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Items: 18


Evaluation of a machine learning algorithm for up to 48-hour advance prediction of sepsis using six vital signs.

Barton C, Chettipally U, Zhou Y, Jiang Z, Lynn-Palevsky A, Le S, Calvert J, Das R.

Comput Biol Med. 2019 Jun;109:79-84. doi: 10.1016/j.compbiomed.2019.04.027. Epub 2019 Apr 24.


Machine-Learning-Based Laboratory Developed Test for the Diagnosis of Sepsis in High-Risk Patients.

Calvert J, Saber N, Hoffman J, Das R.

Diagnostics (Basel). 2019 Feb 13;9(1). pii: E20. doi: 10.3390/diagnostics9010020.


Prediction of Acute Kidney Injury With a Machine Learning Algorithm Using Electronic Health Record Data.

Mohamadlou H, Lynn-Palevsky A, Barton C, Chettipally U, Shieh L, Calvert J, Saber NR, Das R.

Can J Kidney Health Dis. 2018 Jun 8;5:2054358118776326. doi: 10.1177/2054358118776326. eCollection 2018.


Multicentre validation of a sepsis prediction algorithm using only vital sign data in the emergency department, general ward and ICU.

Mao Q, Jay M, Hoffman JL, Calvert J, Barton C, Shimabukuro D, Shieh L, Chettipally U, Fletcher G, Kerem Y, Zhou Y, Das R.

BMJ Open. 2018 Jan 26;8(1):e017833. doi: 10.1136/bmjopen-2017-017833.


Prediction of early unplanned intensive care unit readmission in a UK tertiary care hospital: a cross-sectional machine learning approach.

Desautels T, Das R, Calvert J, Trivedi M, Summers C, Wales DJ, Ercole A.

BMJ Open. 2017 Sep 15;7(9):e017199. doi: 10.1136/bmjopen-2017-017199.


Using Transfer Learning for Improved Mortality Prediction in a Data-Scarce Hospital Setting.

Desautels T, Calvert J, Hoffman J, Mao Q, Jay M, Fletcher G, Barton C, Chettipally U, Kerem Y, Das R.

Biomed Inform Insights. 2017 Jun 12;9:1178222617712994. doi: 10.1177/1178222617712994. eCollection 2017.


Cost and mortality impact of an algorithm-driven sepsis prediction system.

Calvert J, Hoffman J, Barton C, Shimabukuro D, Ries M, Chettipally U, Kerem Y, Jay M, Mataraso S, Das R.

J Med Econ. 2017 Jun;20(6):646-651. doi: 10.1080/13696998.2017.1307203. Epub 2017 Apr 3.


Using electronic health record collected clinical variables to predict medical intensive care unit mortality.

Calvert J, Mao Q, Hoffman JL, Jay M, Desautels T, Mohamadlou H, Chettipally U, Das R.

Ann Med Surg (Lond). 2016 Sep 6;11:52-57. eCollection 2016 Nov.


Prediction of Sepsis in the Intensive Care Unit With Minimal Electronic Health Record Data: A Machine Learning Approach.

Desautels T, Calvert J, Hoffman J, Jay M, Kerem Y, Shieh L, Shimabukuro D, Chettipally U, Feldman MD, Barton C, Wales DJ, Das R.

JMIR Med Inform. 2016 Sep 30;4(3):e28.


High-performance detection and early prediction of septic shock for alcohol-use disorder patients.

Calvert J, Desautels T, Chettipally U, Barton C, Hoffman J, Jay M, Mao Q, Mohamadlou H, Das R.

Ann Med Surg (Lond). 2016 May 10;8:50-5. doi: 10.1016/j.amsu.2016.04.023. eCollection 2016 Jun.


A computational approach to mortality prediction of alcohol use disorder inpatients.

Calvert J, Mao Q, Rogers AJ, Barton C, Jay M, Desautels T, Mohamadlou H, Jan J, Das R.

Comput Biol Med. 2016 Aug 1;75:74-9. doi: 10.1016/j.compbiomed.2016.05.015. Epub 2016 May 24.


A computational approach to early sepsis detection.

Calvert JS, Price DA, Chettipally UK, Barton CW, Feldman MD, Hoffman JL, Jay M, Das R.

Comput Biol Med. 2016 Jul 1;74:69-73. doi: 10.1016/j.compbiomed.2016.05.003. Epub 2016 May 12.


Quantitative analysis and prediction of G-quadruplex forming sequences in double-stranded DNA.

Kim M, Kreig A, Lee CY, Rube HT, Calvert J, Song JS, Myong S.

Nucleic Acids Res. 2016 Jun 2;44(10):4807-17. doi: 10.1093/nar/gkw272. Epub 2016 Apr 19.


Discharge recommendation based on a novel technique of homeostatic analysis.

Calvert JS, Price DA, Barton CW, Chettipally UK, Das R.

J Am Med Inform Assoc. 2017 Jan;24(1):24-29. doi: 10.1093/jamia/ocw014. Epub 2016 Mar 28.


G-quadruplex formation in double strand DNA probed by NMM and CV fluorescence.

Kreig A, Calvert J, Sanoica J, Cullum E, Tipanna R, Myong S.

Nucleic Acids Res. 2015 Sep 18;43(16):7961-70. doi: 10.1093/nar/gkv749. Epub 2015 Jul 21.


Telomeric overhang length determines structural dynamics and accessibility to telomerase and ALT-associated proteins.

Hwang H, Kreig A, Calvert J, Lormand J, Kwon Y, Daley JM, Sung P, Opresko PL, Myong S.

Structure. 2014 Jun 10;22(6):842-53. doi: 10.1016/j.str.2014.03.013. Epub 2014 May 15.


Fertility-sparing management of endometrial adenocarcinoma.

Dorais J, Dodson M, Calvert J, Mize B, Travarelli JM, Jasperson K, Peterson CM, Soisson AP.

Obstet Gynecol Surv. 2011 Jul;66(7):443-51. doi: 10.1097/OGX.0b013e31822f8f66. Review.


Relapse of Wells' syndrome in a child after tetanus-diphtheria immunization.

Calvert J, Shors AR, Hornung RL, Poorsattar SP, Sidbury R.

J Am Acad Dermatol. 2006 May;54(5 Suppl):S232-3. No abstract available.


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