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Alexander Lachapelle

Alexander S. Lachapelle

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2020 – today

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2024
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  - journals/ml/YangEOLSELC24
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Jenny Yang, Rasheed El-Bouri, Odhran O'Donoghue, Alexander S. Lachapelle, Andrew A. S. Soltan, David W. Eyre, Lei Lu, David A. Clifton:
Deep reinforcement learning for multi-class imbalanced training: applications in healthcare. Mach. Learn. 113(5): 2655-2674 (2024)
2022
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  - journals/corr/abs-2205-12070
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Jenny Yang, Rasheed El-Bouri, Odhran O'Donoghue, Alexander S. Lachapelle, Andrew A. S. Soltan, David A. Clifton:
Deep Reinforcement Learning for Multi-class Imbalanced Training. CoRR abs/2205.12070 (2022)

2010 – 2019

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2018
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  - journals/pnas/LindseyDCLMSHGG18
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Robert V. Lindsey, Aaron Daluiski, Sumit Chopra, Alexander Lachapelle, Michael Mozer, Serge Sicular, Douglas Hanel, Michael Gardner, Anurag Gupta, Robert Hotchkiss, Hollis Potter:
Deep neural network improves fracture detection by clinicians. Proc. Natl. Acad. Sci. USA 115(45): 11591-11596 (2018)

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