共 50 条
- [1] Machine Learning-Based Early Prediction of Sepsis Using Electronic Health Records: A Systematic Review[J]. JOURNAL OF CLINICAL MEDICINE, 2023, 12 (17)Islam, Khandaker Reajul论文数: 0 引用数: 0 h-index: 0机构: Univ Kebangsaan Malaysia, Fac Med, Dept Physiol, Kuala Lumpur 56000, Malaysia Univ Kebangsaan Malaysia, Fac Med, Dept Physiol, Kuala Lumpur 56000, MalaysiaPrithula, Johayra论文数: 0 引用数: 0 h-index: 0机构: Univ Dhaka, Dept Elect & Elect Engn, Dhaka 1000, Bangladesh Univ Kebangsaan Malaysia, Fac Med, Dept Physiol, Kuala Lumpur 56000, MalaysiaKumar, Jaya论文数: 0 引用数: 0 h-index: 0机构: Univ Kebangsaan Malaysia, Fac Med, Dept Physiol, Kuala Lumpur 56000, Malaysia Univ Kebangsaan Malaysia, Fac Med, Dept Physiol, Kuala Lumpur 56000, MalaysiaTan, Toh Leong论文数: 0 引用数: 0 h-index: 0机构: Univ Kebangsaan Malaysia, Fac Med, Dept Emergency Med, Kuala Lumpur 56000, Malaysia Univ Kebangsaan Malaysia, Fac Med, Dept Physiol, Kuala Lumpur 56000, MalaysiaReaz, Mamun Bin Ibne论文数: 0 引用数: 0 h-index: 0机构: Independent Univ Bangladesh Bashundhara, Dept Elect & Elect Engn, Dhaka 1229, Bangladesh Univ Kebangsaan Malaysia, Fac Med, Dept Physiol, Kuala Lumpur 56000, MalaysiaSumon, Md. Shaheenur Islam论文数: 0 引用数: 0 h-index: 0机构: Mil Inst Sci & Technol MIST, Dept Biomed Engn, Dhaka 1216, Bangladesh Univ Kebangsaan Malaysia, Fac Med, Dept Physiol, Kuala Lumpur 56000, MalaysiaChowdhury, Muhammad E. H.论文数: 0 引用数: 0 h-index: 0机构: Qatar Univ, Dept Elect Engn, Doha 2713, Qatar Univ Kebangsaan Malaysia, Fac Med, Dept Physiol, Kuala Lumpur 56000, Malaysia
- [2] AutoScore: A Machine Learning-Based Automatic Clinical Score Generator and Its Application to Mortality Prediction Using Electronic Health Records[J]. JMIR MEDICAL INFORMATICS, 2020, 8 (10)Xie, Feng论文数: 0 引用数: 0 h-index: 0机构: Duke NUS Med Sch, Programme Hlth Serv & Syst Res, 8 Coll Rd, Singapore 169857, Singapore Duke NUS Med Sch, Programme Hlth Serv & Syst Res, 8 Coll Rd, Singapore 169857, SingaporeChakraborty, Bibhas论文数: 0 引用数: 0 h-index: 0机构: Duke NUS Med Sch, Programme Hlth Serv & Syst Res, 8 Coll Rd, Singapore 169857, Singapore Natl Univ Singapore, Dept Stat & Appl Probabil, Singapore, Singapore Duke Univ, Dept Biostat & Bioinformat, Durham, NC USA Duke NUS Med Sch, Programme Hlth Serv & Syst Res, 8 Coll Rd, Singapore 169857, SingaporeOng, Marcus Eng Hock论文数: 0 引用数: 0 h-index: 0机构: Duke NUS Med Sch, Programme Hlth Serv & Syst Res, 8 Coll Rd, Singapore 169857, Singapore Singapore Gen Hosp, Dept Emergency Med, Singapore, Singapore Singapore Hlth Serv, Hlth Serv Res Ctr, Singapore, Singapore Duke NUS Med Sch, Programme Hlth Serv & Syst Res, 8 Coll Rd, Singapore 169857, SingaporeGoldstein, Benjamin Alan论文数: 0 引用数: 0 h-index: 0机构: Duke NUS Med Sch, Programme Hlth Serv & Syst Res, 8 Coll Rd, Singapore 169857, Singapore Duke Univ, Dept Biostat & Bioinformat, Durham, NC USA Duke NUS Med Sch, Programme Hlth Serv & Syst Res, 8 Coll Rd, Singapore 169857, SingaporeLiu, Nan论文数: 0 引用数: 0 h-index: 0机构: Duke NUS Med Sch, Programme Hlth Serv & Syst Res, 8 Coll Rd, Singapore 169857, Singapore Singapore Hlth Serv, Hlth Serv Res Ctr, Singapore, Singapore Natl Univ Singapore, Inst Data Sci, Singapore, Singapore Duke NUS Med Sch, Programme Hlth Serv & Syst Res, 8 Coll Rd, Singapore 169857, Singapore
- [3] Developing a Machine Learning-Based Prediction Model for Diabetes Duration Using Information from Electronic Health Records[J]. DIABETES, 2023, 72Guan, Dawei论文数: 0 引用数: 0 h-index: 0Li, Piaopiao论文数: 0 引用数: 0 h-index: 0Fonseca, Vivian论文数: 0 引用数: 0 h-index: 0Shi, Lizheng论文数: 0 引用数: 0 h-index: 0Ali, Mohammed K.论文数: 0 引用数: 0 h-index: 0Varghese, Jithin Sam论文数: 0 引用数: 0 h-index: 0Carrillo-Larco, Rodrigo M.论文数: 0 引用数: 0 h-index: 0Rouhizadeh, Masoud论文数: 0 引用数: 0 h-index: 0Winterstein, Almut G.论文数: 0 引用数: 0 h-index: 0Jiao, Tianze论文数: 0 引用数: 0 h-index: 0Shao, Hui论文数: 0 引用数: 0 h-index: 0
- [4] A machine learning-based prediction model for postoperative delirium in cardiac valve surgery using electronic health records[J]. BMC Cardiovascular Disorders, 24 (1)Li Q.论文数: 0 引用数: 0 h-index: 0机构: Department of Cardiac Surgical Intensive Care Unit, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou Shantou University Medical College (SUMC), Shantou Department of Cardiac Surgical Intensive Care Unit, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, GuangzhouLi J.论文数: 0 引用数: 0 h-index: 0机构: Department of Cardiac Surgical Intensive Care Unit, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou Department of Cardiac Surgical Intensive Care Unit, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, GuangzhouChen J.论文数: 0 引用数: 0 h-index: 0机构: Department of Cardiovascular Surgery, Guangdong General Hospital’s Nanhai Hospital, The Second People’s Hospital of Nanhai District, Guangdong, Foshan Department of Cardiac Surgical Intensive Care Unit, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, GuangzhouZhao X.论文数: 0 引用数: 0 h-index: 0机构: Institute of Clinical Pharmacology, Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangdong, Guangzhou Department of Cardiac Surgical Intensive Care Unit, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, GuangzhouZhuang J.论文数: 0 引用数: 0 h-index: 0机构: Department of Cardiovascular Surgery, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou Department of Cardiac Surgical Intensive Care Unit, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, GuangzhouZhong G.论文数: 0 引用数: 0 h-index: 0机构: Institute of Clinical Pharmacology, Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangdong, Guangzhou Department of Cardiac Surgical Intensive Care Unit, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, GuangzhouSong Y.论文数: 0 引用数: 0 h-index: 0机构: Department of Cardiac Surgical Intensive Care Unit, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou Department of Cardiac Surgical Intensive Care Unit, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, GuangzhouLei L.论文数: 0 引用数: 0 h-index: 0机构: Department of Cardiac Surgical Intensive Care Unit, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou Guangdong Provincial Key Laboratory of South China Structural Heart Disease, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou Shantou University Medical College (SUMC), Shantou Department of Cardiac Surgical Intensive Care Unit, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou
- [5] Dense phenotyping from electronic health records enables machine learning-based prediction of preterm birth[J]. BMC MEDICINE, 2022, 20 (01)Abraham, Abin论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt Univ, Vanderbilt Genet Inst, 221 Kirkland Hall, Nashville, TN 37235 USA Vanderbilt Univ, Med Ctr, Nashville, TN 37232 USA Vanderbilt Univ, Vanderbilt Genet Inst, 221 Kirkland Hall, Nashville, TN 37235 USALe, Brian论文数: 0 引用数: 0 h-index: 0机构: Univ Calif San Francisco, Bakar Computat Hlth Sci Inst, San Francisco, CA 94143 USA Vanderbilt Univ, Vanderbilt Genet Inst, 221 Kirkland Hall, Nashville, TN 37235 USAKosti, Idit论文数: 0 引用数: 0 h-index: 0机构: Univ Calif San Francisco, Bakar Computat Hlth Sci Inst, San Francisco, CA 94143 USA Univ Calif San Francisco, Dept Pediat, San Francisco, CA USA Vanderbilt Univ, Vanderbilt Genet Inst, 221 Kirkland Hall, Nashville, TN 37235 USAStraub, Peter论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt Univ, Vanderbilt Genet Inst, 221 Kirkland Hall, Nashville, TN 37235 USA Vanderbilt Univ, Med Ctr, Dept Med, Div Genet Med, Nashville, TN USA Vanderbilt Univ, Vanderbilt Genet Inst, 221 Kirkland Hall, Nashville, TN 37235 USAVelez-Edwards, Digna R.论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt Univ, Vanderbilt Genet Inst, 221 Kirkland Hall, Nashville, TN 37235 USA Vanderbilt Univ, Med Ctr, Dept Biomed Informat, Nashville, TN 37232 USA Vanderbilt Univ, Med Ctr, Dept Obstet & Gynecol, Nashville, TN 37232 USA Vanderbilt Univ, Vanderbilt Genet Inst, 221 Kirkland Hall, Nashville, TN 37235 USADavis, Lea K.论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt Univ, Vanderbilt Genet Inst, 221 Kirkland Hall, Nashville, TN 37235 USA Vanderbilt Univ, Med Ctr, Dept Med, Nashville, TN USA Vanderbilt Univ, Dept Psychiat & Behav Sci, Div Genet Med, Med Ctr, Nashville, TN USA Vanderbilt Univ, Vanderbilt Genet Inst, 221 Kirkland Hall, Nashville, TN 37235 USANewton, J. M.论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt Univ, Med Ctr, Dept Obstet & Gynecol, Nashville, TN 37232 USA Vanderbilt Univ, Vanderbilt Genet Inst, 221 Kirkland Hall, Nashville, TN 37235 USAMuglia, Louis J.论文数: 0 引用数: 0 h-index: 0机构: Burroughs Wellcome Fund, Res Triangle Pk, NC USA Vanderbilt Univ, Vanderbilt Genet Inst, 221 Kirkland Hall, Nashville, TN 37235 USARokas, Antonis论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt Univ, Med Ctr, Dept Biomed Informat, Nashville, TN 37232 USA Vanderbilt Univ, Dept Biol Sci, 221 Kirkland Hall, Nashville, TN 37235 USA Vanderbilt Univ, Vanderbilt Genet Inst, 221 Kirkland Hall, Nashville, TN 37235 USABejan, Cosmin A.论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt Univ, Med Ctr, Dept Biomed Informat, Nashville, TN 37232 USA Vanderbilt Univ, Vanderbilt Genet Inst, 221 Kirkland Hall, Nashville, TN 37235 USASirota, Marina论文数: 0 引用数: 0 h-index: 0机构: Univ Calif San Francisco, Bakar Computat Hlth Sci Inst, San Francisco, CA 94143 USA Univ Calif San Francisco, Dept Pediat, San Francisco, CA USA Vanderbilt Univ, Vanderbilt Genet Inst, 221 Kirkland Hall, Nashville, TN 37235 USACapra, John A.论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt Univ, Vanderbilt Genet Inst, 221 Kirkland Hall, Nashville, TN 37235 USA Univ Calif San Francisco, Bakar Computat Hlth Sci Inst, San Francisco, CA 94143 USA Vanderbilt Univ, Med Ctr, Dept Biomed Informat, Nashville, TN 37232 USA Vanderbilt Univ, Dept Biol Sci, 221 Kirkland Hall, Nashville, TN 37235 USA Vanderbilt Univ, Vanderbilt Genet Inst, 221 Kirkland Hall, Nashville, TN 37235 USA
- [6] Machine Learning-Based Prediction of Clinical Outcomes for Children During Emergency Department Triage[J]. JAMA NETWORK OPEN, 2019, 2 (01)Goto, Tadahiro论文数: 0 引用数: 0 h-index: 0机构: Harvard Med Sch, Dept Emergency Med, Massachusetts Gen Hosp, Boston, MA 02115 USA Harvard Med Sch, Dept Emergency Med, Massachusetts Gen Hosp, Boston, MA 02115 USACamargo, Carlos A., Jr.论文数: 0 引用数: 0 h-index: 0机构: Harvard Med Sch, Dept Emergency Med, Massachusetts Gen Hosp, Boston, MA 02115 USA Harvard Med Sch, Dept Emergency Med, Massachusetts Gen Hosp, Boston, MA 02115 USAFaridi, Mohammad Kamal论文数: 0 引用数: 0 h-index: 0机构: Harvard Med Sch, Dept Emergency Med, Massachusetts Gen Hosp, Boston, MA 02115 USA Harvard Med Sch, Dept Emergency Med, Massachusetts Gen Hosp, Boston, MA 02115 USAFreishtat, Robert J.论文数: 0 引用数: 0 h-index: 0机构: Childrens Natl Hlth Syst, Div Emergency Med, Washington, DC USA George Washington Univ, Sch Med & Hlth Sci, Dept Pediat, Washington, DC 20052 USA George Washington Univ, Sch Med & Hlth Sci, Dept Genom & Precis Med, Washington, DC 20052 USA Harvard Med Sch, Dept Emergency Med, Massachusetts Gen Hosp, Boston, MA 02115 USAHasegawa, Kohei论文数: 0 引用数: 0 h-index: 0机构: Harvard Med Sch, Dept Emergency Med, Massachusetts Gen Hosp, Boston, MA 02115 USA Harvard Med Sch, Dept Emergency Med, Massachusetts Gen Hosp, Boston, MA 02115 USA
- [7] Dense phenotyping from electronic health records enables machine learning-based prediction of preterm birth[J]. BMC Medicine, 20Abin Abraham论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt University,Vanderbilt Genetics InstituteBrian Le论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt University,Vanderbilt Genetics InstituteIdit Kosti论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt University,Vanderbilt Genetics InstitutePeter Straub论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt University,Vanderbilt Genetics InstituteDigna R. Velez-Edwards论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt University,Vanderbilt Genetics InstituteLea K. Davis论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt University,Vanderbilt Genetics InstituteJ. M. Newton论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt University,Vanderbilt Genetics InstituteLouis J. Muglia论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt University,Vanderbilt Genetics InstituteAntonis Rokas论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt University,Vanderbilt Genetics InstituteCosmin A. Bejan论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt University,Vanderbilt Genetics InstituteMarina Sirota论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt University,Vanderbilt Genetics InstituteJohn A. Capra论文数: 0 引用数: 0 h-index: 0机构: Vanderbilt University,Vanderbilt Genetics Institute
- [8] Machine Learning-Based Prediction Model of Preterm Birth Using Electronic Health Record[J]. JOURNAL OF HEALTHCARE ENGINEERING, 2022, 2022Sun, Qi论文数: 0 引用数: 0 h-index: 0机构: Natl Res Inst Family Planning, Natl Human Genet Resource Ctr, Beijing 100081, Peoples R China Peking Union Med Coll, Grad Sch, Beijing 100730, Peoples R China Natl Res Inst Family Planning, Natl Human Genet Resource Ctr, Beijing 100081, Peoples R ChinaZou, Xiaoxuan论文数: 0 引用数: 0 h-index: 0机构: Haidian Maternal & Child Hlth Hosp, Beijing 100080, Peoples R China Natl Res Inst Family Planning, Natl Human Genet Resource Ctr, Beijing 100081, Peoples R ChinaYan, Yousheng论文数: 0 引用数: 0 h-index: 0机构: Beijing Obstet & Gynecol Hosp, Beijing 100010, Peoples R China Natl Res Inst Family Planning, Natl Human Genet Resource Ctr, Beijing 100081, Peoples R ChinaZhang, Hongguang论文数: 0 引用数: 0 h-index: 0机构: Natl Res Inst Family Planning, Natl Human Genet Resource Ctr, Beijing 100081, Peoples R China Natl Res Inst Family Planning, Natl Human Genet Resource Ctr, Beijing 100081, Peoples R ChinaWang, Shuo论文数: 0 引用数: 0 h-index: 0机构: Haidian Maternal & Child Hlth Hosp, Beijing 100080, Peoples R China Natl Res Inst Family Planning, Natl Human Genet Resource Ctr, Beijing 100081, Peoples R ChinaGao, Yongmei论文数: 0 引用数: 0 h-index: 0机构: Haidian Maternal & Child Hlth Hosp, Beijing 100080, Peoples R China Natl Res Inst Family Planning, Natl Human Genet Resource Ctr, Beijing 100081, Peoples R ChinaLiu, Haiyan论文数: 0 引用数: 0 h-index: 0机构: Haidian Maternal & Child Hlth Hosp, Beijing 100080, Peoples R China Natl Res Inst Family Planning, Natl Human Genet Resource Ctr, Beijing 100081, Peoples R ChinaLiu, Shuyu论文数: 0 引用数: 0 h-index: 0机构: Haidian Maternal & Child Hlth Hosp, Beijing 100080, Peoples R China Natl Res Inst Family Planning, Natl Human Genet Resource Ctr, Beijing 100081, Peoples R ChinaLu, Jianbo论文数: 0 引用数: 0 h-index: 0机构: Natl Res Inst Family Planning, Natl Human Genet Resource Ctr, Beijing 100081, Peoples R China Peking Union Med Coll, Grad Sch, Beijing 100730, Peoples R China Natl Res Inst Family Planning, Natl Human Genet Resource Ctr, Beijing 100081, Peoples R ChinaYang, Ying论文数: 0 引用数: 0 h-index: 0机构: Natl Res Inst Family Planning, Natl Human Genet Resource Ctr, Beijing 100081, Peoples R China Natl Res Inst Family Planning, Natl Human Genet Resource Ctr, Beijing 100081, Peoples R ChinaMa, Xu论文数: 0 引用数: 0 h-index: 0机构: Natl Res Inst Family Planning, Natl Human Genet Resource Ctr, Beijing 100081, Peoples R China Peking Union Med Coll, Grad Sch, Beijing 100730, Peoples R China Natl Res Inst Family Planning, Natl Human Genet Resource Ctr, Beijing 100081, Peoples R China
- [9] Machine learning for suicide risk prediction in children and adolescents with electronic health records[J]. Translational Psychiatry, 10Chang Su论文数: 0 引用数: 0 h-index: 0机构: Weill Cornell Medicine,Department of Population Health SciencesRobert Aseltine论文数: 0 引用数: 0 h-index: 0机构: Weill Cornell Medicine,Department of Population Health SciencesRiddhi Doshi论文数: 0 引用数: 0 h-index: 0机构: Weill Cornell Medicine,Department of Population Health SciencesKun Chen论文数: 0 引用数: 0 h-index: 0机构: Weill Cornell Medicine,Department of Population Health SciencesSteven C. Rogers论文数: 0 引用数: 0 h-index: 0机构: Weill Cornell Medicine,Department of Population Health SciencesFei Wang论文数: 0 引用数: 0 h-index: 0机构: Weill Cornell Medicine,Department of Population Health Sciences
- [10] Machine learning for suicide risk prediction in children and adolescents with electronic health records[J]. TRANSLATIONAL PSYCHIATRY, 2020, 10 (01)Su, Chang论文数: 0 引用数: 0 h-index: 0机构: Weill Cornell Med, Dept Populat Hlth Sci, New York, NY 10065 USA Weill Cornell Med, Dept Populat Hlth Sci, New York, NY 10065 USAAseltine, Robert论文数: 0 引用数: 0 h-index: 0机构: UConn Hlth, Div Behav Sci & Community Hlth, Farmington, CT USA Ctr Populat Hlth, UConn Hlth, Farmington, CT USA Weill Cornell Med, Dept Populat Hlth Sci, New York, NY 10065 USADoshi, Riddhi论文数: 0 引用数: 0 h-index: 0机构: UConn Hlth, Div Behav Sci & Community Hlth, Farmington, CT USA Ctr Populat Hlth, UConn Hlth, Farmington, CT USA Weill Cornell Med, Dept Populat Hlth Sci, New York, NY 10065 USA论文数: 引用数: h-index:机构:Rogers, Steven C.论文数: 0 引用数: 0 h-index: 0机构: Ctr Populat Hlth, UConn Hlth, Farmington, CT USA Connecticut Childrens Med Ctr, Hartford, CT USA Weill Cornell Med, Dept Populat Hlth Sci, New York, NY 10065 USAWang, Fei论文数: 0 引用数: 0 h-index: 0机构: Weill Cornell Med, Dept Populat Hlth Sci, New York, NY 10065 USA Weill Cornell Med, Dept Populat Hlth Sci, New York, NY 10065 USA