2023.6

本實驗室申請之國科會專題研究計畫核定通過並給予補助，計畫名稱: 應用於精準睡眠醫療的人工智慧技術之研發與臨床驗證 (計畫編號: 112-2221-E-005 -085)

2023.6

本實驗室指導之專題生 林宇凡同學 獲得國科會大專生專題研究計畫，計畫名稱: 開發一套基於結合捲積神經網路與視覺Transformer的機場行李X光影像違禁品自動偵測模型 (計畫編號: 112-2813-C-005-008-E)

本實驗室研究生黃俐瑗同學參加 2023科技論文競賽獲得人工智慧與資訊安全組 獲得第三名。

2023.6

本實驗室與中興大學農藝系郭寶錚教授合作投搞之期刊論文被Chemometrics and Intelligent Laboratory Systems接受

Chin-En Kuo, Yuan-Kai Tu, Shih-Lun Fang, Yong-Rong Huang, Han-Wei Chen, Min-Hwi Yao, Bo-Jein Kuo, "Early detection of drought stress in tomato from spectroscopic data: A novel convolutional neural network with feature selection," Chemometrics and Intelligent Laboratory Systems. (SCI, IF: 4.175, Journal ranking: Q1 in STATISTICS & PROBABILITY (12/125)) 

2023.5

本實驗室與彰化基督教醫院合作投搞之期刊論文被Head & Neck接受

Cheng-Hung Tu, Rui-Teng Wang, Bo-Sen Wang, Chih-En Kuo, En-Ying Wang, Ching-Ting Tu, Wan-Nien Yu, "Neural network combining with clinical ultrasonography: A new approach for classification of salivary gland tumors," Head & Neck. (SCI, IF: 3.821, Journal ranking: Q1 in OTORHINOLARYNGOLOGY (6/43)) 

2023.2

本實驗室與台中榮總曾振志醫師合作投搞之期刊論文被Scientific Data接受

Jenn-Jhy Tseng, Chien-Hsing Lu, Jun-Zhou Li, Hui-Yu Lai, Min-Hu Chen, Fu-Yuan Cheng, and Chih-En Kuo*, "An Open Dataset of Annotated Metaphase Cell Images for Chromosome Identification," Accepted by Scientific Data. (SCI, IF: 8.501, Journal ranking: Q1 in MULTIDISCIPLINARY SCIENCES (12/74)) 

2022.11

本實驗室與台中榮總許世典醫師合作投搞之期刊論文被BMC Medical Informatics and Decision Making接受

Shih-Tien Hsu, Yu-Jie Su, Chian-Huei Hung, Ming-Jer Chen, Chien-Hsing Lu, Chih-En Kuo*, "Automatic Ovarian Tumors Recognition System based on Ensemble Convolutional Neural Network with Ultrasound Imaging," Accepted by BMC Medical Informatics and Decision Making, DOI: 10.1186/s12911-022-02047-6, 2022-11. (SCI)

本實驗室投搞之國際研討會議論文被2022 IEEE International Conference on Big Data (IEEE BigData 2022) 接受 (Top Conference in Computer Science, Research Ranking: 116)

1. Yen-Ning Su and Chih-En Kuo*, "An Automatic Sleep Arousal Detection Method by Enhancing U-Net with Spatial-channel Attention" Accepted by 2022 IEEE International Conference on Big Data (IEEE BigData 2022). 

2. Chih-En Kuo*, Chien-Hsing Lu and Li-Yuan Huang, "Swin-TCNet: A vision transformer-based method for automated chromosomal object detection" Accepted by 2022 IEEE International Conference on Big Data (IEEE BigData 2022). 

本實驗室與台中榮總周啟庠醫師合作投搞之期刊論文被Biomedical Signal Processing and Control 接受

Chi-Hsiang Chou, Tsu-Wang Shen*, Hsin Tung, Peiyuan F Hsieh, Chih-En Kuo*, Ting-Mao Chen, Chao-Wei Yang "Convolutional Neural Network-based fast Seizure detection from Video Electroencephalograms," Accepted by Biomedical Signal Processing and Control, Article reference BSPC_104380, 2022-11. (SCI) 

2022.07

本實驗室投搞之期刊論文被Computers in Biology and Medicine接受刊登

Chih-En Kuo*, Tsung-Hua Lu, Guan-Ting Chen, Po-Yu Liao, "Towards Precision Sleep Medicine: Self-Attention GAN as an Innovative Data Augmentation Technique for Developing Personalized Automatic Sleep Scoring Classification," Computers in Biology and Medicine 2022, 07,  accepted. (SCI, IF: 6.698, ranking: 90.35% in MATHEMATICAL & COMPUTATIONAL BIOLOGY )

本實驗室研究生李峻州同學、王俊傑同學、黃俐瑗同學參加 2022 AI CUP 肺腺癌病理切片影像之腫瘤氣道擴散偵測競賽 I獲得教育部優等獎與MATLAB傑出應用獎第一名。

本實驗室研究生蘇妍寧同學與黃俐瑗同學參加 2022科技論文競賽獲得人工智慧與數據分析及數學組 佳作。

2022.02

本實驗室與中興大學農藝系郭寶錚教授合作研究投搞之期刊論文被Agriculture接受刊登

Yuan-Kai Tu, Chin-En Kuo, Fang, Shih-Lun Fang, Han-Wei Chen, Ming-Kun Chi, Min-Hwi Yao, and Bo-Jein Kuo*, "A 1D-SP-Net to Determine Early Drought Stress Status of Tomato (Solanum lycopersicum) with Imbalanced Vis/NIR Spectroscopy Data," Agriculture 2022, 12, 259. https://doi.org/10.3390/agriculture12020259. (SCI)

2021.09

本實驗室與成功大學資工系梁勝富教授合作研究投搞之期刊論文被Journal of Medical and Biological Engineering接受刊登

Tsung-Hao Hsieh, Meng-Hsuan Liu, Chin-En Kuo, Yung-Hung Wang, Sheng-Fu Liang*, "Home-Use and Real-Time Sleep-Staging System Based on Eye Masks and Mobile Devices with a Deep Learning Model," Journal of Medical and Biological Engineering, https://doi.org/10.1007/s40846-021-00649-5, 2021-09. (SCI) 

2021.08

本實驗室投搞之國際研討會議論文被13th Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2021)接受 (Top Conference in Computer Science, Research Ranking: 347)

Chih-En Kuo*, Po-Yu Liao, Yu-Syuan Lin, "A Self-attention-based Ensemble Convolution Neural Network Approach for Sleep Stage Classification with Merged Spectrogram" Accepted by 13th Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2021). 

2021.07

本實驗室投搞之期刊論文被Biomedical Signal Processing and Control 接受

Chih-En Kuo*, Guan-Ting Chen, and Po-Yu Liao, "An EEG Spectrogram-based Automatic Sleep Stage Scoring Method via Data Augmentation, Ensemble Convolution Neural Network, and Expert Knowledge," Accepted by Biomedical Signal Processing and Control, Article reference BSPC_102981, 2021-07. (SCI) 

2020.06

本實驗室投搞之期刊論文被IEEE Access 接受

Chih-En Kuo* and Guan-Ting Chen, "Automatic Sleep Staging Based on a Hybrid Stacked LSTM Neural Network: Verification using Large-Scale Datasets," Accepted by IEEE Access, DOI: 10.1109/ACCESS.2020.3002548, 2020-06. (SCI) 

2020.04

本實驗室投搞之期刊論文被IEEE Access 與IEEE Transactions on Cognitive and Developmental Systems 接受

1. Chih-En Kuo* and Guan-Ting Chen, "A Short-Time Insomnia Detection System Based on Sleep EOG with RCMSE Analysis," IEEE Access, 8: 69763-69773. DOI: 10.1109/ACCESS.2020.2986397, 2020-04. (SCI)

Sheng-Fu Liang, Yu-Hsuan Shih, Yu-Han Hu, and Chin-En Kuo*, "A Method for Napping Time Recommendation using Electrical Brain Activity," IEEE Transactions on Cognitive and Developmental Systems, DOI: 10.1109/TCDS.2020.2991176, 2020-04. (SCI)

2019.12.29

本實驗室投搞之研討會論文被2020 10th International Conference on Biomedical Engineering and Technology (ICBET 2020) 研討會接受。

論文1標題: A Short-Time Insomnia Detection System Based on Single-Channel Sleep EOG with Multiscale Fuzzy Entropy Analysis 

論文2標題: An End-to-end Lung Nodule Detection System Based on Deep Neural Network with Multiple Composite Functions