競賽 · 旺宏金矽獎（應用組）Competition · Macronix GSA (Application)
ADHD 動態行為評估系統ADHD Behavior Assessment System
以智慧手錶與治療椅擷取生理及動態行為訊號，輔以機器學習，為注意力不足過動症（ADHD）提供客觀的輔助評估依據。A smart watch and assessment chair capture physiological and dynamic-behavior signals, with machine learning providing an objective aid for ADHD assessment.
概述Overview
注意力不足過動症（ADHD）的臨床評估，傳統上高度仰賴醫師觀察與量表填答，較為主觀且不易量化。本作品「輔助診斷 ADHD 的動態行為評估系統」嘗試以智慧手錶與治療椅兩端的感測器，同步擷取受測者的生理訊號與動態行為，再以機器學習分析行為特徵，提供一份較為客觀、可量化的輔助評估資料，作為臨床判斷的參考。Clinical ADHD assessment traditionally relies heavily on physician observation and questionnaires — subjective and hard to quantify. This entry, an "intelligent watch and treatment chair for auxiliary diagnosis of ADHD," uses sensors on a smart watch and an assessment chair to simultaneously capture physiological signals and dynamic behavior, then applies machine learning to behavioral features to produce a more objective, quantifiable aid for clinical judgment.
系統構想System Concept
- 多端訊號擷取Multi-point sensing
由智慧手錶量測穿戴端的生理與動作訊號，並由治療椅蒐集受測者坐姿下的動態行為資料。The smart watch measures wearable-side physiological and motion signals while the chair collects seated dynamic-behavior data. - 訊號前處理Signal pre-processing
對原始訊號進行去噪與分段，萃取與專注／躁動程度相關的行為特徵。Raw signals are denoised and segmented to extract behavioral features related to attention and restlessness. - 機器學習評估Machine-learning assessment
以機器學習模型分析特徵，輸出客觀、可量化的輔助評估指標。Machine-learning models analyze the features to output an objective, quantifiable assessment indicator.
競賽資訊Competition
- 競賽全名Event
- 第二十四屆旺宏金矽獎半導體設計與應用大賽（應用組）24th Macronix Golden Silicon Award — Semiconductor Design & Application Competition (Application track)
- 作品名稱Title
- 輔助診斷 ADHD 的動態行為評估系統Intelligent watch and treatment chair for auxiliary diagnosis of ADHD
- 團隊Team
- 許汯洧、林峻暘、吳維文（3 人）Hong-Wei Xu, Chun-Yang Lin, Wei-Wen Wu (3)
- 指導老師Advisors
- 吳榮慶、林龍昌Rong-Ching Wu, Lung-Chang Lin
- 主辦Organizer
- 財團法人旺宏教育基金會Macronix Education Foundation
- 日期Date
- 2024/08/31
- 結果Result
- 參賽證明（Certificate of Participation）Certificate of Participation