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Ying Hou on Muck Rack

Ying Hou

As seen in: Amazon Web Services, Color Research & Application, Nature, Wiley Online Library, Clinical Rehabilitation, MDPI, ACS Publications, BMC Cancer, Royal Society of Chemistry, Dove Medical Press and
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Articles

Run agent-driven Amazon SageMaker HyperPod operations with InstantStart

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By Hao Zheng, Anoop Saha, Ying Hou
| Amazon Web Services
If you run foundation model (FM) workloads on Amazon SageMaker HyperPod, you know the work is rarely a single task. It is a chain of dependent ones. An infrastructure team creates the network and control plane, attaches accelerator capacity, and installs cluster dependencies in the right order. It also prepares storage and identity, keeps distributed jobs alive through hardware faults, deploys model servers, and watches all of it.
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Transformer-enhanced generative adversarial networks for improving MR image quality in prostate imaging

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By Jie Bao, Litao Zhao, Ying Hou, Junkang Shen, Ximing Wang, Pheng-Ann Heng, Chunhong Hu, Yu-Dong Zhang, Yueting Su, Libiao Ji, Hai-lin Shen
| Nature Verified
Abstract Consistently high-quality and standardized prostate MRI is crucial for reliable PI-RADS interpretation, yet substantial inter-site variability remains a clinical challenge. We developed and validated PST-CyGAN, an anatomy-aware CycleGAN framework integrating pyramid-spatially adaptive normalization and transformer enhancement, to standardize and improve prostate T2-weighted imaging (T2WI) quality across multicenter datasets.
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Interpreting the Efficacy of Liposomal Bupivacaine in Fascial Plane Blocks for Elderly Patients: A Methodological Reappraisal [Letter]

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By Ying Hou, Yang Yu, Hongyu Gai
| Dove Medical Press
Back to Journals » Drug Design, Development and Therapy » Volume 20 Authors Gai H, Hou Y, Yu Y Received 12 August 2026 Accepted for publication 18 August 2026 Published 22 August 2026 Volume 2026:20 648062 DOI https://doi.org/10.2147/DDDT.S648062 Checked for plagiarism Yes Editor who approved publication: Prof.
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