Kai-Cheng Hsu

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 14

Top Topics

Decision Support System

Activity Recognition

Ischemic Stroke

Machine Learning

Top Venues

Biomed. Signal Process. Control.

Comput. Biol. Medicine

Comput. Methods Programs Biomed.

Publications

Wei-Chun Wang, Shang-Yu Chien, Sheng-Ta Tsai, Yu-Wan Yang, Dang-Khoa Nguyen, Ya-Lun Wu, Ming-Kuei Lu, Ting-Hsuan Sun, Jiaxin Yu, Ching-Ting Lin, Chien-Wei Chen, Kai-Cheng Hsu, Chon-Haw Tsai
Automated delineation of acute ischemic stroke lesions on non-contrast CT using 3D deep learning: A promising step towards efficient diagnosis and treatment. Biomed. Signal Process. Control. 93 (2024)
Wei-Yang Yu, Ting-Hsuan Sun, Kai-Cheng Hsu, Chia-Chun Wang, Shang-Yu Chien, Chon-Haw Tsai, Yu-Wan Yang
Comparative analysis of machine learning algorithms for Alzheimer's disease classification using EEG signals and genetic information. Comput. Biol. Medicine 176 (2024)
Yi-Chun Lai, Yao-Chiang Kan, Kai-Cheng Hsu, Hsueh-Chun Lin
Multiple inputs modeling of hybrid convolutional neural networks for human activity recognition. Biomed. Signal Process. Control. 92 (2024)
Ching-Heng Lin, Yi-An Chen, Jiann-Shing Jeng, Yu Sun, Cheng-Yu Wei, Po-Yen Yeh, Wei-Lun Chang, Yang C. Fann, Kai-Cheng Hsu, Jiunn-Tay Lee
Predicting ischemic stroke patients' prognosis changes using machine learning in a nationwide stroke registry. Medical Biol. Eng. Comput. 62 (8) (2024)
Ssu-Ting Lien, Tony Eight Lin, Jui-Hua Hsieh, Tzu-Ying Sung, Jun-Hong Chen, Kai-Cheng Hsu
Establishment of extensive artificial intelligence models for kinase inhibitor prediction: Identification of novel PDGFRB inhibitors. Comput. Biol. Medicine 156 (2023)
Yi-Ting Chou, Ching-Ting Lin, Ting-An Chang, Ya-Lun Wu, Cheng-En Yu, Tsung-Yu Ho, Hui-Yi Chen, Kai-Cheng Hsu, Oscar Kuang-Sheng Lee
Development of artificial intelligence-based clinical decision support system for diagnosis of meniscal injury using magnetic resonance images. Biomed. Signal Process. Control. 82 (2023)
Ching-Heng Lin, Kai-Cheng Hsu, Chih-Kuang Liang, Tsong-Hai Lee, Chia-Wei Liou, Jiann-Der Lee, Tsung-I Peng, Ching-Sen Shih, Yang C. Fann
A disease-specific language representation model for cerebrovascular disease research. Comput. Methods Programs Biomed. 211 (2021)
Ching-Heng Lin, Kai-Cheng Hsu, Kory R. Johnson, Yang C. Fann, Chon-Haw Tsai, Yu Sun, Li-Ming Lien, Wei-Lun Chang, Po-Lin Chen, Cheng-Li Lin, Chung Y. Hsu
Evaluation of machine learning methods to stroke outcome prediction using a nationwide disease registry. Comput. Methods Programs Biomed. 190 (2020)
Kai-Cheng Hsu, Ching-Heng Lin, Kory R. Johnson, Chi-Hung Liu, Ting-Yu Chang, Kuo-Lun Huang, Yang-Cheng Fann, Tsong-Hai Lee
Autodetect extracranial and intracranial artery stenosis by machine learning using ultrasound. Comput. Biol. Medicine 116 (2020)
Ching-Heng Lin, Kai-Cheng Hsu, Kory R. Johnson, Marie Luby, Yang-Cheng Fann
Applying density-based outlier identifications using multiple datasets for validation of stroke clinical outcomes. Int. J. Medical Informatics 132 (2019)
Kate Ching-Ju Lin, Kai-Cheng Hsu, Hung-Yu Wei
Inter-Client Interference Cancellation for Full-Duplex Networks With Half-Duplex Clients. IEEE/ACM Trans. Netw. 27 (5) (2019)
Kai-Cheng Hsu, Feng-Sheng Wang
Detection of minimum biomarker features via bi-level optimization framework by nested hybrid differential evolution. GECCO (Companion) (2018)
Kai-Cheng Hsu, Kate Ching-Ju Lin, Hung-Yu Wei
Inter-client interference cancellation for full-duplex networks. INFOCOM (2017)
Kai-Cheng Hsu, Kate Ching-Ju Lin, Hung-Yu Wei
Full-duplex delay-and-forward relaying. MobiHoc (2016)
Bo-Xian Wu, Kate Ching-Ju Lin, Kai-Cheng Hsu, Hung-Yu Wei
HybridCast: Joint multicast-unicast design for multiuser MIMO networks. INFOCOM (2015)
Kai-Cheng Hsu, Wen-Chi Cheng, Yen-Fu Chen, Wen-Ching Wang, Jinn-Moon Yang
Pathway-based Screening Strategy for Multitarget Inhibitors of Diverse Proteins in Metabolic Pathways. PLoS Comput. Biol. 9 (7) (2013)
Kai-Cheng Hsu, Feng-Sheng Wang
Fuzzy optimization for detecting enzyme targets of human uric acid metabolism. Bioinform. 29 (24) (2013)
Yi-Yuan Chiu, Chih-Ta Lin, Jhang-Wei Huang, Kai-Cheng Hsu, Jen-Hu Tseng, Syuan-Ren You, Jinn-Moon Yang
KIDFamMap: a database of kinase-inhibitor-disease family maps for kinase inhibitor selectivity and binding mechanisms. Nucleic Acids Res. 41 (Database-Issue) (2013)
Kai-Cheng Hsu, Yen-Fu Chen, Jinn-Moon Yang
GemAffinity: a scoring function for predicting binding affinity and Virtual Screening. Int. J. Data Min. Bioinform. 6 (1) (2012)
Kai-Cheng Hsu, Yen-Fu Chen, Shen-Rong Lin, Jinn-Moon Yang
iGEMDOCK: a graphical environment of enhancing GEMDOCK using pharmacological interactions and post-screening analysis. BMC Bioinform. 12 (S-1) (2011)
Yen-Fu Chen, Kai-Cheng Hsu, Po-Tsun Lin, D. Frank Hsu, Bruce S. Kristal, Jinn-Moon Yang
LigSeeSVM: Ligand-based virtual Screening using Support Vector Machines and data fusion. Int. J. Comput. Biol. Drug Des. 4 (3) (2011)
Kang-Ping Liu, Kai-Cheng Hsu, Jhang-Wei Huang, Lu-Shian Chang, Jinn-Moon Yang
Atrippi: an Atom-Residue Preference Scoring Function for protein-protein Interactions. Int. J. Artif. Intell. Tools 19 (3) (2010)
Yen-Fu Chen, Kai-Cheng Hsu, Shen-Rong Lin, Wen-Ching Wang, Yu-Chi Huang, Jinn-Moon Yang
SiMMap: a web server for inferring site-moiety map to recognize interaction preferences between protein pockets and compound moieties. Nucleic Acids Res. 38 (Web-Server-Issue) (2010)
Kai-Cheng Hsu, Sung-Nien Yu
Detection of seizures in EEG using subband nonlinear parameters and genetic algorithm. Comput. Biol. Medicine 40 (10) (2010)
Kai-Cheng Hsu, Yen-Fu Chen, Jinn-Moon Yang
GemAffinity: A Scoring Function for Predicting Binding Affinity and Virtual Screening. BIBM (2009)
Yung-Chien Shih, Kai-Cheng Hsu, Chien-Chao Tseng
A Cross-Layer Signaling and Middleware Platform for Multi-interface Mobile Devices. EUC Workshops (2007)
Chien-Chao Tseng, Yung-Chang Wong, Li-Hsing Yen, Kai-Cheng Hsu
Proactive DAD: A Fast Address-Acquisition Strategy for Mobile IPv6 Networks. IEEE Internet Comput. 10 (6) (2006)
Chien-Chao Tseng, Li-Hsing Yen, Hung-Hsin Chang, Kai-Cheng Hsu
Topology-aided cross-layer fast handoff designs for IEEE 802.11/mobile IP environments. IEEE Commun. Mag. 43 (12) (2005)