Eshan – Medium

Eshan

Eshan

Alpha Camp LLM 回訓心得

在上週參加了Alpha Camp 大型語言模型 (LLM) 的課程回訓，一部分原因是因為增加了最近新發布的Gemini 的內容，另外一部分原因則是最近的工作內容做了一些轉換，所以打算更熟悉LLM的相關知識和應用，做一些準備。由於我自己也是從非本科系跨領域學習，而iHower…

Mar 14

Mar 14

Eshan

在XML檔案中取得想要的資訊

以臨床資訊而言， XML是經常用於保存訊息的固定格式，而良好的擷取資料對於數據分析與建模是相當重要的步驟，這裡僅僅描述這些資訊的內容與可以使用的package 以及程式碼。

Jan 17

Jan 17

Eshan

計畫翻篇

今年是一個不斷突破過去的一年，持續的跟過去的每一個月份都會有些可感受到的進展。不管是對模型原理與應用的熟悉度、可接受度、影響程度都是。

Oct 12, 2023

Oct 12, 2023

Eshan

Model Interpretability

While we implemented AI models cross-discipline to fields such as drug discovery, medical biosensors…etc., Domain experts always assumed…

Apr 24, 2023

Apr 24, 2023

Eshan

How to choose input types for model training?

Briefly, there are three types of input sources include (1) Time-Series sequence, (2) Images, and (3) Categorical list. The points that…

Apr 13, 2023

Apr 13, 2023

Eshan

I just got lucky.

Electrocardiogram (ECG) signal is the first input signal I have to apply further in ML or/and DL models, which is a huge challenge for me…

Mar 27, 2023

Mar 27, 2023

Eshan

Eshan

Just a place to leave some records about cross-discipline from biomedical research to AI-aided medical research for software as a medical device (SaMD)

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