About Me

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Shih-Hsin Chen

Associate Professor and Chairman of CSIE, TKU

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Biography

I am an associate professor specializing in computer science with a focus on artificial intelligence, medical image problems, algorithmic trading, and optimization applications. My research interests include evolutionary computation, deep learning for medical image analysis, optimization algorithms, and so on.

Education

  • PhD Dept. of Industrial Engineering and Management of Yuan-Ze University, 2008

Research Interests

  • Deep Learning Applications
  • Medical Image Analysis
  • Object Detection
  • Evolutionary Computation
  • Optimization Algorithms
  • Algorithmic Trading

Professional Experience

  • Chairman, Department of CSIE

    Tamkang University, 2024/8/1-Present

    Leading the Computer Science and Information Engineering department.

  • Adjunt Associate Professor, Department of Mechanical Engineering

    National Taiwan University, Semester 110-2, 111-2, 112-2

    Lecture the course of Machine Learning for the NTU students and cooperate with one project.

  • Associate Professor, Department of CSIE

    Tamkang University, 2021/8/1-Present

    Teaching and researching in computer science and information engineering.

  • Associate Professor, Dept of MIS

    Cheng Shiu University, 2016/7/1-2021/7/31

    Teaching and researching in management information systems.

  • Group Lead of System Development Team

    Cheng Shiu University, 2014/2/1-2021/7/31

    Leading 7 software engineers to build excellent systems for school.

  • Assistant Professor, Dept of MIS

    Cheng Shiu University, 2013/8/1-2016/6/30

    Teaching and researching in management information systems.

  • Group Lead of E-Learning

    Nanhua University, 2021/2/1-2021/7/31

    Under the center of Teaching Excellence.

  • Assistant Professor, Dept of E-Commerce

    Nanhua University, 2008/8/1-2013/7/31

    First full-time teaching and research career

Awards & Recognitions

  • NSTC research grants (multiple years)
  • US & Taiwan Patents for innovative technologies
  • Listed in Marquis Who's Who in the World 2012 (29th edition)

Research Project Grants

基於YOLO架構之心臟與乳癌影像分割演算法研究(I)

Echocardiography and Breast Cancer Image Segmentation Algorithms Based on YOLO Framework

113-2221-E-032-022-, 2024/08/01~2025/07/31

NSTC Grant Medical Imaging YOLO
整合方向性YOLOv7演算法與背景分類資訊檢測肺高壓心臟超音波影像

Integrating Oriented YOLOv7 Algorithm and Background Classification to Detect Echocardiography of Pulmonary Hypertension

112-2221-E-032-021-, 2023/08/01~2024/07/31

NSTC Grant Medical Imaging YOLOv7
目標辨識演算法輔助偵測心臟超音波瓣膜閉鎖不全之研究

Object detection algorithms assist the valve regurgitation detection of ultrasound medical images

110-2221-E-032-048-MY2, 2021/08/01~2023/07/31

NSTC Grant Medical Imaging Object Detection
川崎症心臟超音波冠狀動脈瘤目標檢測及預測模型之研究

The research of object detection and prediction for the ultrasoundimage of coronary aneurysm in the Kawasaki disease

109-2221-E-230-006-, 109/08/01~110/07/31

MOST Grant Medical Imaging Object Detection
五大常見先天性心臟超音波影像分類與目標檢測之研究(I)

A study on the classification and object detection of the ultrasound images for the 5 common congenital heart diseases

MOST 108-2221-E-230-004-, 108/08/01~109/07/31

MOST Grant Medical Imaging Classification
智慧化兒童心臟超音波影像診斷系統(I)

An Intelligent Treatment System with Ultrasonic Images for the Pediatric Cardiology

MOST 107-2221-E-230-007-, 107/08/01~108/07/31

MOST Grant Medical Imaging Intelligent System
第三代自指引基因演算法解決兩項新的流程型機台訂單接受與排程問題(I)

SGGA3 Solves Two New Order Acceptance and Scheduling Problems for Flow Shop

MOST 106-2221-E-230 -009 -, 106/08/01~107/07/31

MOST Grant Genetic Algorithm Scheduling
以實證醫學觀點建置泰國北部婦癌臨床決策支援系統--對國際努力作出貢獻

International Contribution: Evidence-Based Medical Decision Support System for Gynecological Cancer in Northern Thailand

MOST 106-2218-E-040-001-MY2, 106/06/01~108/07/31

MOST Grant Co-PI Medical Decision Support
整合式演算法解決綠色供應鏈訂單接受排程問題(I)

Unified Methods for the Order Acceptance Scheduling Problem in the Green Supply Chain

MOST 105-2221-E-230-009, 105/08/01~106/07/31

MOST Grant Green Supply Chain Scheduling
考量整備時間、共同交期與動態到達時間之單機排程問題

Some algorithms for the sequence-dependent setup time single-machine scheduling problems with common due-date and dynamic release time

NSC 102-2221-E-230-019-MY2, 102/08/01~104/07/31

NSC Grant Scheduling Algorithms
估計機率分佈演算法求解群內最佳化問題之研究

Estimation of Distribution Algorithms for the In-Group Optimization Problems

NSC 101-2221-E-343-002, 101/08/01~102/07/31

NSC Grant EDA Optimization
求解具有與過去順序相依準備時間以及學習效應之雙目標單機排程問題之研究(I)

Bi-criterion Single machine scheduling problem with a past-sequence-dependent setup times and learning effect

NSC 99-2221-E-343-002, 99/08/01~100/07/31

NSC Grant Scheduling Learning Effect
結合自指引基因演算法與排程優勢性質求解單機與平行機排程問題

Self-Guided GA with Dominance Properties for Single Machine and Parallel Machine Scheduling Problems

NSC 98-2218-E-343-001-MY2, 98/01/01~99/07/31

NSC Grant Genetic Algorithm Scheduling