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Automated Measurement of Pelvic Parameters Using CNN in Spinal Conditions: Overcoming Challenges in Coronal Deformity Cases
Background context: Accurate and consistent measurement of sagittal alignment is challenging, particularly in patients with severe …
Yejin Jeong
,
Dong-Ho Kang
,
Sung Taeck Kim
,
Younguk Kim
,
Du Hyun Ro
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PPSD GAN: PPSD-informed Generative Model for Ambient Seismic Noise Synthesizing
Extensive research has been conducted in the domain of seismic noise to enhance the quality of seismic signals. However, despite these …
Keunsuk Cho
,
Jeong-un Ha
,
Jihun Lim
,
Jongwon Han
,
Seungryong Kim
,
Donghun Lee
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Bypassing Stationary Points in Training Deep Learning Models
Gradient-descent-based optimizers are prone to slowdowns in training deep learning models, as stationary points are ubiquitous in the …
Jaeheun Jung
,
Donghun Lee
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Bias-Corrected Q-Learning With Multistate Extension
Q-learning is a sample-based model-free algorithm that solves Markov decision problems asymptotically, but in finite time, it can …
Donghun Lee
,
Warren B. Powell
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