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- [1] Prediction of newborn's body mass index using nationwide multicenter ultrasound data: a machine-learning studyBMC PREGNANCY AND CHILDBIRTH, 2021, 21 (01)Lee, Kwang-Sig论文数: 0 引用数: 0 h-index: 0机构: Korea Univ, AI Ctr, Coll Med, Seoul, South Korea Korea Univ, AI Ctr, Coll Med, Seoul, South KoreaKim, Ho Yeon论文数: 0 引用数: 0 h-index: 0机构: Korea Univ, Dept Obstet & Gynecol, Coll Med, 73 Goryeodae Ro, Seoul 02841, South Korea Korea Univ, AI Ctr, Coll Med, Seoul, South KoreaLee, Se Jin论文数: 0 引用数: 0 h-index: 0机构: Kangwon Natl Univ, Sch Med, Kangwon Natl Univ Hosp, Dept Obstet & Gynecol, Chunchon, South Korea Korea Univ, AI Ctr, Coll Med, Seoul, South KoreaKwon, Sung Ok论文数: 0 引用数: 0 h-index: 0机构: Kangwon Natl Univ, Dept Prevent Med, Sch Med, Chunchon, South Korea Korea Univ, AI Ctr, Coll Med, Seoul, South Korea论文数: 引用数: h-index:机构:Hwang, Han Sung论文数: 0 引用数: 0 h-index: 0机构: Konkuk Univ, Res Inst Med Sci, Dept Obstet & Gynecol, Sch Med, Seoul, South Korea Korea Univ, AI Ctr, Coll Med, Seoul, South KoreaPark, Mi Hye论文数: 0 引用数: 0 h-index: 0机构: Ewha Womans Univ, Ewha Med Inst, Ewha Med Ctr, Dept Obstet & Gynecol,Coll Med, Seoul, South Korea Korea Univ, AI Ctr, Coll Med, Seoul, South Korea论文数: 引用数: h-index:机构:
- [2] Predictors of Newborn's Weight for Height: A Machine Learning Study Using Nationwide Multicenter Ultrasound DataDIAGNOSTICS, 2021, 11 (07)论文数: 引用数: h-index:机构:Lee, Kwang-Sig论文数: 0 引用数: 0 h-index: 0机构: Korea Univ, Coll Med, AI Ctr, Anam Hosp, Seoul 02841, South Korea Korea Univ, Anam Hosp, Dept Obstet & Gynecol, Coll Med, Seoul 02841, South KoreaLee, Se Jin论文数: 0 引用数: 0 h-index: 0机构: Kangwon Natl Univ, Dept Obstet & Gynecol, Kangwon Natl Univ Hosp, Sch Med, Kangwon, Chuncheon, South Korea Korea Univ, Anam Hosp, Dept Obstet & Gynecol, Coll Med, Seoul 02841, South KoreaKwon, Sung Ok论文数: 0 引用数: 0 h-index: 0机构: Kangwon Natl Univ, Dept Prevent Med, Sch Med, Kangwon 24289, Chuncheon, South Korea Korea Univ, Anam Hosp, Dept Obstet & Gynecol, Coll Med, Seoul 02841, South Korea论文数: 引用数: h-index:机构:Kim, Kyongjin论文数: 0 引用数: 0 h-index: 0机构: Presbyterian Med Ctr, Dept Obstet & Gynecol, Jeonju 54987, South Korea Korea Univ, Anam Hosp, Dept Obstet & Gynecol, Coll Med, Seoul 02841, South KoreaKang, Hye Sim论文数: 0 引用数: 0 h-index: 0机构: Jeju Natl Univ, Dept Obstet & Gynecol, Jeju 63241, South Korea Korea Univ, Anam Hosp, Dept Obstet & Gynecol, Coll Med, Seoul 02841, South KoreaLee, Kyung A.论文数: 0 引用数: 0 h-index: 0机构: Ewha Womans Univ, Ewha Med Ctr, Ewha Med Inst, Dept Obstet & Gynecol,Coll Med, Seoul 07804, South Korea Korea Univ, Anam Hosp, Dept Obstet & Gynecol, Coll Med, Seoul 02841, South Korea论文数: 引用数: h-index:机构:Kim, Moon Young论文数: 0 引用数: 0 h-index: 0机构: CHA Univ, CHA Gangnam Med Ctr, Dept Obstet & Gynecol, Seoul 06135, South Korea Korea Univ, Anam Hosp, Dept Obstet & Gynecol, Coll Med, Seoul 02841, South KoreaHwang, Han Sung论文数: 0 引用数: 0 h-index: 0机构: Konkuk Univ, Res Inst Med Sci, Dept Obstet & Gynecol, Sch Med, Seoul 05030, South Korea Korea Univ, Anam Hosp, Dept Obstet & Gynecol, Coll Med, Seoul 02841, South KoreaPark, Mi Hye论文数: 0 引用数: 0 h-index: 0机构: Ewha Womans Univ, Ewha Med Ctr, Ewha Med Inst, Dept Obstet & Gynecol,Coll Med, Seoul 07804, South Korea Korea Univ, Anam Hosp, Dept Obstet & Gynecol, Coll Med, Seoul 02841, South Korea
- [3] Prediction of Seronegative Hashimoto's thyroiditis using machine learning models based on ultrasound radiomics: a multicenter studyBMC Immunology, 26 (1)Wenjun Wu论文数: 0 引用数: 0 h-index: 0机构: Liaoning University of Chinese Medicine,Department of Thyroid and Breast Surgery Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryShengsheng Yao论文数: 0 引用数: 0 h-index: 0机构: People’s Hospital of China Medical University (Liaoning Provincial People’s Hospital),Department of Ultrasound Medicine Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryDaming Liu论文数: 0 引用数: 0 h-index: 0机构: People’s Hospital of China Medical University (Liaoning Provincial People’s Hospital),Department of Pathology Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryYuan Luo论文数: 0 引用数: 0 h-index: 0机构: People’s Hospital of China Medical University (Liaoning Provincial People’s Hospital),Department of Cardiology Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryYihan Sun论文数: 0 引用数: 0 h-index: 0机构: People’s Hospital of China Medical University (Liaoning Provincial People’s Hospital),Department of Thyroid Surgery Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryTing Ruan论文数: 0 引用数: 0 h-index: 0机构: Liaoning University of Chinese Medicine,Department of Thyroid and Breast Surgery Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryMengyou Liu论文数: 0 引用数: 0 h-index: 0机构: Lixin County People’s Hospital,School of Intelligent Medicine Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryLi Shi论文数: 0 引用数: 0 h-index: 0机构: Jinzhou Medical College Linghai Dalinghe Hospital,Department of General Medicine Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryChang Liu论文数: 0 引用数: 0 h-index: 0机构: China Medical University,Department of Endocrinology Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryMingming Xiao论文数: 0 引用数: 0 h-index: 0机构: People’s Hospital of China Medical University (Liaoning Provincial People’s Hospital),Department of Cardiology Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryQi Zhang论文数: 0 引用数: 0 h-index: 0机构: People’s Hospital of China Medical University (Liaoning Provincial People’s Hospital),Department of Pathology Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryZhengshuai Liu论文数: 0 引用数: 0 h-index: 0机构: Fengcheng Phoenix Hospital,Department of Medical Laboratory Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryXingai Ju论文数: 0 引用数: 0 h-index: 0机构: People’s Hospital of China Medical University (Liaoning Provincial People’s Hospital),undefined Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryJiahao Wang论文数: 0 引用数: 0 h-index: 0机构: China Medical University,Department of Endocrinology Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryXiang Fei论文数: 0 引用数: 0 h-index: 0机构: People’s Hospital of China Medical University (Liaoning Provincial People’s Hospital),Department of Ultrasound Medicine Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryLi Lu论文数: 0 引用数: 0 h-index: 0机构: People’s Hospital of China Medical University (Liaoning Provincial People’s Hospital),undefined Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryYang Gao论文数: 0 引用数: 0 h-index: 0机构: People’s Hospital of China Medical University (Liaoning Provincial People’s Hospital),Department of Ultrasound Medicine Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryYing Zhang论文数: 0 引用数: 0 h-index: 0机构: People’s Hospital of China Medical University (Liaoning Provincial People’s Hospital),Department of Ultrasound Medicine Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryLiying Gong论文数: 0 引用数: 0 h-index: 0机构: People’s Hospital of China Medical University (Liaoning Provincial People’s Hospital),undefined Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryXuanyu Chen论文数: 0 引用数: 0 h-index: 0机构: Jinzhou Medical University,undefined Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryWanli Zheng论文数: 0 引用数: 0 h-index: 0机构: Jinzhou Medical University,undefined Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryXiali Niu论文数: 0 引用数: 0 h-index: 0机构: People’s Hospital of China Medical University (Liaoning Provincial People’s Hospital),undefined Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryXiao Yang论文数: 0 引用数: 0 h-index: 0机构: People’s Hospital of China Medical University (Liaoning Provincial People’s Hospital),Department of Cardiology Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryHuimei Cao论文数: 0 引用数: 0 h-index: 0机构: Jinzhou Medical College Linghai Dalinghe Hospital,Department of General Medicine Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryShijie Chang论文数: 0 引用数: 0 h-index: 0机构: China Medical University,Department of Endocrinology Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryJianchun Cui论文数: 0 引用数: 0 h-index: 0机构: People’s Hospital of China Medical University (Liaoning Provincial People’s Hospital),Department of Ultrasound Medicine Liaoning University of Chinese Medicine,Department of Thyroid and Breast SurgeryZuoxin Ma论文数: 0 引用数: 0 h-index: 0机构: People’s Hospital of China Medical University (Liaoning Provincial People’s Hospital),undefined Liaoning University of Chinese Medicine,Department of Thyroid and Breast Surgery
- [4] Body Mass Index and Caries: Machine Learning and Statistical Analytics of the Dental, Oral, Medical Epidemiological (DOME) Nationwide Big Data StudyMETABOLITES, 2023, 13 (01)Ben-Assuli, Ofir论文数: 0 引用数: 0 h-index: 0机构: Ono Acad Coll, Fac Business Adm, IL-55000 Kiryat Ono, Israel Ono Acad Coll, Fac Business Adm, IL-55000 Kiryat Ono, IsraelBar, Ori论文数: 0 引用数: 0 h-index: 0机构: Hebrew Univ Jerusalem, Fac Dent Med, IL-91120 Jerusalem, Israel Ono Acad Coll, Fac Business Adm, IL-55000 Kiryat Ono, IsraelGeva, Gaya论文数: 0 引用数: 0 h-index: 0机构: Ono Acad Coll, Fac Business Adm, IL-55000 Kiryat Ono, Israel Ono Acad Coll, Fac Business Adm, IL-55000 Kiryat Ono, IsraelSiri, Shlomit论文数: 0 引用数: 0 h-index: 0机构: Ono Acad Coll, Fac Business Adm, IL-55000 Kiryat Ono, Israel Ono Acad Coll, Fac Business Adm, IL-55000 Kiryat Ono, IsraelTzur, Dorit论文数: 0 引用数: 0 h-index: 0机构: Israel Def Forces, Med Corps, Med Informat Dept, IL-02149 Ramat Gan, Israel Ono Acad Coll, Fac Business Adm, IL-55000 Kiryat Ono, IsraelAlmoznino, Galit论文数: 0 引用数: 0 h-index: 0机构: Hebrew Univ Jerusalem, Fac Dent Med, Hadassah Med Ctr, Big Biomed Data Res Lab, IL-91120 Jerusalem, Israel Hebrew Univ Jerusalem, Fac Dent Med, Hadassah Med Ctr, Dept Endodont, IL-91120 Jerusalem, Israel Hebrew Univ Jerusalem, Fac Dent Med, Hadassah Med Ctr, Dept Oral Med Sedat & Maxillofacial Imaging, IL-91120 Jerusalem, Israel Ono Acad Coll, Fac Business Adm, IL-55000 Kiryat Ono, Israel
- [5] The Prediction of Body Mass Index from Negative Affectivity through Machine Learning: A Confirmatory StudySENSORS, 2021, 21 (07)论文数: 引用数: h-index:机构:论文数: 引用数: h-index:机构:论文数: 引用数: h-index:机构:Salomoni, Paola论文数: 0 引用数: 0 h-index: 0机构: Univ Bologna, Dept Comp Sci & Engn, I-40127 Bologna, Italy Univ Bologna, Dept Comp Sci & Engn, I-40127 Bologna, Italy论文数: 引用数: h-index:机构:论文数: 引用数: h-index:机构:
- [6] Cleansing and Imputation of Body Mass Index Data and Its Impact on a Machine Learning Based Prediction ModelHEALTH INFORMATICS MEETS EHEALTH: BIOMEDICAL MEETS EHEALTH - FROM SENSORS TO DECISIONS, 2018, 248 : 116 - 123Jauk, Stefanie论文数: 0 引用数: 0 h-index: 0机构: CBmed, Graz, Austria CBmed, Graz, AustriaKramer, Diether论文数: 0 引用数: 0 h-index: 0机构: Steiermark Krankenanstaltengesell mbH KAGeS, Graz, Austria CBmed, Graz, AustriaLeodolter, Werner论文数: 0 引用数: 0 h-index: 0机构: Steiermark Krankenanstaltengesell mbH KAGeS, Graz, Austria CBmed, Graz, Austria
- [7] Prediction of Newborn Weight Using Questionnaire Data and Machine Learning ApproachINFORMATION TECHNOLOGIES IN MEDICINE (ITIB 2016), VOL 2, 2016, 472 : 173 - 182Pieter, Justyna论文数: 0 引用数: 0 h-index: 0机构: Silesian Tech Univ, Inst Automat Control, Fac Automat Control Elect & Comp Sci, Akad 16, Gliwice, Poland Silesian Tech Univ, Inst Automat Control, Fac Automat Control Elect & Comp Sci, Akad 16, Gliwice, Poland论文数: 引用数: h-index:机构:Sobczyk, Karolina论文数: 0 引用数: 0 h-index: 0机构: Med Univ Silesia, Dept Hlth Econ & Management, Sch Publ Hlth, Piekarska 18, Bytom, Poland Silesian Tech Univ, Inst Automat Control, Fac Automat Control Elect & Comp Sci, Akad 16, Gliwice, Poland论文数: 引用数: h-index:机构:
- [8] Solar Flare Index Prediction Using SDO/HMI Vector Magnetic Data Products with Statistical and Machine-learning MethodsASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2022, 263 (02):Zhang, Hewei论文数: 0 引用数: 0 h-index: 0机构: New Jersey Inst Technol, Dept Math Sci, Newark, NJ 07102 USA New Jersey Inst Technol, Inst Space Weather Sci, Newark, NJ 07102 USA New Jersey Inst Technol, Dept Math Sci, Newark, NJ 07102 USALi, Qin论文数: 0 引用数: 0 h-index: 0机构: New Jersey Inst Technol, Inst Space Weather Sci, Newark, NJ 07102 USA New Jersey Inst Technol, Big Bear Solar Observ, 40386 North Shore Lane, Big Bear City, CA 92314 USA New Jersey Inst Technol, Dept Math Sci, Newark, NJ 07102 USAYang, Yanxing论文数: 0 引用数: 0 h-index: 0机构: New Jersey Inst Technol, Dept Phys, Newark, NJ 07102 USA New Jersey Inst Technol, Dept Math Sci, Newark, NJ 07102 USAJing, Ju论文数: 0 引用数: 0 h-index: 0机构: New Jersey Inst Technol, Inst Space Weather Sci, Newark, NJ 07102 USA New Jersey Inst Technol, Big Bear Solar Observ, 40386 North Shore Lane, Big Bear City, CA 92314 USA New Jersey Inst Technol, Dept Math Sci, Newark, NJ 07102 USAWang, Jason T. L.论文数: 0 引用数: 0 h-index: 0机构: New Jersey Inst Technol, Inst Space Weather Sci, Newark, NJ 07102 USA New Jersey Inst Technol, Dept Comp Sci, Newark, NJ 07102 USA New Jersey Inst Technol, Dept Math Sci, Newark, NJ 07102 USAWang, Haimin论文数: 0 引用数: 0 h-index: 0机构: New Jersey Inst Technol, Inst Space Weather Sci, Newark, NJ 07102 USA New Jersey Inst Technol, Big Bear Solar Observ, 40386 North Shore Lane, Big Bear City, CA 92314 USA New Jersey Inst Technol, Dept Math Sci, Newark, NJ 07102 USAShang, Zuofeng论文数: 0 引用数: 0 h-index: 0机构: New Jersey Inst Technol, Dept Math Sci, Newark, NJ 07102 USA New Jersey Inst Technol, Inst Space Weather Sci, Newark, NJ 07102 USA New Jersey Inst Technol, Dept Math Sci, Newark, NJ 07102 USA
- [9] Machine-Learning Prediction of Postoperative Pituitary Hormonal Outcomes in Nonfunctioning Pituitary Adenomas: A Multicenter StudyFRONTIERS IN ENDOCRINOLOGY, 2021, 12Fang, Yi论文数: 0 引用数: 0 h-index: 0机构: Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R China Fuzhou Gen Hosp, Dept Neurosurg, Fuzhou, Peoples R China Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R ChinaWang, He论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Neurosurg, Beijing, Peoples R China Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R ChinaFeng, Ming论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Neurosurg, Beijing, Peoples R China Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R ChinaZhang, Wentai论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Neurosurg, Beijing, Peoples R China Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R ChinaCao, Lei论文数: 0 引用数: 0 h-index: 0机构: Capital Med Univ, Tiantan Hosp, Dept Neurosurg, Beijing, Peoples R China Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R ChinaDing, Chenyu论文数: 0 引用数: 0 h-index: 0机构: Fujian Med Univ, Dept Neurosurg, Affiliated Hosp 1, Fuzhou, Peoples R China Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R ChinaChen, Hongjie论文数: 0 引用数: 0 h-index: 0机构: Fuzhou Gen Hosp, Dept Neurosurg, Fuzhou, Peoples R China Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R ChinaWei, Liangfeng论文数: 0 引用数: 0 h-index: 0机构: Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R China Fuzhou Gen Hosp, Dept Neurosurg, Fuzhou, Peoples R China Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R ChinaMu, Shuwen论文数: 0 引用数: 0 h-index: 0机构: Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R China Fuzhou Gen Hosp, Dept Neurosurg, Fuzhou, Peoples R China Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R ChinaPei, Zhijie论文数: 0 引用数: 0 h-index: 0机构: Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R China Fuzhou Gen Hosp, Dept Neurosurg, Fuzhou, Peoples R China Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R ChinaLi, Jun论文数: 0 引用数: 0 h-index: 0机构: Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R China Fuzhou Gen Hosp, Dept Neurosurg, Fuzhou, Peoples R China Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R ChinaZhang, Heng论文数: 0 引用数: 0 h-index: 0机构: Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R China Fuzhou Gen Hosp, Dept Neurosurg, Fuzhou, Peoples R China Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R ChinaWang, Renzhi论文数: 0 引用数: 0 h-index: 0机构: Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Neurosurg, Beijing, Peoples R China Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R ChinaWang, Shousen论文数: 0 引用数: 0 h-index: 0机构: Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R China Fuzhou Gen Hosp, Dept Neurosurg, Fuzhou, Peoples R China Fujian Med Univ, Dept Neurosurg, Fuzong Clin Med Coll, Fuzhou, Peoples R China
- [10] Prediction of California Bearing Ratio Using Soil Index Properties by Regression and Machine-Learning TechniquesINTERNATIONAL JOURNAL OF PAVEMENT RESEARCH AND TECHNOLOGY, 2024, 17 (02) : 306 - 324论文数: 引用数: h-index:机构:Al-Akhrass, Haneen I.论文数: 0 引用数: 0 h-index: 0机构: Jordan Univ Sci & Technol, Civil Engn Dept, POB 3030, Irbid 22110, Jordan Prince Mohammad Bin Fahd Univ, Civil Engn Dept, Al Azeziya, Eastern Provinc, Saudi ArabiaRabab'ah, Samer R.论文数: 0 引用数: 0 h-index: 0机构: Jordan Univ Sci & Technol, Civil Engn Dept, POB 3030, Irbid 22110, Jordan Prince Mohammad Bin Fahd Univ, Civil Engn Dept, Al Azeziya, Eastern Provinc, Saudi ArabiaAl-sugaier, Ahmed O.论文数: 0 引用数: 0 h-index: 0机构: Jordan Univ Sci & Technol, Civil Engn Dept, POB 3030, Irbid 22110, Jordan Prince Mohammad Bin Fahd Univ, Civil Engn Dept, Al Azeziya, Eastern Provinc, Saudi Arabia