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Ying-Yu Chen

As seen in: Medium, Nature, Wiley Online Library, Taylor & Francis Online, BioRxiv, emerald insight, Equal Times
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Articles

Global applicability of meridian yoga for the improvement of neuropathic pain in breast cancer survivors: a single-blind randomised controlled trial

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By Ying-Yu Chen, Ting-Yi Liao, Ping Chuang, Chih-Ying Liao, Huang-Wei Lo
| Nature Verified
Abstract Chemotherapy-induced peripheral neuropathy (CIPN) is a disabling complication in breast cancer survivors that lacks effective treatments. This trial investigates whether meridian yoga, a therapy combining classical postures with meridian-based stretches, addresses the physiological effects of CIPN. This study is a single-centre, assessor-blinded, randomised controlled trial registered at ClinicalTrials.gov (NCT05959811).
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Evaluating the Potential Immunostimulatory Effects of Cryptomeria japonica Leaf Essential Oil on Honey Bees (Apis mellifera)

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By Hao-Yung Wang, Ying-Yu Chen, Chin-Jung Liu, Shih-Wei Huang
| Wiley Online Library Verified
Conflicts of Interest The authors declare no conflicts of interest. Supporting Information Filename Description arch70040-sup-0001-SI_File_1.xlsx2.2 MB Supporting information. arch70040-sup-0002-SI_R2.docx344.1 KB Supporting information. References , , , , , and . 2009. “Immune Suppression in the Honey Bee (Apis mellifera) Following Infection by Nosema ceranae (Microsporidia).” Environmental Microbiology 11: 2284–2290. , , , , and . 2012.
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深度學習基本概念：Pooling

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By Ying-Yu Chen
| Medium
Ying-Yu Chen · Follow 8 min read · -- 最近剛好被問到跟 pooling 有關的問題，於是難得又寫了機器學習前幾堂課會教到的主題🤣 Pooling layer 是 Convolution Neural Networks（CNNs）早期經常使用的結構之一，用於壓縮在模型內處理的特徵資訊，不過現在的 CNN 已經比較少在模型中大量使用 pooling 了，通常頂多用在模型的淺層，或在 fully-connected layer 前將特徵壓縮到一維。（至於為什麼少用，請見後面「Max pooling 和 average pooling 的使用時機，以及為什麼現在比較少用了」段落） 不過 pooling 仍然算是深度學習基本且重要的概念之一，所以還是寫一篇文章來簡單介紹一下～除此之外，加上 convolution layer、activation function 的介紹可以一覽 CNN 的基本組成要素： 深度學習基本概念：Convolution layer 從直觀理解到手算參數與計算量 medium.com 深度學習基本概念：Activation...
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