Explainable machine learning model for identifying key gut microbes and metabolites biomarkers associated with myasthenia gravis

Authors: Che-Cheng Chang, Tzu-Chi Liu, Chi-Jie Lu, Hou-Chang Chiu, Wei-Ning Lin

Source: Computational and Structural Biotechnology Journal, Vol 23, Iss , Pp 1572-1583 (2024)

Subject Terms: Myasthenia gravis, Gut microbiota, Metabolites, Machine learning, Artificial intelligence, Explainable, Biotechnology, TP248.13-248.65

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2001037024001041; https://doaj.org/toc/2001-0370

Access URL: https://doaj.org/article/df9d328155d94af6985040d8ff7d251c

Predictive modeling and interpretative analysis of risks of instability in patients with Myasthenia Gravis requiring intensive care unit admission

Authors: Chao-Yang Kuo, Emily Chia-Yu Su, Hsu-Ling Yeh, Jiann-Horng Yeh, Hou-Chang Chiu, Chen-Chih Chung

Source: Heliyon, Vol 10, Iss 24, Pp e41084- (2024)

Subject Terms: Artificial intelligence, Extreme gradient boosting, Explainable machine-learning, Intensive care unit, Myasthenia gravis, Prediction, Science (General), Q1-390, Social sciences (General), H1-99

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2405844024171150; https://doaj.org/toc/2405-8440

Access URL: https://doaj.org/article/b298dab01fd8458e8324164a133964eb

Tumor size combined with staging systems for thymoma recurrence prediction: A 28-year experience

Authors: Hao-Yun Liu, MD, Ya-Fang Liu, PhD, Yi-Chen Chang, Hou-Chang Chiu, Jiann-Horng Yeh, MD

Source: Surgery Open Science, Vol 16, Iss , Pp 157-161 (2023)

Subject Terms: Thymoma, Stage, Tumor size, Recurrence, Predict model, Surgery, RD1-811

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2589845023000891; https://doaj.org/toc/2589-8450

Access URL: https://doaj.org/article/7602899ce30e4d259e45bf6eaae9c6fe

Assessing the length of hospital stay for patients with myasthenia gravis based on the data mining MARS approach

Authors: Che-Cheng Chang, Jiann-Horng Yeh, Hou-Chang Chiu, Tzu-Chi Liu, Yen-Ming Chen, Mao-Jhen Jhou, Chi-Jie Lu

Source: Frontiers in Neurology, Vol 14 (2023)

Subject Terms: myasthenia gravis, multivariate adaptive regression splines, data mining, prognosis, hospitalization, machine learning, Neurology. Diseases of the nervous system, RC346-429

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fneur.2023.1283214/full; https://doaj.org/toc/1664-2295

Access URL: https://doaj.org/article/0d6373c1de2144019a27f0d16876b76a

Machine learning strategy for identifying altered gut microbiomes for diagnostic screening in myasthenia gravis

Authors: Che-Cheng Chang, Tzu-Chi Liu, Chi-Jie Lu, Hou-Chang Chiu, Wei-Ning Lin

Source: Frontiers in Microbiology, Vol 14 (2023)

Subject Terms: myasthenia gravis, amplicon sequence variants, gut microbiota, machine learning, extreme gradient boosting, leave one out cross validation, Microbiology, QR1-502

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fmicb.2023.1227300/full; https://doaj.org/toc/1664-302X

Access URL: https://doaj.org/article/840ae868fcdd4d0084acfde0b99ddbe9

A Case of Occlusive Radiation Vasculopathy Presenting as Bilateral Internal Carotid Artery, Left Middle Cerebral Artery Occlusion and Literature Review

Authors: Yung-Chuan Huang, Shin-Leh Huang, Hon-Man Liu, Hou-Chang Chiu

Source: Case Reports in Neurology, Vol 12, Iss 1, Pp 91-96 (2020)

Subject Terms: radiation vasculopathy, carotid stenosis, radiotherapy, head and neck cancer, ischemic stroke, Neurology. Diseases of the nervous system, RC346-429

File Description: electronic resource

Relation: https://www.karger.com/Article/FullText/501902; https://doaj.org/toc/1662-680X

Access URL: https://doaj.org/article/f13c1c2a29cd4f4780d707bdaf2f2676

Mechanical Thrombectomy and Stenting for Radiation-Induced Carotid Stenosis-Related Stroke: A Case Report

Authors: Yu-Chen Cheng, Wei-Cheng Lin, Chia-Nan Lin, Hou-Chang Chiu

Source: Case Reports in Neurology, Vol 12, Iss 1, Pp 70-75 (2020)

Subject Terms: radiation-induced carotid stenosis, radiotherapy, acute ischemic stroke, mechanical thrombectomy, carotid artery stenting, carotid artery occlusion, Neurology. Diseases of the nervous system, RC346-429

File Description: electronic resource

Relation: https://www.karger.com/Article/FullText/507432; https://doaj.org/toc/1662-680X

Access URL: https://doaj.org/article/d0fd0aca13c542a8bfea4d7a1675d4aa

Low-Density Lipoprotein Cholesterol and Mortality in Patients With Intracerebral Hemorrhage in Taiwan

Authors: Chi-Pang Wen, Yi-Che Lee, Yuan-Ting Sun, Chih-Yuan Huang, Chon-Haw Tsai, Po-Lin Chen, Wei-Lun Chang, Po-Yen Yeh, Cheng-Yu Wei, Ming-Jun Tsai, Yu Sun, Chih-Hao Lin, Jiunn-Tay Lee, Ta-Chang Lai, Li-Ming Lien, Mei-Chen Lin, Cheng-Li Lin, June-Han Lee, Hao-Kuang Wang, Chung Y. Hsu, Taiwan Stroke Registry Investigators, Chung-Hsiang Liu, Wei-Shih Huang, Chung-Ta Lu, Tzung-Chang Tsai, Chun-Hung Tseng, Kang-Hsu Lin, Woei-Cherng Shyn, Yu-Wan Yang, Yen-Liang Liu, Der-Yang Cho, Chun-Chung Chen, Shih-Pin Hsu, Han-Jung Chen, Cheng-Sen Chang, Hung-Chang Kuo, Lian-Hui Lee, Huan-Wen Tsui, Jung-Chi Tsou, Yan-Tang Wang, Yi-Cheng Tai, Kun-Chang Tsai, Yen-Wen Chen, Kang Lu, Po-Chao Liliang, Yu-Tun Tsai, Cheng-Loong Liang, Kuo-Wei Wang, Jui-Sheng Chen, Po-Yuan Chen, Cien-Leong Chye, Wei-Jie Tzeng, Pei-Hua Wu, Chih-Hung Chen, Han-Chieh Hsieh, Hui-Chen Su, Yu-Shan Lee, Hsin-Yi Chi, Chou-Hsiung Pan, Po-Chi Chan, Min-Hsien Hsu, Ya-Ying Wu, Zhi-Zang Huang, Hai-Ming Shoung, Yi-Chen Lo, Fu-Hwa Wang, Chien-Chung Chen, Yu-Tai Tsai, Ko-Yi Wang, Tzu-Hsuan Huang, Chao-Nan Yang, Chao-Hsien Hung, Ian Shih, Hsin-Yi Kao, Chien-Jung Lu, Cheng-Huai Lin, Chieh-Cheng Huang, Chang-Hsiu Liu, Hoi-Fong Chan, Ping-Kun Chen, Pai-Yi Chiu, Jiann-Chyun Lin, Yaw-Don Hsu, Jong-Chyou Denq, Giia-Sheun Peng, Chang-Hung Hsu, Chun-Chieh Lin, Che-Hung Yen, Chun-An Cheng, Yueh-Feng Sung, Yuan-Liang Chen, Ming-Tung Lien, Chung-Hsing Chou, Chia-Chen Liu, Fu-Chi Yang, Yi-Chung Wu, An-Chen Tso, Yu-Hua Lai, Chun-I Chiang, Chia-Kuang Tsai, Meng-Ta Liu, Ying-Che Lin, Yu-Chuan Hsu, Jiu-Haw Yin, Chung-JenWang, Kai-ChenWang, Li-Mei Chen, Hou-Chang Chiu, Wei-Hung Chen, Chyi-Huey Bai, Chi-Ieong Lau, Hsu-Ling Yeh, Anna Chang, Jiann-Shing Jeng, Sung-Chun Tang, Li-Kai Tsai, Shin-Joe Yeh, Ching-Huang Lin, Cheng-Chang Yen, Ruey-Tay Lin, Chun-Hung Chen, Gim-Thean Khor, A-Ching Chao, Hsiu-Fen Lin, Poyin Huang, Huey-Juan Lin, Der-Shin Ke, Chia-Yu Chang, Poh-Shiow Yeh, Kao-Chang Lin, Tain-Junn Cheng, Chih-Ho Chou, Chun-Ming Yang, Hsiu-Chu Shen, An-Chih Chen, Shih-Jei Tsai, Tsong-Ming Lu, Sheng-Ling Kung, Mei-Ju Lee, Hsi-Hsien Chou, Siu-Pak Lee, Ming-Hui Sun, Li-Ying Ke, Sheng-Feng Sung, Cheung-Ter Ong, Chi-Shun Wu, Yu-Hsiang Su, Ling-Chien Hung, Tsuey-Ru Chiang, Mei-Ching Lee, Pai-Hao Huang, Sian-King Lie, Pin-Wen Liao, Jen-Tse Chen, Mu-Chien Sun, Tien-Pao Lai, Wei-Liang Chen, Yen-Chun Chen, Ta-Cheng Chen, Wen-Fu Wang, Kwo-Whei Lee, Chen-Shu Chang, Chien-Hsu Lai, Siao-Ya Shih, Chieh-Sen Chuang, Yen-Yu Chen, Chien-Min Chen, Shinn-Kuang Lin, Yu-Chin Su, Cheng-Lun Hsiao, Fu-Yi Yang, Chih-Yang Liu, Han-Lin Chiang, Ser-Chen Fu, Chun-Yuan Chang, I-sheng Lin, Chung-Hsien Chien, Yang-Chuang Chang, Yu-Jen Hsiao, Chen-Wen Fang, Yu-Wei Chen, Kuo-Ying Lee, Yun-Yu Lin, Chen-Hua Li, Hui-Fen Tsai, Chuan-Fa Hsieh, Chih-Dong Yang, Shiumn-Jen Liaw, How-Chin Liao, Shoou-Jeng Yeh, Liang-Po Hsieh, Yong-Hui Lee, Chung-Wen Chen, Chih-Shan Hsu, Ye-Jian-Jhih, Hao-Yu Zhuang, Yan-Hong Pan, Shin-An Shih, Chin-I Chen, Jia-Ying Sung, Hsing-Yu Weng, Hao-Wen Teng, Jing-Er Lee, Chih-Shan Huang, Shu-Ping Chao, Rey-Yue Yuan, Jau-Jiuan Sheu, Jia-Ming Yu, Chun-Sum Ho, Ting-Chun Lin, Shih-Chieh Yu, Jiunn-Rong Chen, Song-Yen Tsai, Hung-Pin Tseng, Chin-Hsiung Liu, Chun-Liang Lin, Hung-Chih Lin, Pi-Tzu Chen, Chaur-Jong Hu, Nai-Fang Chi, Lung Chan, Chang-Ming Chern, Chun-Jen Lin, Shuu-Jiun Wang, Li-Chi Hsu, Wen-Jang Wong, I-Hui Lee, Der-Jen Yen, Ching-Piao Tsai, Shang-Yeong Kwan, Bing-Wen Soong, Shih-Pin Chen, Kwong-Kum Liao, Kung-Ping Lin, Chien Chen, Din-E Shan, Jong-Ling Fuh, Pei-Ning Wang, Yi-Chung Lee, Yu-Hsiang Yu, Hui-Chi Huang, Jui-Yao Tsai, Ming-Hsiu Wu, Shi-Cheng Chen, Chiung-Yao Wang, Ming-Chin Hsu, Tsang-Shan Chen, Ping-Keung Yip, Vinchi Wang, Kaw-ChenWang, Chung-Fen Tsai, Chao-Ching Chen, Chih-Hao Chen, Yi-Chien Liu, Shao-Yuan Chen, Zi-Hao Zhao, Zhi-Peng Wei, Shey-Lin Wu, Ching-Kuan Liu, Ryh-Huei Lin, Ching-Hua Chu, Sui-Hing Yan, Yi-Chun Lin, Pei-Yun Chen, Sheng-Huang Hsiao, Bak-Sau Yip, Pei-Chun Tsai, Ping-Chen Chou, Tsam-Ming Kuo, Yi-Chen Lee, Yi-Pin Chiu, Yi-Sheng Liao

Source: Frontiers in Neurology, Vol 12 (2022)

Subject Terms: stroke, ICH, LDL, Taiwan Stroke Registry, mortality, proportional hazards regression analysis, Neurology. Diseases of the nervous system, RC346-429

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fneur.2021.793471/full; https://doaj.org/toc/1664-2295

Access URL: https://doaj.org/article/0e005edf90b04af0a3f33164fcf57b37

Xanthohumol from Humulus lupulus L. induces glioma cell autophagy via inhibiting Akt/mTOR/S6K pathway

Authors: Wan-Jung Lu, Chao-Chien Chang, Li-Ming Lien, Ting-Lin Yen, Hou-Chang Chiu, Shih-Yi Huang, Joen-Rong Sheu, Kuan-Hung Lin

Source: Journal of Functional Foods, Vol 18, Iss , Pp 538-549 (2015)

Subject Terms: Autophagy, Glioblastoma multiforme, MAPK, mTOR, Xanthohumol, Nutrition. Foods and food supply, TX341-641

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1756464615004041; https://doaj.org/toc/1756-4646

Access URL: https://doaj.org/article/3b3d648c75dc4a72bf14908fa4d918ef

Impact of MCA stenosis on the early outcome in acute ischemic stroke patients.

Authors: Jiann-Shing Jeng, Fang-I Hsieh, Hsu-Ling Yeh, Wei-Hung Chen, Hou-Chang Chiu, Sung-Chun Tang, Chung-Hsiang Liu, Huey-Juan Lin, Shih-Pin Hsu, Yuk-Keung Lo, Lung Chan, Chih-Hung Chen, Ruey-Tay Lin, Yu-Wei Chen, Jiunn-Tay Lee, Chung-Hsin Yeh, Ming-Hui Sun, Ta-Chang Lai, Yu Sun, Mu-Chien Sun, Po-Lin Chen, Tsuey-Ru Chiang, Shinn-Kuang Lin, Bak-Sau Yip, Chin-I Chen, Chi-Huey Bai, Sien-Tsong Chen, Hung-Yi Chiou, Li-Ming Lien, Chung Y Hsu, Taiwan Stroke Registry Investigators

Source: PLoS ONE, Vol 12, Iss 4, p e0175434 (2017)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: http://europepmc.org/articles/PMC5384773?pdf=render; https://doaj.org/toc/1932-6203

Access URL: https://doaj.org/article/bfe342ab3f3f4a7a9087a9d9f092d566

Clinical Characteristics of MuSK Antibody-positive Myasthenia Gravis in Taiwan

Authors: Yung-Chuan Huang, Jiann-Horng Yeh, Hou-Chang Chiu, Wei-Hung Chen

Source: Journal of the Formosan Medical Association, Vol 107, Iss 7, Pp 572-575 (2008)

Subject Terms: autoantibodies, immunotherapy, MuSK protein, myasthenia gravis, plasmapheresis, Medicine (General), R5-920

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S0929664608601710; https://doaj.org/toc/0929-6646

Access URL: https://doaj.org/article/1c0f88b8ef154aeab02aabf481ef2268

Quality Improvement in Acute Ischemic Stroke Care in Taiwan: The Breakthrough Collaborative in Stroke.

Authors: Fang-I Hsieh, Jiann-Shing Jeng, Chang-Ming Chern, Tsong-Hai Lee, Sung-Chun Tang, Li-Kai Tsai, Hsun-Hsiang Liao, Hang Chang, Kenneth A LaBresh, Hung-Jung Lin, Hung-Yi Chiou, Hou-Chang Chiu, Li-Ming Lien, BTS-Stroke Investigators

Source: PLoS ONE, Vol 11, Iss 8, p e0160426 (2016)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: http://europepmc.org/articles/PMC4972387?pdf=render; https://doaj.org/toc/1932-6203

Access URL: https://doaj.org/article/ad5d3e7ff4d74da6b691f6ca768438c4

A novel sleep/wake identification method with video analysis

Authors: Yuan-Kai Wang, Hong-Yu Chen, Jian-Ru Chen, Chia-Mo Lin, Hou-Chang Chiu

Source: 2013 International Conference on Machine Learning and Cybernetics Machine Learning and Cybernetics (ICMLC), 2013 International Conference on. 03:1130-1135 Jul, 2013

Relation: 2013 International Conference on Machine Learning and Cybernetics (ICMLC)

A systematic-search-and-review of registered pharmacological therapies investigated to improve neuro-recovery after a stroke.

Authors: Tsong-Hai Lee, Shinichiro Uchiyama, Yohanna Kusuma, Hou Chang Chiu, Navarro, Jose C., Kay Sin Tan, Pandian, Jeyaraj, Liang Guo, Yoko Wong, Venketasubramanian, Narayanaswamy

Source: Frontiers in Neurology; 2024, p1-41, 41p

Subject Terms: STROKE, HEMORRHAGIC stroke, ISCHEMIC stroke, CEREBRAL hemorrhage, SUBARACHNOID hemorrhage

The 10-Year Prognosis and Prevalence of Brugada-Type Electrocardiograms in Elderly Women: A Longitudinal Nationwide Community-Based Prospective Study.

Authors: Shih-Fan Yeh, Sherri, Ching-Yu Julius Chen, I-Chien Wu, Chih-Cheng Hsu, Tzu-Yu Chen, Wei-Ting Tseng, Feng-Cheng Tang, Chi-Chung Wang, Chung-Chou Juan, Hou-Chang Chiu, Huey-Ming Lo, Dun-Hui Yang, Jyh-Ming Jimmy Juang, Chao Agnes Hsiung

Source: Journal of Cardiovascular Nursing; Nov/Dec2020, Vol. 35 Issue 6, pE25-E32, 8p

Licochalcone A Prevents Platelet Activation and Thrombus Formation through the Inhibition of PLC2-PKC, Akt, and MAPK Pathways.

Authors: Li-Ming Lien, Kuan-Hung Lin, Li-Ting Huang, Mei-Fang Tseng, Hou-Chang Chiu, Ray-Jade Chen, Wan-Jung Lu

Source: International Journal of Molecular Sciences; Jul2017, Vol. 18 Issue 7, p1500, 19p, 2 Diagrams, 7 Graphs

Subject Terms: BLOOD platelet activation, THROMBOSIS, LICORICE (Plant), MITOGEN-activated protein kinases, COLLAGEN

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Improved predictive ability of the Montreal Cognitive Assessment for diagnosing dementia in a community-based study.

Authors: Jung-Lung Hsu, Yen-Chun Fan, Ya-Li Huang, Jui Wang, Wei-Hung Chen, Hou-Chang Chiu, Chyi-Huey Bai

Source: Alzheimer's Research & Therapy; 11/9/2015, Vol. 7, p1-8, 8p

Subject Terms: MONTREAL Cognitive Assessment, MINI-Mental State Examination, PREDICTIVE tests, DIAGNOSIS of dementia, DIAGNOSIS methods, PSYCHIATRIC diagnosis

Prevalence and prognosis of Brugada electrocardiogram patterns in an elderly Han Chinese population: a nation-wide community-based study (HALST cohort).

Authors: Jyh-Ming Jimmy Juang, Ching-Yu Julius Chen, Ying-Hsiang Chen, I-Chien Wu, Chih-Cheng Hsu, Lei-Na Chen, Feng-Cheng Tang, Chi-Chung Wang, Chung-Chou Juan, Hou-Chang Chiu, Huey-Ming Lo, I-Shou Chang, Juey-Jen Hwang, Ling-Ping Lai, Fu-Tien Chiang, Jiunn-Lee Lin, Chao Agnes Hsiung, Juang, Jyh-Ming Jimmy, Chen, Ching-Yu Julius, Chen, Ying-Hsiang

Source: EP: Europace; 2015 Supplement, Vol. 19, pii54-ii62, 9p

Subject Terms: BRUGADA syndrome diagnosis, COMPARATIVE studies, DEMOGRAPHY, ELECTROCARDIOGRAPHY, RESEARCH methodology, MEDICAL cooperation, PROGNOSIS, RESEARCH, RESEARCH evaluation, SURVIVAL, EVALUATION research, BRUGADA syndrome, DISEASE prevalence

Geographic Terms: CHINA, TAIWAN

Higher Risk of Myasthenia Gravis in Patients With Thyroid and Allergic Diseases.

Authors: Jiann-Horng Yeh, Huang-Tsung Kuo, Hsuan-Ju Chen, Yen-Kung Chen, Hou-Chang Chiu, Chia-Hung Kao

Source: Medicine; May2015, Vol. 94 Issue 21, p1-5, 5p