2026

• 研討會   Ultrasound Window-Modulated Compounding Nakagami Imaging and Deep Machine Learning Approaches for Liver Fibrosis Staging, IEEE EMBC 2026 (48th Annual International Conference of the IEEE Engineering in Medicine and Biology Society), Toronto, 加拿大
• 研討會   ESG 財務地雷偵測器：基於 1D-CNN 與缺失值邏輯矩陣之動態風險預警系統, 2026第27屆永續發展管理研討會, 屏東, 中華民國
• 研討會   資料驅動之社會住宅空間⽀持評估與永續決策模型, 2026第27屆永續發展管理研討會, 屏東, 中華民國
• 研討會   探討超⾳波對比劑之非線性諧波訊號：提升微⾎管灌注定量評估於智慧醫療之應⽤, 2026第27屆永續發展管理研討會, 屏東, 中華民國
• 研討會   建築空間語意化的⼈機共⽤服務空間：以照護機器⼈為例, 2026第27屆永續發展管理研討會, 屏東, 中華民國
• 研討會   基於Field II可控次諧波散射體模擬之超⾳波定量特徵穩健性評估與排序, 福爾摩沙非破壞檢測研討會（FCNDT 2026）, 桃園市中壢區, 中華民國
• 研討會   基於多特徵並列分析之次諧波對比增強超音波定量模擬與評估, 第十六屆網路與智能應用研討會（NCWIA 2026）, 雲林, 中華民國
• 獲獎   2026第27屆永續發展管理研討會(最佳口頭報告獎), 國立屏東科技大學, 中華民國

2024

• 期刊   林皇辰*, Exploring nonlinear harmonic signals of ultrasound contrast agents: Advancing quantitative parameters for improved microvascular perfusion assessment, Biomedical Signal Processing and Control, Elsevier, 95, N/A

2021

• 專書   林皇辰*, Compounding Nakagami Parameter Ratio Imaging and Deep Learning Approach with Contrast-Enhanced Ultrasound for Tissue Lesion Assessment, 國立成功大學（National Cheng Kung University）

2020

• 研討會   林鈞慧, 謝敏正, 林皇辰, 王士豪*, 於斑紋卷積神經網路之超音波三維定位方法, 2020 第 20 屆非破壞檢測技術研討會暨財團法人台灣非破壞檢測協會年會（, 高雄, 中華民國
• 研討會   林鈞慧, 林皇辰, 王士豪*, Combining Texture Analysis with Quantitative Ultrasound Parameters and Statistical Imaging for the Assessment of Additive Manufacturing Components, 2020 IEEE International Ultrasonics Symposium, Las Vegas, 美國
• 研討會   林皇辰, 王士豪*, Compounding Deep Convolutional Neural Networks, Contrast-Enhanced Ultrasound Imaging, and Quantitative Parameters for Liver Fibrosis Classification, 2020 IEEE International Ultrasonics Symposium, Las Vegas, 美國
• 期刊   林皇辰*, Window-Modulated Compounding Nakagami Parameter Ratio Approach for Assessing Muscle Perfusion with Contrast-Enhanced Ultrasound Imaging, Sensors, MDPI, 20, 12

2019

• 研討會   黃大銘, 林皇辰, 王士豪*, Comprehensive Assessment of Cutaneous Wound Healing by High-Frequency Ultrasound Image, Quantitative Parameters, and Contrast Agents Perfusion, 2019 IEEE International Ultrasonics Symposium, Glasgow, 英國
• 研討會   林鈞慧, 林皇辰, 王士豪*, Hsin-Hung Lin, Statistical Analysis of Ultrasound Signals and Imaging for Evaluating Additive Manufacturing Components, 2019 IEEE International Ultrasonics Symposium, Glasgow, 英國
• 研討會   林皇辰, 王士豪*, Machine/Deep Learning with Compounding Contrast-Enhanced Ultrasound Image and Quantitative Parameters for Muscle Injury Classification, 2019 IEEE International Ultrasonics Symposium, Glasgow, 英國
• 研討會   林皇辰, Ting-An Wu, 王士豪*, Liver Fibrosis Classified by Quantitative Ultrasound Parameters and Deep Convolutional Neural Networks, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Berlin, 德意志聯邦共和國

2018

• 研討會   林皇辰, Yi-Hsun Lin, 王士豪*, Ultrasound Imaging for Microcirculation Assessment Based on Amplitude Modulation and Nakagami Parameter ratio with Microbubbles, IUPESM 2018, Prague, 捷克共和國

2016

• 研討會   林皇辰, Yi-Hsun Lin, 王士豪*, A Novel Imaging for Microcirculation Assessment Based on Amplitude Modulation and Nakagami Parameter Difference with Microbubbles, 16th International Conference on Biomedical Engineering, Singapore, 新加坡共和國

2012

• 專書   林皇辰*, 鎝-99m甲基雙磷酸鹽及鎵-67檸檬酸鹽全身造影結合影像融合 技術應用於骨髓炎之研究, 高雄醫學大學