NEUROSURGERY 126 (4), A1384-A1384, 2017
2017
Use of Stimulated Raman Scattering Microscopy for Quantitative Brain Tumor Imaging
S Lewis, M Ji, S Camelo-Piragua, S Venneti, A Fisher-Hubbard, ...
JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY 74 (6), 595-595, 2015
2015
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