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Mao Q, Jay M, Hoffman JL, Calvert J, Barton C, Shimabukuro D, Shieh L, Chettipally U, Fletcher G, Kerem Y, Zhou Y, Das R. Multicentre validation of a sepsis prediction algorithm using only vital sign data in the emergency department, general ward and ICU. BMJ Open. 2018 Jan 26;8(1):e017833. doi: 10.1136/bmjopen-2017-017833. PubMed PMID: 29374661; PubMed Central PMCID: PMC5829820.
Desautels T, Calvert J, Hoffman J, Mao Q, Jay M, Fletcher G, Barton C, Chettipally U, Kerem Y, Das R. Using Transfer Learning for Improved Mortality Prediction in a Data-Scarce Hospital Setting. Biomed Inform Insights. 2017;9:1178222617712994. doi: 10.1177/1178222617712994. eCollection 2017. PubMed PMID: 28638239; PubMed Central PMCID: PMC5470861.
Calvert J, Mao Q, Hoffman JL, Jay M, Desautels T, Mohamadlou H, Chettipally U, Das R. Using electronic health record collected clinical variables to predict medical intensive care unit mortality. Ann Med Surg (Lond). 2016 Nov;11:52-57. doi: 10.1016/j.amsu.2016.09.002. eCollection 2016 Nov. PubMed PMID: 27699003; PubMed Central PMCID: PMC5037117.
Calvert J, Mao Q, Rogers AJ, Barton C, Jay M, Desautels T, Mohamadlou H, Jan J, Das R. A computational approach to mortality prediction of alcohol use disorder inpatients. Comput Biol Med. 2016 Aug 1;75:74-9. doi: 10.1016/j.compbiomed.2016.05.015. Epub 2016 May 24. PubMed PMID: 27253619.
Calvert J, Desautels T, Chettipally U, Barton C, Hoffman J, Jay M, Mao Q, Mohamadlou H, Das R. High-performance detection and early prediction of septic shock for alcohol-use disorder patients. Ann Med Surg (Lond). 2016 Jun;8:50-5. doi: 10.1016/j.amsu.2016.04.023. eCollection 2016 Jun. PubMed PMID: 27489621; PubMed Central PMCID: PMC4960347.
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