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Items: 12


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.


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.


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 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.


Zebrafish Thsd7a is a neural protein required for angiogenic patterning during development.

Wang CH, Chen IH, Kuo MW, Su PT, Lai ZY, Wang CH, Huang WC, Hoffman J, Kuo CJ, You MS, Chuang YJ.

Dev Dyn. 2011 Jun;240(6):1412-21. doi: 10.1002/dvdy.22641. Epub 2011 Apr 25.


VEGF modulates erythropoiesis through regulation of adult hepatic erythropoietin synthesis.

Tam BY, Wei K, Rudge JS, Hoffman J, Holash J, Park SK, Yuan J, Hefner C, Chartier C, Lee JS, Jiang S, Nayak NR, Kuypers FA, Ma L, Sundram U, Wu G, Garcia JA, Schrier SL, Maher JJ, Johnson RS, Yancopoulos GD, Mulligan RC, Kuo CJ.

Nat Med. 2006 Jul;12(7):793-800. Epub 2006 Jun 25. Erratum in: Nat Med. 2009 Apr;15(4):462. Niyak, Nihar R [corrected to Nayak, Nihar R].


Adenoviral gene transfer with soluble vascular endothelial growth factor receptors impairs angiogenesis and perfusion in a murine model of hindlimb ischemia.

Jacobi J, Tam BY, Wu G, Hoffman J, Cooke JP, Kuo CJ.

Circulation. 2004 Oct 19;110(16):2424-9. Epub 2004 Oct 11.


Wnts as essential growth factors for the adult small intestine and colon.

Hoffman J, Kuhnert F, Davis CR, Kuo CJ.

Cell Cycle. 2004 May;3(5):554-7. Epub 2004 May 15.


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