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- [1] Integrating metabolomic data with machine learning approach for discovery of Q-markers from Jinqi Jiangtang preparation against type 2 diabetesCHINESE MEDICINE, 2021, 16 (01)Yang, Lele论文数: 0 引用数: 0 h-index: 0机构: Univ Macau, Inst Chinese Med Sci, State Key Lab Qual Res Chinese Med, Macau, Peoples R China Univ Macau, Inst Chinese Med Sci, State Key Lab Qual Res Chinese Med, Macau, Peoples R ChinaXue, Yan论文数: 0 引用数: 0 h-index: 0机构: Univ Macau, Inst Chinese Med Sci, State Key Lab Qual Res Chinese Med, Macau, Peoples R China Univ Macau, Inst Chinese Med Sci, State Key Lab Qual Res Chinese Med, Macau, Peoples R ChinaWei, Jinchao论文数: 0 引用数: 0 h-index: 0机构: Univ Macau, Inst Chinese Med Sci, State Key Lab Qual Res Chinese Med, Macau, Peoples R China Univ Macau, Inst Chinese Med Sci, State Key Lab Qual Res Chinese Med, Macau, Peoples R ChinaDai, Qi论文数: 0 引用数: 0 h-index: 0机构: Chengdu Inst Food & Drug Control, Chengdu, Peoples R China Univ Macau, Inst Chinese Med Sci, State Key Lab Qual Res Chinese Med, Macau, Peoples R ChinaLi, Peng论文数: 0 引用数: 0 h-index: 0机构: Univ Macau, Inst Chinese Med Sci, State Key Lab Qual Res Chinese Med, Macau, Peoples R China Univ Macau, Inst Chinese Med Sci, State Key Lab Qual Res Chinese Med, Macau, Peoples R China
- [2] Machine Learning Approach to Metabolomic Data Predicts Type 2 Diabetes Mellitus IncidenceINTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2024, 25 (10)Leiherer, Andreas论文数: 0 引用数: 0 h-index: 0机构: Vorarlberg Inst Vasc Invest & Treatment VIVIT, A-6800 Feldkirch, Austria Cent Med Labs, A-6800 Feldkirch, Austria Private Univ Principal Liechtenstein, Fac Med Sci, FL-9495 Triesen, Liechtenstein Vorarlberg Inst Vasc Invest & Treatment VIVIT, A-6800 Feldkirch, AustriaMuendlein, Axel论文数: 0 引用数: 0 h-index: 0机构: Vorarlberg Inst Vasc Invest & Treatment VIVIT, A-6800 Feldkirch, Austria Vorarlberg Inst Vasc Invest & Treatment VIVIT, A-6800 Feldkirch, AustriaMink, Sylvia论文数: 0 引用数: 0 h-index: 0机构: Cent Med Labs, A-6800 Feldkirch, Austria Private Univ Principal Liechtenstein, Fac Med Sci, FL-9495 Triesen, Liechtenstein Vorarlberg Inst Vasc Invest & Treatment VIVIT, A-6800 Feldkirch, AustriaMader, Arthur论文数: 0 引用数: 0 h-index: 0机构: Vorarlberg Inst Vasc Invest & Treatment VIVIT, A-6800 Feldkirch, Austria Acad Teaching Hosp Feldkirch, Dept Internal Med 3, A-6800 Feldkirch, Austria Vorarlberg Inst Vasc Invest & Treatment VIVIT, A-6800 Feldkirch, AustriaSaely, Christoph H.论文数: 0 引用数: 0 h-index: 0机构: Vorarlberg Inst Vasc Invest & Treatment VIVIT, A-6800 Feldkirch, Austria Private Univ Principal Liechtenstein, Fac Med Sci, FL-9495 Triesen, Liechtenstein Acad Teaching Hosp Feldkirch, Dept Internal Med 3, A-6800 Feldkirch, Austria Vorarlberg Inst Vasc Invest & Treatment VIVIT, A-6800 Feldkirch, AustriaFesta, Andreas论文数: 0 引用数: 0 h-index: 0机构: Vorarlberg Inst Vasc Invest & Treatment VIVIT, A-6800 Feldkirch, Austria Vorarlberg Inst Vasc Invest & Treatment VIVIT, A-6800 Feldkirch, AustriaFraunberger, Peter论文数: 0 引用数: 0 h-index: 0机构: Cent Med Labs, A-6800 Feldkirch, Austria Private Univ Principal Liechtenstein, Fac Med Sci, FL-9495 Triesen, Liechtenstein Vorarlberg Inst Vasc Invest & Treatment VIVIT, A-6800 Feldkirch, Austria论文数: 引用数: h-index:机构:
- [3] A Machine-Learning Approach on Metabolomic Data to Predict Type 2 Diabetes Mellitus IncidenceDIABETES, 2024, 73Leiherer, Andreas论文数: 0 引用数: 0 h-index: 0Muendlein, Axel论文数: 0 引用数: 0 h-index: 0Saely, Christoph H.论文数: 0 引用数: 0 h-index: 0Plattner, Thomas论文数: 0 引用数: 0 h-index: 0Larcher, Barbara论文数: 0 引用数: 0 h-index: 0Mader, Arthur论文数: 0 引用数: 0 h-index: 0Vonbank, Alexander论文数: 0 引用数: 0 h-index: 0Laaksonen, Reijo论文数: 0 引用数: 0 h-index: 0Fraunberger, Peter论文数: 0 引用数: 0 h-index: 0Drexel, Heinz论文数: 0 引用数: 0 h-index: 0
- [4] Identifying diagnostic indicators for type 2 diabetes mellitus from physical examination using interpretable machine learning approachFRONTIERS IN ENDOCRINOLOGY, 2024, 15Lv, Xiang论文数: 0 引用数: 0 h-index: 0机构: Sichuan Univ, Coll Chem, Chengdu, Peoples R China Sichuan Univ, Coll Chem, Chengdu, Peoples R ChinaLuo, Jiesi论文数: 0 引用数: 0 h-index: 0机构: Southwest Med Univ, Basic Med Coll, Luzhou, Peoples R China Sichuan Univ, Coll Chem, Chengdu, Peoples R ChinaHuang, Wei论文数: 0 引用数: 0 h-index: 0机构: Southwest Med Univ, Affiliated Hosp, Dept Endocrinol & Metab, Luzhou, Peoples R China Southwest Med Univ, Affiliated Hosp, Metab Vasc Dis Key Lab Sichuan Prov, Luzhou, Peoples R China Sichuan Univ, Coll Chem, Chengdu, Peoples R ChinaGuo, Hui论文数: 0 引用数: 0 h-index: 0机构: Sichuan Univ, Coll Chem, Chengdu, Peoples R China Sichuan Univ, Coll Chem, Chengdu, Peoples R ChinaBai, Xue论文数: 0 引用数: 0 h-index: 0机构: Southwest Med Univ, Affiliated Hosp, Dept Endocrinol & Metab, Luzhou, Peoples R China Southwest Med Univ, Affiliated Hosp, Metab Vasc Dis Key Lab Sichuan Prov, Luzhou, Peoples R China Sichuan Univ, Coll Chem, Chengdu, Peoples R ChinaYan, Pijun论文数: 0 引用数: 0 h-index: 0机构: Southwest Med Univ, Affiliated Hosp, Dept Endocrinol & Metab, Luzhou, Peoples R China Southwest Med Univ, Affiliated Hosp, Metab Vasc Dis Key Lab Sichuan Prov, Luzhou, Peoples R China Sichuan Univ, Coll Chem, Chengdu, Peoples R ChinaJiang, Zongzhe论文数: 0 引用数: 0 h-index: 0机构: Southwest Med Univ, Affiliated Hosp, Dept Endocrinol & Metab, Luzhou, Peoples R China Southwest Med Univ, Affiliated Hosp, Metab Vasc Dis Key Lab Sichuan Prov, Luzhou, Peoples R China Sichuan Univ, Coll Chem, Chengdu, Peoples R ChinaZhang, Yonglin论文数: 0 引用数: 0 h-index: 0机构: North Sichuan Med Coll, Affiliated Hosp, Dept Pharm, Nanchong, Peoples R China Sichuan Univ, Coll Chem, Chengdu, Peoples R ChinaJing, Runyu论文数: 0 引用数: 0 h-index: 0机构: Sichuan Univ, Sch Cyber Sci & Engn, Chengdu, Peoples R China Sichuan Univ, Coll Chem, Chengdu, Peoples R ChinaChen, Qi论文数: 0 引用数: 0 h-index: 0机构: Southwest Med Univ, Affiliated Hosp, Dept Endocrinol & Metab, Luzhou, Peoples R China Southwest Med Univ, Affiliated Hosp, Metab Vasc Dis Key Lab Sichuan Prov, Luzhou, Peoples R China Southwest Med Univ, Affiliated Hosp, Dept Nursing, Luzhou, Peoples R China Southwest Med Univ, Sch Nursing, Luzhou, Peoples R China Sichuan Univ, Coll Chem, Chengdu, Peoples R ChinaLi, Menglong论文数: 0 引用数: 0 h-index: 0机构: Sichuan Univ, Coll Chem, Chengdu, Peoples R China Sichuan Univ, Coll Chem, Chengdu, Peoples R China
- [5] Machine-learning algorithms in screening for type 2 diabetes mellitus: Data from Fasa Adults Cohort StudyENDOCRINOLOGY DIABETES & METABOLISM, 2024, 7 (02)Karmand, Hanieh论文数: 0 引用数: 0 h-index: 0机构: Fasa Univ Med Sci, Student Res Comm, Sch Med, Fasa, Iran Fasa Univ Med Sci, Student Res Comm, Sch Med, Fasa, IranAndishgar, Aref论文数: 0 引用数: 0 h-index: 0机构: Fasa Univ Med Sci, USERN Off, Fasa, Iran Fasa Univ Med Sci, Student Res Comm, Sch Med, Fasa, Iran论文数: 引用数: h-index:机构:论文数: 引用数: h-index:机构:Pezeshki, Babak论文数: 0 引用数: 0 h-index: 0机构: Fasa Univ Med Sci, Valiasr Hosp, Clin Res Dev Unit, Fasa, Iran Fasa Univ Med Sci, Student Res Comm, Sch Med, Fasa, IranRavankhah, Mahdi论文数: 0 引用数: 0 h-index: 0机构: Shiraz Univ Med Sci, Student Res Comm, Sch Med, Shiraz, Iran Fasa Univ Med Sci, Student Res Comm, Sch Med, Fasa, IranTaherifard, Erfan论文数: 0 引用数: 0 h-index: 0机构: Shiraz Univ Med Sci, Student Res Comm, Sch Med, Shiraz, Iran Shiraz Univ Med Sci, Hlth Policy Res Ctr, Sch Med, Shiraz, Iran Fasa Univ Med Sci, Student Res Comm, Sch Med, Fasa, IranAhmadizar, Fariba论文数: 0 引用数: 0 h-index: 0机构: Julius Global Hlth, Data Sci & Biostat Dept, Utrecht, Netherlands Fasa Univ Med Sci, Student Res Comm, Sch Med, Fasa, Iran
- [6] Predicting Rapid Decline in Kidney Function Among Type 2 Diabetes Patients from Laboratory Tests: A Machine Learning ApproachSSRN,Nakahara, Eri论文数: 0 引用数: 0 h-index: 0机构: Nippon Telegraph and Telephone Corporation, Japan The University of Tokyo, Japan Nippon Telegraph and Telephone Corporation, Japan论文数: 引用数: h-index:机构:Kurasawa, Hisashi论文数: 0 引用数: 0 h-index: 0机构: Nippon Telegraph and Telephone Corporation, Japan The University of Tokyo, Japan Nippon Telegraph and Telephone Corporation, JapanMimura, Imari论文数: 0 引用数: 0 h-index: 0机构: The University of Tokyo, Japan Nippon Telegraph and Telephone Corporation, Japan论文数: 引用数: h-index:机构:Fujino, Akinori论文数: 0 引用数: 0 h-index: 0机构: Nippon Telegraph and Telephone Corporation, Japan Nippon Telegraph and Telephone Corporation, JapanShiomi, Nagisa论文数: 0 引用数: 0 h-index: 0机构: Nippon Telegraph and Telephone Corporation, Japan Nippon Telegraph and Telephone Corporation, JapanNangaku, Masaomi论文数: 0 引用数: 0 h-index: 0机构: The University of Tokyo Hospital, Japan Nippon Telegraph and Telephone Corporation, JapanOhe, Kazuhiro论文数: 0 引用数: 0 h-index: 0机构: The University of Tokyo, Japan Nippon Telegraph and Telephone Corporation, Japan
- [7] Prediction of Hypoglycemia From Continuous Glucose Monitoring in Insulin-Treated Patients With Type 2 Diabetes Using Transfer Learning on Type 1 Diabetes Data: A Deep Transfer Learning ApproachJOURNAL OF DIABETES SCIENCE AND TECHNOLOGY, 2023,Thomsen, Helene B.论文数: 0 引用数: 0 h-index: 0机构: Aalborg Univ, Dept Hlth Sci & Technol, Selma Lagerlofs Vej 249, DK-9260 Gistrup, Denmark Aalborg Univ, Dept Hlth Sci & Technol, Selma Lagerlofs Vej 249, DK-9260 Gistrup, DenmarkJakobsen, Mike M.论文数: 0 引用数: 0 h-index: 0机构: Aalborg Univ, Dept Hlth Sci & Technol, Selma Lagerlofs Vej 249, DK-9260 Gistrup, Denmark Aalborg Univ, Dept Hlth Sci & Technol, Selma Lagerlofs Vej 249, DK-9260 Gistrup, DenmarkHecht-Pedersen, Nikolaj论文数: 0 引用数: 0 h-index: 0机构: Aalborg Univ, Dept Hlth Sci & Technol, Selma Lagerlofs Vej 249, DK-9260 Gistrup, Denmark Aalborg Univ, Dept Hlth Sci & Technol, Selma Lagerlofs Vej 249, DK-9260 Gistrup, DenmarkJensen, Morten Hasselstrom论文数: 0 引用数: 0 h-index: 0机构: Aalborg Univ, Dept Hlth Sci & Technol, Selma Lagerlofs Vej 249, DK-9260 Gistrup, Denmark Novo Nordisk AS, Data Sci, Soborg, Denmark Aalborg Univ, Dept Hlth Sci & Technol, Selma Lagerlofs Vej 249, DK-9260 Gistrup, DenmarkKronborg, Thomas论文数: 0 引用数: 0 h-index: 0机构: Aalborg Univ, Dept Hlth Sci & Technol, Selma Lagerlofs Vej 249, DK-9260 Gistrup, Denmark Aalborg Univ, Dept Hlth Sci & Technol, Selma Lagerlofs Vej 249, DK-9260 Gistrup, Denmark
- [8] Surrogate markers of insulin resistance and coronary artery disease in type 2 diabetes: U-shaped TyG association and insights from machine learning integrationLipids in Health and Disease, 24 (1)Amirhossein Yadegar论文数: 0 引用数: 0 h-index: 0机构: Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC) Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC)Fatemeh Mohammadi论文数: 0 引用数: 0 h-index: 0机构: Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC) Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC)Kiana Seifouri论文数: 0 引用数: 0 h-index: 0机构: Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC) Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC)Kiavash Mokhtarpour论文数: 0 引用数: 0 h-index: 0机构: Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC) Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC)Sepideh Yadegar论文数: 0 引用数: 0 h-index: 0机构: Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC) Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC)Ehsan Bahrami Hazaveh论文数: 0 引用数: 0 h-index: 0机构: Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC) Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC)Seyed Arsalan Seyedi论文数: 0 引用数: 0 h-index: 0机构: Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC) Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC)Soghra Rabizadeh论文数: 0 引用数: 0 h-index: 0机构: Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC) Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC)Alireza Esteghamati论文数: 0 引用数: 0 h-index: 0机构: Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC) Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC)Manouchehr Nakhjavani论文数: 0 引用数: 0 h-index: 0机构: Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC) Vali-Asr Hospital,Endocrinology and Metabolism Research Center (EMRC)
- [9] Use of Non-invasive Parameters and Machine-Learning Algorithms for Predicting Future Risk of Type 2 Diabetes: A Retrospective Cohort Study of Health Data From KuwaitFRONTIERS IN ENDOCRINOLOGY, 2019, 10Farran, Bassam论文数: 0 引用数: 0 h-index: 0机构: Dasman Diabet Inst, Res Div, Kuwait, Kuwait McLaren Appl Technol, London, England Dasman Diabet Inst, Res Div, Kuwait, KuwaitAlWotayan, Rihab论文数: 0 引用数: 0 h-index: 0机构: Dasman Diabet Inst, Res Div, Kuwait, Kuwait Minist Hlth, Dept Primary Hlth Care, Kuwait, Kuwait Dasman Diabet Inst, Res Div, Kuwait, KuwaitAlkandari, Hessa论文数: 0 引用数: 0 h-index: 0机构: Dasman Diabet Inst, Res Div, Kuwait, Kuwait Farwaniya Hosp, Dept Pediat, Al Farwaniyah, Kuwait Dasman Diabet Inst, Res Div, Kuwait, KuwaitAl-Abdulrazzaq, Delia论文数: 0 引用数: 0 h-index: 0机构: Dasman Diabet Inst, Res Div, Kuwait, Kuwait Kuwait Univ, Fac Med, Dept Pediat, Kuwait, Kuwait Dasman Diabet Inst, Res Div, Kuwait, KuwaitChannanath, Arshad论文数: 0 引用数: 0 h-index: 0机构: Dasman Diabet Inst, Res Div, Kuwait, Kuwait Dasman Diabet Inst, Res Div, Kuwait, KuwaitThanaraj, Thangavel Alphonse论文数: 0 引用数: 0 h-index: 0机构: Dasman Diabet Inst, Res Div, Kuwait, Kuwait Dasman Diabet Inst, Res Div, Kuwait, Kuwait
- [10] Some patients with type 2 diabetes may benefit from intensive glycaemic and blood pressure control: A post-hoc machine learning analysis of ACCORD trial dataDIABETES OBESITY & METABOLISM, 2024, 26 (04): : 1502 - 1509Jiao, Tianze论文数: 0 引用数: 0 h-index: 0机构: Univ Florida, Dept Pharmaceut Outcomes & Policy, Coll Pharm, Gainesville, FL USA Univ Florida, Ctr Drug Evaluat & Safety CoDES, Gainesville, FL USA Univ Florida, Dept Pharmaceut Outcomes & Policy, Coll Pharm, Gainesville, FL USAKianmehr, Hamed论文数: 0 引用数: 0 h-index: 0机构: Univ Florida, Dept Pharmaceut Outcomes & Policy, Coll Pharm, Gainesville, FL USA Univ Florida, Dept Pharmaceut Outcomes & Policy, Coll Pharm, Gainesville, FL USALin, Yilu论文数: 0 引用数: 0 h-index: 0机构: Tulane Univ, Sch Publ Hlth & Trop Med, Dept Hlth Policy & Management, New Orleans, LA USA Univ Florida, Dept Pharmaceut Outcomes & Policy, Coll Pharm, Gainesville, FL USALi, Piaopiao论文数: 0 引用数: 0 h-index: 0机构: Univ Florida, Dept Pharmaceut Outcomes & Policy, Coll Pharm, Gainesville, FL USA Emory Univ, Rollins Sch Publ Hlth, Hubert Dept Global Hlth, Atlanta, GA USA Univ Florida, Dept Pharmaceut Outcomes & Policy, Coll Pharm, Gainesville, FL USAOspina, Naykky Singh论文数: 0 引用数: 0 h-index: 0机构: Univ Florida, Coll Med, Div Endocrinol Diabet & Metab, Gainesville, FL USA Univ Florida, Dept Pharmaceut Outcomes & Policy, Coll Pharm, Gainesville, FL USAGhayee, Hans K.论文数: 0 引用数: 0 h-index: 0机构: Univ Florida, Malcom Randall VA Med Ctr, Dept Med, Div Endocrinol Diabet & Metab,Coll Med, Gainesville, FL USA Univ Florida, Dept Pharmaceut Outcomes & Policy, Coll Pharm, Gainesville, FL USARuzieh, Mohammed论文数: 0 引用数: 0 h-index: 0机构: Univ Florida, Coll Med, Dept Med, Div Cardiovasc Med, Gainesville, FL USA Univ Florida, Dept Pharmaceut Outcomes & Policy, Coll Pharm, Gainesville, FL USAFonseca, Vivian论文数: 0 引用数: 0 h-index: 0机构: Tulane Univ, Sch Med, Dept Med & Pharmacol, New Orleans, LA USA Univ Florida, Dept Pharmaceut Outcomes & Policy, Coll Pharm, Gainesville, FL USAShi, Lizheng论文数: 0 引用数: 0 h-index: 0机构: Tulane Univ, Sch Publ Hlth & Trop Med, Dept Hlth Policy & Management, New Orleans, LA USA Univ Florida, Dept Pharmaceut Outcomes & Policy, Coll Pharm, Gainesville, FL USAZhang, Ping论文数: 0 引用数: 0 h-index: 0机构: CDCP, Div Diabet Translat, Atlanta, GA USA Univ Florida, Dept Pharmaceut Outcomes & Policy, Coll Pharm, Gainesville, FL USAShao, Hui论文数: 0 引用数: 0 h-index: 0机构: Univ Florida, Dept Pharmaceut Outcomes & Policy, Coll Pharm, Gainesville, FL USA Univ Florida, Ctr Drug Evaluat & Safety CoDES, Gainesville, FL USA Emory Univ, Rollins Sch Publ Hlth, Hubert Dept Global Hlth, Atlanta, GA USA Emory Univ, Sch Med, Dept Family & Prevent Med, Atlanta, GA USA 1518 Clifton Rd NE, Atlanta, GA 30322 USA Univ Florida, Dept Pharmaceut Outcomes & Policy, Coll Pharm, Gainesville, FL USA