TY - JOUR AU - Burke, J. P. PY - 1999 DA - 1999// TI - Rapid rise in the incidence of type 2 diabetes from 1987 to 1996: results from the San Antonio Heart Study JO - Arch Intern Med VL - 159 UR - https://doi.org/10.1001/archinte.159.13.1450 DO - 10.1001/archinte.159.13.1450 ID - Burke1999 ER - TY - JOUR AU - Fuchs, L. PY - 2012 DA - 2012// TI - ICU admission characteristics and mortality rates among elderly and very elderly patients JO - Intensive Care Med VL - 38 UR - https://doi.org/10.1007/s00134-012-2629-6 DO - 10.1007/s00134-012-2629-6 ID - Fuchs2012 ER - TY - JOUR AU - Anand, R. S. PY - 2018 DA - 2018// TI - Predicting mortality in diabetic ICU patients using machine learning and severity indices JO - AMIA Summits Transl Sci Proc VL - 2018 ID - Anand2018 ER - TY - JOUR AU - Chew, B. H. PY - 2013 DA - 2013// TI - Age≥ 60 years was an independent risk factor for diabetes-related complications despite good control of cardiovascular risk factors in patients with type 2 diabetes mellitus JO - Exp Gerontol VL - 48 UR - https://doi.org/10.1016/j.exger.2013.02.017 DO - 10.1016/j.exger.2013.02.017 ID - Chew2013 ER - TY - JOUR AU - Liao, K. P. PY - 2015 DA - 2015// TI - Methods to develop an electronic medical record phenotype algorithm to compare the risk of coronary artery disease across 3 chronic disease cohorts JO - PLoS ONE VL - 10 ID - Liao2015 ER - TY - JOUR AU - McCoy, T. H. PY - 2015 DA - 2015// TI - Sentiment measured in hospital discharge notes is associated with readmission and mortality risk: an electronic health record study JO - PLoS ONE VL - 10 UR - https://doi.org/10.1371/journal.pone.0136341 DO - 10.1371/journal.pone.0136341 ID - McCoy2015 ER - TY - JOUR AU - Lin, C. PY - 2013 DA - 2013// TI - Automatic prediction of rheumatoid arthritis disease activity from the electronic medical records JO - PLoS ONE VL - 8 ID - Lin2013 ER - TY - JOUR AU - Yuan, J. PY - 2016 DA - 2016// TI - Autism spectrum disorder detection from semi-structured and unstructured medical data JO - EURASIP J Bioinf Syst Biol VL - 2017 UR - https://doi.org/10.1186/s13637-017-0057-1 DO - 10.1186/s13637-017-0057-1 ID - Yuan2016 ER - TY - JOUR AU - Byrd, R. J. PY - 2014 DA - 2014// TI - Automatic identification of heart failure diagnostic criteria, using text analysis of clinical notes from electronic health records JO - Int J Med Informatics VL - 83 UR - https://doi.org/10.1016/j.ijmedinf.2012.12.005 DO - 10.1016/j.ijmedinf.2012.12.005 ID - Byrd2014 ER - TY - JOUR AU - Sarker, A. AU - Gonzalez, G. PY - 2015 DA - 2015// TI - Portable automatic text classification for adverse drug reaction detection via multi-corpus training JO - J Biomed Inform VL - 53 UR - https://doi.org/10.1016/j.jbi.2014.11.002 DO - 10.1016/j.jbi.2014.11.002 ID - Sarker2015 ER - TY - JOUR AU - Weng, W. -. H. PY - 2017 DA - 2017// TI - Medical subdomain classification of clinical notes using a machine learning-based natural language processing approach JO - BMC Med Inform Decis Mak VL - 17 UR - https://doi.org/10.1186/s12911-017-0556-8 DO - 10.1186/s12911-017-0556-8 ID - Weng2017 ER - TY - JOUR AU - Bodenreider, O. PY - 2004 DA - 2004// TI - The unified medical language system (UMLS): integrating biomedical terminology JO - Nucleic Acids Res VL - 32 UR - https://doi.org/10.1093/nar/gkh061 DO - 10.1093/nar/gkh061 ID - Bodenreider2004 ER - TY - JOUR AU - Yao, L. AU - Mao, C. AU - Luo, Y. PY - 2019 DA - 2019// TI - Clinical text classification with rule-based features and knowledge-guided convolutional neural networks JO - BMC Med Inform Decis Mak VL - 19 UR - https://doi.org/10.1186/s12911-019-0781-4 DO - 10.1186/s12911-019-0781-4 ID - Yao2019 ER - TY - JOUR AU - Hughes, M. PY - 2017 DA - 2017// TI - Medical text classification using convolutional neural networks JO - Stud Health Technol Inform VL - 235 ID - Hughes2017 ER - TY - JOUR AU - Rindflesch, T. C. AU - Fiszman, M. PY - 2003 DA - 2003// TI - The interaction of domain knowledge and linguistic structure in natural language processing: interpreting hypernymic propositions in biomedical text JO - J Biomed Inform VL - 36 UR - https://doi.org/10.1016/j.jbi.2003.11.003 DO - 10.1016/j.jbi.2003.11.003 ID - Rindflesch2003 ER - TY - JOUR AU - Zhang, J. PY - 2015 DA - 2015// TI - A smart device for label-free and real-time detection of gene point mutations based on the high dark phase contrast of vapor condensation JO - Lab Chip VL - 15 UR - https://doi.org/10.1039/C5LC00488H DO - 10.1039/C5LC00488H ID - Zhang2015 ER - TY - JOUR AU - Li, Q. PY - 2017 DA - 2017// TI - Label-free method using a weighted-phase algorithm to quantitate nanoscale interactions between molecules on DNA microarrays JO - Anal Chem VL - 89 UR - https://doi.org/10.1021/acs.analchem.6b04596 DO - 10.1021/acs.analchem.6b04596 ID - Li2017 ER - TY - JOUR AU - Ye, J. PY - 2020 DA - 2020// TI - Identifying practice facilitation delays and barriers in primary care quality improvement JO - J Am Board Family Med VL - 33 UR - https://doi.org/10.3122/jabfm.2020.05.200058 DO - 10.3122/jabfm.2020.05.200058 ID - Ye2020 ER - TY - STD TI - Ye J. The role of health technology and informatics in a global public health emergency: practices and implications from the COVID-19 pandemic. JMIR Med Inform. 2020;8(7):e19866. ID - ref19 ER - TY - STD TI - Ye J. Pediatric mental and behavioral health in the period of quarantine and social distancing with COVID-19. JMIR Pediatr Parent. 2020;3(2):e19867.  ID - ref20 ER - TY - JOUR AU - Johnson, A. E. PY - 2016 DA - 2016// TI - MIMIC-III, a freely accessible critical care database JO - Scientific Data VL - 3 UR - https://doi.org/10.1038/sdata.2016.35 DO - 10.1038/sdata.2016.35 ID - Johnson2016 ER - TY - JOUR AU - Abraham, A. PY - 2014 DA - 2014// TI - Machine learning for neuroimaging with scikit-learn JO - Front Neuroinform VL - 8 UR - https://doi.org/10.3389/fninf.2014.00014 DO - 10.3389/fninf.2014.00014 ID - Abraham2014 ER - TY - BOOK AU - Vincent, J. -. L. PY - 1996 DA - 1996// TI - The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure PB - Springer CY - Berlin UR - https://doi.org/10.1007/BF01709751 DO - 10.1007/BF01709751 ID - Vincent1996 ER - TY - STD TI - Ye J, Sanchez-Pinto LN. Three data-driven phenotypes of multiple organ dysfunction syndrome preserved from early childhood to middle adulthood. AMIA Annual Symposium Proceedings, 2020. ID - ref24 ER - TY - JOUR AU - Gall, J. -. R. AU - Lemeshow, S. AU - Saulnier, F. PY - 1993 DA - 1993// TI - A new simplified acute physiology score (SAPS II) based on a European/North American multicenter study JO - JAMA VL - 270 UR - https://doi.org/10.1001/jama.1993.03510240069035 DO - 10.1001/jama.1993.03510240069035 ID - Gall1993 ER - TY - JOUR AU - Pollack, M. M. AU - Patel, K. M. AU - Ruttimann, U. E. PY - 1997 DA - 1997// TI - The Pediatric Risk of Mortality III—Acute Physiology Score (PRISM III-APS): a method of assessing physiologic instability for pediatric intensive care unit patients JO - J Pediatr VL - 131 UR - https://doi.org/10.1016/S0022-3476(97)70065-9 DO - 10.1016/S0022-3476(97)70065-9 ID - Pollack1997 ER - TY - JOUR AU - Liao, K. P. PY - 2015 DA - 2015// TI - Development of phenotype algorithms using electronic medical records and incorporating natural language processing JO - BMJ VL - 350 UR - https://doi.org/10.1136/bmj.h1885 DO - 10.1136/bmj.h1885 ID - Liao2015 ER - TY - JOUR AU - Halpern, Y. PY - 2016 DA - 2016// TI - Electronic medical record phenotyping using the anchor and learn framework JO - J Am Med Inform Assoc VL - 23 UR - https://doi.org/10.1093/jamia/ocw011 DO - 10.1093/jamia/ocw011 ID - Halpern2016 ER - TY - JOUR AU - Aronson, A. R. AU - Lang, F. -. M. PY - 2010 DA - 2010// TI - An overview of MetaMap: historical perspective and recent advances JO - J Am Med Inform Assoc VL - 17 UR - https://doi.org/10.1136/jamia.2009.002733 DO - 10.1136/jamia.2009.002733 ID - Aronson2010 ER - TY - JOUR AU - Luo, Y. PY - 2018 DA - 2018// TI - Segment convolutional neural networks (Seg-CNNs) for classifying relations in clinical notes JO - J Am Med Inform Assoc VL - 25 UR - https://doi.org/10.1093/jamia/ocx090 DO - 10.1093/jamia/ocx090 ID - Luo2018 ER - TY - JOUR AU - Solt, I. PY - 2009 DA - 2009// TI - Semantic classification of diseases in discharge summaries using a context-aware rule-based classifier JO - J Am Med Inform Assoc VL - 16 UR - https://doi.org/10.1197/jamia.M3087 DO - 10.1197/jamia.M3087 ID - Solt2009 ER - TY - JOUR AU - Liu, X. -. Y. AU - Wu, J. AU - Zhou, Z. -. H. PY - 2008 DA - 2008// TI - Exploratory undersampling for class-imbalance learning JO - IEEE Trans Syst Man Cybernet Part B (Cybernetics) VL - 2 ID - Liu2008 ER - TY - JOUR AU - Matics, T. J. AU - Sanchez-Pinto, L. N. PY - 2017 DA - 2017// TI - Adaptation and validation of a pediatric sequential organ failure assessment score and evaluation of the sepsis-3 definitions in critically ill children JO - JAMA Pediatr VL - 171 UR - https://doi.org/10.1001/jamapediatrics.2017.2352 DO - 10.1001/jamapediatrics.2017.2352 ID - Matics2017 ER - TY - JOUR AU - Ye, J. PY - 2017 DA - 2017// TI - A portable urine analyzer based on colorimetric detection JO - Anal Methods VL - 9 UR - https://doi.org/10.1039/C7AY00780A DO - 10.1039/C7AY00780A ID - Ye2017 ER -