Shih-Yu Cho, Wei-Shu Lai, Jui-Hung Tsai, Peng-Chan Lin*, Hsin-Hung Chou*, "Interpretable Machine Learning Approach for Optimizing Hospice Care Predictions Using Health Assessment Data," in BMC Medical Informatics and Decision Making, Nov. 2025. (Accepted, SCIE, IF=3.8, Q2 in MEDICAL INFORMATICS )
Hao-Yu Yang, Hsin-Hung Chou, Ling-Ju Hung, Jiun-Yan Huang, Nai-Yueh Tien, Han-Ching Wang, Sun-Yuan Hsieh, "Machine Learning Approach for Predicting Ovarian Maturation in Penaeus monodon," in Smart Agricultural Technology, Volume 12, December 2025, 101597. (SCIE, IF=5.7, Q1 in AGRICULTURAL ENGINEERING)
Ting-Han Chen, Hsin-Hung Chou, Shuang Zou, Yu-Han Chen, and Sun-Yuan Hsieh, "System-Level Integration of Deep Learning and Computer Vision for Contact Ring Seal Defect Detection in Semiconductor Manufacturing," in Expert Systems with Applications, Volume 298, Part B, pp.129551, 1 March 2026. (SCIE, IF=7.5, Q1 in COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE )
Shuang Zou, Sun-Yuan Hsieh, Kuo-Yuan Huang*, Hsin-Hung Chou*, "Automatic Spinal Cobb Angle Measurements from X-Ray Images Using a Novel Vertebra Centroid Radiation Landmark Detection Network," in Biomedical Signal Processing and Control, Volume 112, Part D, pp.108712, 1 February 2026. (SCIE, IF=4.9, Q2 in ENGINEERING, BIOMEDICAL )
Hsin-Hung Chou, Yi-Chung Chang, Wan-Ching Lien, Lung-Chun Lin, Xing-Zhend Lin, Ting-En Hsu, Yueh-Ping Liu, Li Liu, Yen-Ting Chan, and Feng-Sen Kuan, "Efficient Deep Learning Models Revolutionize Doctor’s Training for Point-of-Care Ultrasound," in IEEE Access, Volume 13, pp. 76038-76046, May, 2025. (SCIE, IF=3.4, Q2 in COMPUTER SCIENCE, INFORMATION SYSTEMS )
Yu-Ting Chou, Sun-Yuan Hsieh, Peng-Chan Lin, Hsin-Yu Kuo*, Hsin-Hung Chou*, "A GAN-based with Expert-validated Data Augmentation Method for Wireless Capsule Endoscopy Images of Small Intestine Polyp," in Journal of Supercomputing, Volume 81, No. 653, 24 March 2025. (SCIE, IF=2.5, Q2 in COMPUTER SCIENCE, THEORY & METHODS )
An-Rong Wu, Sun-Yuan Hsieh, Hsin-Hung Chou*, Cheng-Shih Lai, Jo-Ying Hung, Bow Wang, Yi-Shan Tsai*, "Deep Learning-based Prediction of Mortality Using Brain Midline Shift and Clinical Information," in Heliyon, Volume 11, Issue 2, 30 January 2025, e41271. (SCIE, IF=3.4, Q1 in MULTIDISCIPLINARY SCIENCES )
Deng-Yi Wang, You-Li Lin, Yu-Tung Chen, En-Ting He, Wei-Cheng Chen, Yaw-Wen Kou, Wei-Han Hsiao, Hsin-Hung Chou, Chia-Feng Lin, Yung-Hui Li, Yew-Chung Sermon Wu, Wen-Chang Huang, Hsiang Chen, Dong-Sing Wuu, and Jung Han, "Artificial Intelligence-Based Reliability and Material Characterization of AlInGaP LEDs in Salty Water Environments," in IEEE Access, vol. 12, pp. 170936-170945, 2024. (SCIE, IF=3.4, Q2 in COMPUTER SCIENCE, INFORMATION SYSTEMS )
Chung-Ping Chiu, Hsin-Hung Chou, Peng-Chan Lin, Ching-Chi Lee, and Sun-Yuan Hsieh, 'Using machine learning to predict bacteremia in urgent care patients on the basis of triage data and laboratory results,' American Journal of Emergency Medicine, Volume 85, Nov. 2024, Pages 80-85. (SCIE, IF=2.7, Q1 in EMERGENCY MEDICINE)
Hao-Yang Chou, Yung-Chieh Lin, Sun-Yuan Hsieh, Hsin-Hung Chou*, Cheng-Shih Lai, Bow Wang, and Yi-Shan Tsai*, ‘Deep Learning Model for Prediction of Bronchopulmonary Dysplasia in Preterm Infants using Chest Radiographs,’ Journal of Imaging Informatics in Medicine, Volume 37, Mar. 2024, Pages 2063-2073. https://doi.org/10.1007/s10278-024-01050-9 (SCIE, IF=4.4, Q1 in RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING; Previous name of the Journal: Journal of Digital Imaging )
Tseng-Fung Ho, Hsin-Han Tsai, Chi-Chih Chuang, Dasheng Lee, Xi-Wei Huang, Hsiang Chen, Chin–Chi Cheng, Yaw-Wen Kuo, Hsin-Hung Chou, Wei-Han Hsiao, Ching Hsu Yang, Yung-Hui Li, ‘Thermal comfort model established by using machine-learning strategies based on physiological parameters in hot and cold environments,’ Indoor Air, Volume 2024, Jan. 2024. (SCIE, IF=5.8, Q1 in PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH)
Li-Wei Cheng, Hsin-Hung Chou, Yu-Xuan Cai, Kuo-Yuan Huang, Chin-Chiang Hsieh, Po-Lun Chu, I-Szu Cheng, and Sun-Yuan Hsieh, ‘Automated Detection of Vertebral Fractures From X-Ray Images: A Novel Machine Learning Model and Survey of the Field,’ Neurocomputing, Volume 566, Jan. 2024. (SCIE, IF=6.0, Q2 in COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE)
Yan-Jun Li, Hsin-Hung Chou, Peng-Chan Lin, Meng-Ru Shen, and Sun-Yuan Hsieh, ‘A Novel Deep Learning-Based Algorithm Combining Histopathological Features with Tissue Areas to Predict Colorectal Cancer Survival from Whole-Slide Images,’ Journal of Translational Medicine 21, 731, Oct 2023. (SCIE, IF=7.4, Q1 in Biochemistry, Genetics and Molecular Biology, Medicine)
Chun-Yen Yang, Chih-Yuan Yu, You-Li Lin, Mou-Tuong Hon, Shao-Jui Yang, Yi-Zong Zhang, Hsuan-Chia Kang, Yaw-Wen Kuo, Chia-Feng Lin, You-Lin Wu, Hsin-Hung Chou*, Hsiang Chen*, Yung-Hui Li, and Jung Han, ‘Machine Vision Inspection of Early Failure and Line-Shaped Defects of Blue InGaN/GaN Light Emitting Diodes Soaked in Liquid Nitrogen for Cryogenic Tests,’ Results in Physics, Volume 50, July 2023. (SCI, IF=5.3, Q1 in PHYSICS, MULTIDISCIPLINARY )
Deng-Yao Tu, Peng-Chan Lin, Hsin-Hung Chou, Meng-Ru Shen, and Sun-Yuan Hsieh, ‘Slice-Fusion: Reducing False Positives in Liver Tumor Detection for Mask R-CNN,’ IEEE/ACM Transactions on Computational Biology and Bioinformatics, Volume 20, Issue 5, Sept.-Oct. 2023, Pages 3267 - 3277. (SCIE, IF=4.5, Q1 in MATHEMATICS, INTERDISCIPLINARY APPLICATIONS )
Wan-Ching Lien, Yi-Chung Chang, Hsin-Hung Chou*, Lung-Chun Lin, Yueh-Ping Liu, Li Liu, Yen-Ting Chan, and Feng-Sen Kuan, 'Detecting Hydronephrosis Through Ultrasound Images using State-of-the-art Deep Learning Models,' Ultrasound in Medicine and Biology, Volume 49, Issue 3, March 2023, Pages 723-733. (SCI, IF=2.9, Q2 in RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING)
Tzu-Hsuan Wu, Peng-Chan Lin, Hsin-Hung Chou, Meng-Ru Shen, and Sun-Yuan Hsieh, ‘Pathogenicity Prediction of Single Amino Acid Variants with Machine Learning Model Based on Protein Structural Energies,’ IEEE/ACM Transactions on Computational Biology and Bioinformatics, Volume: 20, Issue 1, Jan.-Feb. 2023, pp. 606 - 615. (SCIE, IF=4.5, Q1 in MATHEMATICS, INTERDISCIPLINARY APPLICATIONS)
Hsin-Hung Chou, Ching-Tien Hsu, Chin-Wei Hsu, Kai-Hsun Yao, Hao-Ching Wang, Sun-Yuan Hsieh, ‘Novel Algorithm for Improved Protein Classification Using Graph Similarity,’ IEEE/ACM Transactions on Computational Biology and Bioinformatics, Volume 19, Issue 6, NOV.-DEC. 2022, pp. 3135 - 3143. (SCIE, IF=4.5, Q1 in MATHEMATICS, INTERDISCIPLINARY APPLICATIONS)
Congo Tak Shing Ching, Pei-Yuan Lee, Nguyen Van Hieu, Hsin-Hung Chou, Fiona Yan-Dong Yao, Sha-Yen Cheng, Yung-Kai Lin, and Thien Luan Phan, 'Real-time, Economical Identification of Microplastics Using Impedance-based Interdigital Array Microelectrodes and k-Nearest Neighbor Model,' Biotechnology and Bioprocess Engineering E 28, pp. 459–466, Dec. 2022. (SCIE, IF=3.2, Q2 in Biotechnology)
Hung-Yu Yan, Dun-Wei Cheng, Peng-Chan Lin, Hsin-Hung Chou, Meng-Ru Shen, and Sun-Yuan Hsieh, 'Using Evolutionary Trees for the Colorectal Cancer Prognosis Prediction,' Computational Biology and Bioinformatics, Volume 9, Issue 1, June 2021, Pages: 1-14.
Hsin-Hung Chou, Ching-Tien Hsu, Li-Hsuan Chen, Yue-Cheng Lin, and Sun-Yuan Hsieh, ‘A Novel Branch-and-Bound Algorithm for the Protein Folding Problem in the 3D HP Model,’ IEEE/ACM Transactions on Computational Biology and Bioinformatics, Volume 18, Issue 2, April 2021, pp. 455 - 462. (SCIE, IF=3.702, Q1 in MATHEMATICS, INTERDISCIPLINARY APPLICATIONS)
Yi-Cheng Yang, Shih-Shun Kao, Ralf Klasing, Sun-Yuan Hsieh, Hsin-Hung Chou, and Jou-Ming Chang, ‘The Construction of Multiple Independent Spanning Trees on Burnt Pancake Networks,’ IEEE Access, Volume 9, Jan. 2021, Pages: 16679 - 16691, DOI: 10.1109/ACCESS.2021.3049290 (SCIE, IF=3.476, Q1 in Computer Science).
Yu Zhang, Bo Shen, Yi-Chih Kao, and Hsin-Hung Chou, ‘A Method of Driving Characteristics Recognition on Vehicle Operation Sequence,’ Journal of Internet Technology, Volume 20 (2019) No.6, pp. 2007-2014. (SCIE, IF=1.140)
Che-Nan Kuo, Hsin-Hung Chou, Nai-Wen Chang, and Sun-Yuan Hsieh, 'Fault-tolerant path embedding in folded hypercubes with both node and edge faults,' Theoretical Computer Science, Vol. 475, Mar. 2013, pp. 82-91. (SCIE, IF=1.002)
Hsin-Hung Chou, Shi-Yuan Chiu, and Shi-Jim Yen, 'CPUZZLER WINS THE FIRST LIGHT UP TOURNAMENT (report),' ICGA Journal, 33, 4, Dec. 2010, pp. 233-235. (SCIE, IF=0.220)
Sun-Yuan Hsieh, Che-Nan Kuo, and Hsin-Hung Chou*, 'A Further Result on Fault-Free Cycles in Faulty-Folded Hypercubes,' Information Processing Letters, Vol. 110, Dec. 2009, pp. 41-43. (SCIE, IF=0.851)
Sun-Yuan Hsieh, Chao-Wen Huang, and Hsin-Hung Chou*, 'A DNA-based graph encoding scheme with its applications to graph isomorphism problems,' Applied Mathematics and Computation, Vol. 203, No. 2, Sep. 2008, pp.502-512. (SCI, IF=4.397, Q1 in Applied Mathematics)
Hsin-Hung Chou*, Ming-Tat Ko, Chin-Wen Ho, and Gen-Huey Chen, 'The node-searching problem on block graphs,' Discrete Applied Mathematics, Vol. 156, Jan. 2008, pp. 55-75. (SCI, IF=1.254)
Chun-Yen Lin, Zhen-Bang Ye, and Hsin-Hung Chou*, 'Deep Learning Approaches with Attention Mechanisms for Go Strength Imitation and Style Recognition', 2024 International Computer Symposium (ICS), pp.1-5, Taipei, Taiwan, OCT. 2024.
Wei-Chang Chen, Zheng-Yuan Lin, and Hsin-Hung Chou*, 'Automatic Bridge Bidding Model Based on LSTM and Deep Reinforcement Learning', 2024 International Computer Symposium (ICS), pp.35-40, Taipei, Taiwan, OCT. 2024.
葉鎮邦、林俊諺、康烜嘉、許庭恩、熊南元、周信宏*、洪政欣 and 張克寧, '以深度學習開發蜜月橋牌電腦對局程式的叫牌功能 ', TCGA 2023 , May 2023,國立東華大學.
林俊諺、葉鎮邦、康烜嘉、許庭恩、熊南元、周信宏*、洪政欣 and 張克寧, '電腦黑白棋對奕平台設計與開發 ', TCGA 2023 , May 2023,國立東華大學.
Li-Wei Cheng, Hsin-Hung Chou, Kuo-Yuan Huang, Chin-Chiang Hsieh, Po-Lun Chu, and Sun-Yuan Hsieh, 'Automated Diagnosis of Vertebral Fractures Using Radiographs and Machine Learning', 18th International Conference on Intelligent Computing, ICIC 2022, August 2022, Xi'an, China. LNCS 13393, pp.726-738, 2022. (L.-W. Cheng and H.-H. Chou—Contributed equally to this work.) (EI)
張逸宗、周信宏*、顏士淨, '電腦黑白棋對奕平台設計與開發 ', TCGA 2022 , May 2022,國立暨南國際大學.
Tzu-Hsuan Wu, Peng-Chan Lin, Hsin-Hung Chou, Meng-Ru Shen, and Sun-Yuan Hsieh "Predict pathogenicity of Human missense SNPs using a protein structural energies-based machine learning model" Proceedings of International Computer Symposium (ICS 2020), Tainan, Taiwan December 17-19, 2020.
Hsin-Hung Chou, Ching-Tien Hsu, Hao-Ching Wang, and Sun-Yuan Hsieh, 'A Novel Improved Algorithm for Protein Classification Through a Graph Similarity Approach'. In: Huang DS., Jo KH. (eds) Intelligent Computing Theories and Application. ICIC 2020. DOI: 10.1007/978-3-030-60802-6_22 . Lecture Notes in Computer Science, vol 12464, 2020, pp. 251-261. Springer. (EI)
嚴禾宸、周信宏*, '基於AlphaZero框架實作黑白棋之研究', TCGA 2020 , July. 2020, 東海大學.
李宜洛、陳雅婷、陳靜宜、周信宏*，'金融法規問答自動產生器之研究：以信用卡為例'，2020 IETAC資訊教育與科技應用研討會，May 2020, 僑光科技大學.
Hsin-Hung Chou*, Feng-Sen Kuan, Yi-Zong Zhang, and Jing-Yi Chen, ‘Connected Handwritten Digits Recognition by Convolutional Neural Networks with Hyper-Parameter Optimization,’ 2019 International Conference on Innovative Computing and Management Science, Jul. 2019, Osaka, Japan.
徐崇豪、周信宏 ,'以App Inventor 程式引導合併會計教學', 2018 ELOE 數位學習國際研討會暨開放教育論壇 , Dec. 2018 , pp. 103-104 ,逢甲大學中科校區.
Hsin-Hung Chou, Ming-Chuan Wu, Wei-Jun Li, Yi-Jing Chen, Shi-Ming Tseng, Wei-Xing Shi, Zong-Hua Yan, Shan-Ting Hsieh, Yao-An Chen ,'Design a Facebook Messenger Chatbot for Course Counselling', 2017 International Multidisciplinary Conferences on Productivity and Sustainability , Dec. 2017 , pp. 11-14 ,Jakarta.
鄧涵憶，周信宏*，許舜欽 ,'利用平行化探勘技術萃取圍棋棋形', TANET2016台灣網際網路研討會 , Oct. 2016 , pp. 528-533 ,國立東華大學.
郭桐甫，周信宏*，許舜欽 ,'電腦台灣麻將程式設計與實作', TCGA2016 , Jun. 2016 ,台中教育大學.
Sun-Yuan Hsieh, I-Pien Tsai, Hao-Che Hung, Yi-Chun Chen, Hsin-Hung Chou, and Chia-Wei Lee, 'An Enhanced Algorithm for Reconstructing a Phylogenetic Tree Based on the Tree Rearrangement and Maximum Likelihood Method, In: Huang, DS., Jo, KH., Hussain, A. (eds) Intelligent Computing Theories and Methodologies. ICIC 2015. https://doi.org/10.1007/978-3-319-22186-1_53 . Lecture Notes in Computer Science, 9226, Aug. 2015, pp. 530-541. (EI)
月江鈺,周信宏*,許舜欽 ,'泰國象棋程式之設計與實作', 2015 全國計算機會議 , Dec. 2015 ,大仁科技大學.
黃宗祥、何文彬、周信宏*,'Facebook輿論蒐尋系統', 2015全國計算機會議 , Dec. 2015 ,大仁科技大學.
黃怡嘉、蔡尚榮、周信宏、戴源良、黃育盛、黃光弘 ,'以資訊物件模型建立分享資訊之小型社群', 2015資訊管理暨電子商務經營管理研討會 , May. 2015 ,台東.
何欣珮、蔡尚榮、周信宏、戴源良、黃育盛、黃光弘 ,'以資訊物件模型建構學習物件', 2015資訊管理暨電子商務經營管理研討會 , May. 2015 ,台東.
葉銓軒、周信宏*,'蒙地卡羅黑白棋程式之設計與開發', TCGA 2015電腦對局研討會 , May. 2015 ,桃園.
陳文誠、周信宏*,'利用GPU架構加速圍棋棋譜搜尋系統', 全國計算機會議(NCS 2013) , Dec. 2013 , pp. 1-6 ,台中.
黃宇新，周信宏*，徐家賢，徐立群，葉銓軒 ,'基於雲端運算之平行化基因演算法研究─以物料裁切為例', 第十九屆資訊管理暨實務研討會 , Dec. 2013 , pp. 351-366 ,台中.
周信宏*，王彥翔，魏辰殷，林一明 ,'雲端運算應用在智慧行動裝置之旅遊排程系統 ', 第十九屆資訊管理暨實務研討會 , Dec. 2013 , pp. 1-15 ,台中.
王彥婷，周信宏，蕭學宏 ,'運用RealFlow創造海嘯特效', 2013新媒體創作與視覺傳達設計暨第七屆台灣數位媒體設計學會國際研討會 , Oct. 2013 , pp.1-10 ,台南.
游明倫，周信宏*，陳文誠 ,'分散式電腦圍棋棋譜搜尋系統之建置 ', 2013 數位生活科技研討會 , Jun. 2013 , pp. 1-7 ,雲林.
廖世欽,周信宏*,徐家賢,徐立群 ,'基因演算法在具時間週期性需求的一維剩餘物料裁切問題之應用', 2013 數位生活科技研討會 , Jun. 2013 , pp. 1-9 ,雲林.
R. Y. Lai, H. H. Chou*, S. C. Hsu, and S. J. Yen ,''The Design and Implementation of a Pattern-directed MCTS-based Computer Go Program--WINGO', The 16th Game Programming Workshop (GPW2011) , Nov. 2011 , pp. 88-91 ,Kanagawa, Japan.
S. J. Yen, C. W. Chou, T. C. Su, S. C. Hsu, H. H. Chou, and J. C. Chen ,'Monte Carlo Tree Search in Chinese Dark Chess', The 16th Game Programming Workshop (GPW2011) , Nov. 2011 , pp.41-45 ,Kanagawa, Japan.
陳勝凱、周信宏*、許舜欽、蔡尚榮、陳祈男 ,'圍棋棋形擷取、編輯與查詢系統之製作', 2010數位生活科技研討會 , Jun. 2010 , pp. ,Tainan, Taiwan.
張浦承、許環麟、魏伯珊、陳益柜、鄭惠日、林源德、張景翔、周信宏* ,'手語雙向教學輔助系統', EITS2010數位教學暨資訊實務研討會 , Mar. 2010 ,Tainan, Taiwan.
王裕廷,周信宏* ,'基因演算法應用於具時窗限制之多天旅遊行程規劃', 2009 科技與管理研討會 , Sep. 2009 ,Taipei, Taiwan.
徐家賢, 周信宏* ,'具連續隨機需求之一維剩餘物料裁切問題的基因演算解法', 2009 資訊技術應用及管理研討會 , Jun. 2009 ,Kaohsiung, Taiwan.
張雅雯,張慧玟,何昱翰,蔡靜宜,陳怡秀,楊欣儒,盧詩吟,周信宏* ,'MSN課程助理', 2009數位學習創新與應用學術研討會 , Jun. 2009 ,Kaohsiung, Taiwan.
汪嘉翔,陳勝凱,蕭學宏,蔡京翰,施吉祥,周信宏* ,'Wii 搖桿之遊戲人機介面', Proceedings of 2008 International Conference on Design, Communication, and Technology of New Media , Jan. 2008 ,ChungLi, Taiwan.
陳晉弘,周信宏*,徐家賢,李俊翰 ,'常數分支度的可擴充性點對點覆蓋網路', Proceedings of the 19th International Conference on Information Management , Jan. 2008 ,Nantou, Taiwan.
李飛鴻,周信宏*,徐家賢 ,'常數分支度之階層式結構化點對點覆蓋網路', Proceedings of 2008 Symposium on Digital Life Technologies: Human-Centric Smart Living Technology , Jan. 2008 ,Tainan, Taiwan.
Hsin-Hung Chou*, Ming-Tat Ko, Chin-Wen Ho, and Gen-Huey Chen ,'On the vertex separation of unicyclic graphs', Proceedings of the 23th Workshop on Discrete Mathematics and Theory of Computing , Jan. 2006 , pp. 28-33 ,Chang-Hwa, Taiwan. (Best paper award)
Hsin-Hung Chou and Chang-Biau Yang ,'The Path Compression Problem on Graphs', Proc. of the 10th Workshop on Combinatorial Mathematics and Computation Theory , Jan. 2004 , pp. 70-74 ,Taichung, Taiwan.
Hsin-Hung Chou*, Ming-Tat Ko, Chin-Wen Ho, and Gen-Huey Chen ,'Avenue of graphs for node-search problem', Proceedings of the 18th Workshop on Discrete Mathematics and Theory of Computing , Jan. 2001 , pp. 55-62 ,Hua-Lien, Taiwan.
連琬菁 (中華民國); LIEN, WAN-CHING (TW);周信宏 (中華民國); CHOU, HSIN-HUNG (TW) ；發明名稱：超音波影像辨識方法及其系統；中華民國專利 發明第I858468號，2024年10月。