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Items: 1 to 20 of 108

1.

Intelligent ICU for Autonomous Patient Monitoring Using Pervasive Sensing and Deep Learning.

Davoudi A, Malhotra KR, Shickel B, Siegel S, Williams S, Ruppert M, Bihorac E, Ozrazgat-Baslanti T, Tighe PJ, Bihorac A, Rashidi P.

Sci Rep. 2019 May 29;9(1):8020. doi: 10.1038/s41598-019-44004-w.

2.

Quality Improvement Goals for Acute Kidney Injury.

Kashani K, Rosner MH, Haase M, Lewington AJP, O'Donoghue DJ, Wilson FP, Nadim MK, Silver SA, Zarbock A, Ostermann M, Mehta RL, Kane-Gill SL, Ding X, Pickkers P, Bihorac A, Siew ED, Barreto EF, Macedo E, Kellum JA, Palevsky PM, Tolwani AJ, Ronco C, Juncos LA, Rewa OG, Bagshaw SM, Mottes TA, Koyner JL, Liu KD, Forni LG, Heung M, Wu VC.

Clin J Am Soc Nephrol. 2019 Jun 7;14(6):941-953. doi: 10.2215/CJN.01250119. Epub 2019 May 17.

PMID:
31101671
3.

Response to Comment on "MySurgeryRisk: Development and Validation of a Machine-learning Risk Algorithm for Major Complications and Death After Surgery".

Bihorac A.

Ann Surg. 2019 Jun;269(6):e74. doi: 10.1097/SLA.0000000000002884. No abstract available.

PMID:
31082924
4.

Improved predictive models for acute kidney injury with IDEA: Intraoperative Data Embedded Analytics.

Adhikari L, Ozrazgat-Baslanti T, Ruppert M, Madushani RWMA, Paliwal S, Hashemighouchani H, Zheng F, Tao M, Lopes JM, Li X, Rashidi P, Bihorac A.

PLoS One. 2019 Apr 4;14(4):e0214904. doi: 10.1371/journal.pone.0214904. eCollection 2019.

5.

Autonomous detection of disruptions in the intensive care unit using deep mask RCNN.

Malhotra KR, Davoudi A, Siegel S, Bihorac A, Rashidi P.

Conf Comput Vis Pattern Recognit Workshops. 2018 Jun;2018:1944-1946. doi: 10.1109/CVPRW.2018.00241. Epub 2018 Dec 17.

6.

Comparing clinical judgment with the MySurgeryRisk algorithm for preoperative risk assessment: A pilot usability study.

Brennan M, Puri S, Ozrazgat-Baslanti T, Feng Z, Ruppert M, Hashemighouchani H, Momcilovic P, Li X, Wang DZ, Bihorac A.

Surgery. 2019 May;165(5):1035-1045. doi: 10.1016/j.surg.2019.01.002. Epub 2019 Feb 18.

PMID:
30792011
7.

DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning.

Shickel B, Loftus TJ, Adhikari L, Ozrazgat-Baslanti T, Bihorac A, Rashidi P.

Sci Rep. 2019 Feb 12;9(1):1879. doi: 10.1038/s41598-019-38491-0.

8.

The Development of Chronic Critical Illness Determines Physical Function, Quality of Life, and Long-Term Survival Among Early Survivors of Sepsis in Surgical ICUs.

Gardner AK, Ghita GL, Wang Z, Ozrazgat-Baslanti T, Raymond SL, Mankowski RT, Brumback BA, Efron PA, Bihorac A, Moore FA, Anton SD, Brakenridge SC.

Crit Care Med. 2019 Apr;47(4):566-573. doi: 10.1097/CCM.0000000000003655.

PMID:
30664526
9.

Persistent inflammation and anemia among critically ill septic patients.

Loftus TJ, Mira JC, Stortz JA, Ozrazgat-Baslanti T, Ghita GL, Wang Z, Brumback BA, Ungaro RF, Bihorac A, Leeuwenburgh C, Moore FA, Moldawer LL, Brakenridge SC, Efron PA, Mohr AM.

J Trauma Acute Care Surg. 2019 Feb;86(2):260-267. doi: 10.1097/TA.0000000000002147.

PMID:
30489504
10.

Comparison of Gaussian Processes Methods to Linear methods for Imputation of Sparse Physiological Time Series.

Nickerson P, Baharloo R, Davoudi A, Bihorac A, Rashidi P.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:4106-4109. doi: 10.1109/EMBC.2018.8513303.

11.

Activity and Circadian Rhythm of Sepsis Patients in the Intensive Care Unit.

Davoudi A, Corbett DB, Ozrazgat-Baslanti T, Bihorac A, Brakenridge SC, Manini TM, Rashidi P.

IEEE EMBS Int Conf Biomed Health Inform. 2018 Mar;2018:17-20. doi: 10.1109/BHI.2018.8333359. Epub 2018 Apr 9.

12.

Delirium Prediction using Machine Learning Models on Preoperative Electronic Health Records Data.

Davoudi A, Ebadi A, Rashidi P, Ozrazgat-Baslanti T, Bihorac A, Bursian AC.

Proc IEEE Int Symp Bioinformatics Bioeng. 2017 Oct;2017:568-573. doi: 10.1109/BIBE.2017.00014. Epub 2018 Jan 11.

13.

Intelligent Perioperative System: Towards Real-time Big Data Analytics in Surgery Risk Assessment.

Feng Z, Bhat RR, Yuan X, Freeman D, Baslanti T, Bihorac A, Li X.

DASC PICom DataCom CyberSciTech 2017 (2017). 2017 Nov;2017:1254-1259. doi: 10.1109/DASC-PICom-DataCom-CyberSciTec.2017.201.

14.

Role of Transglutaminase 2 in Migration of Tumor Cells and How Mouse Models Fit.

Bihorac A.

Med Sci (Basel). 2018 Aug 30;6(3). pii: E70. doi: 10.3390/medsci6030070. Review.

15.

Epidemiology, outcomes, and management of acute kidney injury in the vascular surgery patient.

Hobson C, Lysak N, Huber M, Scali S, Bihorac A.

J Vasc Surg. 2018 Sep;68(3):916-928. doi: 10.1016/j.jvs.2018.05.017. Epub 2018 Jun 28. Review.

PMID:
30146038
16.

Chronic Critical Illness and the Persistent Inflammation, Immunosuppression, and Catabolism Syndrome.

Hawkins RB, Raymond SL, Stortz JA, Horiguchi H, Brakenridge SC, Gardner A, Efron PA, Bihorac A, Segal M, Moore FA, Moldawer LL.

Front Immunol. 2018 Jul 2;9:1511. doi: 10.3389/fimmu.2018.01511. eCollection 2018. Review.

17.

Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis.

Shickel B, Tighe PJ, Bihorac A, Rashidi P.

IEEE J Biomed Health Inform. 2018 Sep;22(5):1589-1604. doi: 10.1109/JBHI.2017.2767063. Epub 2017 Oct 27. Review.

PMID:
29989977
18.

Response to: "MySurgeryRisk: Development and Validation of a Machine-learning Risk Algorithm for Major Complications and Death After Surgery".

Bihorac A.

Ann Surg. 2018 Jul 2. doi: 10.1097/SLA.0000000000002884. [Epub ahead of print] No abstract available.

PMID:
29975198
19.

Cardiac and Vascular Surgery-Associated Acute Kidney Injury: The 20th International Consensus Conference of the ADQI (Acute Disease Quality Initiative) Group.

Nadim MK, Forni LG, Bihorac A, Hobson C, Koyner JL, Shaw A, Arnaoutakis GJ, Ding X, Engelman DT, Gasparovic H, Gasparovic V, Herzog CA, Kashani K, Katz N, Liu KD, Mehta RL, Ostermann M, Pannu N, Pickkers P, Price S, Ricci Z, Rich JB, Sajja LR, Weaver FA, Zarbock A, Ronco C, Kellum JA.

J Am Heart Assoc. 2018 Jun 1;7(11). pii: e008834. doi: 10.1161/JAHA.118.008834. No abstract available.

20.

Persistent inflammation, immunosuppression, and catabolism and the development of chronic critical illness after surgery.

Efron PA, Mohr AM, Bihorac A, Horiguchi H, Hollen MK, Segal MS, Baker HV, Leeuwenburgh C, Moldawer LL, Moore FA, Brakenridge SC.

Surgery. 2018 Aug;164(2):178-184. doi: 10.1016/j.surg.2018.04.011. Epub 2018 May 26. Review.

PMID:
29807651

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