Machine-learning Algorithm to Predict Hypotension Based on High-fidelity Arterial Pressure Waveform Analysis

Cannesson M, Hatib F, Jian Z, Buddi S, Lee C, Settles J, Sibert K, Rinehart J. Anesthesiology 2018; 129:663-74. Epub June 2018 doi:10.1097/ALN.0000000000002300

Development and Validation of a Deep Neural Network Model for Prediction of Postoperative In-hospital Mortality.

Lee CK, Hofer I, Gabel E, Baldi P, Cannesson M. Anesthesiology 2018; 129:649-62. Epub April 2018. doi:10.1097/ALN.0000000000002186

A Hospital Is Not Just a Factory, but a Complex Adaptive System-Implications for Perioperative Care.

Mahajan A, Islam SD, Schwartz MJ, Cannesson M. Anesth Analg. 2017 Jul;125(1):333-341. doi: 10.1213/ANE.0000000000002144. PMID: 28614127  

Anesthesiology and New Models of Perioperative Care: What Will Help Move the Needle?

Cannesson M, Mahajan A. Anesth Analg. 2017 May;124(5):1392-1393. doi: 10.1213/ANE.0000000000001952. No abstract available. PMID: 28426581

Creation and Validation of an Automated Algorithm to Determine Postoperative Ventilator Requirements After Cardiac Surgery.

Gabel E, Hofer IS, Satou N, Grogan T, Shemin R, Mahajan A, Cannesson M. Anesth Analg. 2017 May;124(5):1423-1430. doi: 10.1213/ANE.0000000000001997. PMID: 28431419

Standardized Care Versus Precision Medicine in the Perioperative Setting: Can Point-of-Care Testing Help Bridge the Gap?

Iravani M, Lee LK, Cannesson M. Anesth Analg. 2017 Apr;124(4):1347-1353.

Intraoperative Clinical Decision Support for Anesthesia: A Narrative Review of Available Systems.

Nair BG, Gabel E, Hofer I, Schwid HA, Cannesson M. Anesth Analg. 2017 Feb;124(2):603-617. doi: 10.1213/ANE.0000000000001636.

Should We Fear Computers or the Lack of Them? Technology, Digital Quality Improvement, and the Care Redesign Process.

Simpao AF, Gálvez JA, Cannesson M. Anesthesiology. 2017 Mar;126(3):369-370.

Accuracy and precision of non-invasive cardiac output monitoring devices in perioperative medicine: a systematic review and meta-analysis†.

Joosten A, Desebbe O, Suehiro K, Murphy LS, Essiet M, Alexander B, Fischer MO, Barvais L, Van Obbergh L, Maucort-Boulch D, Cannesson M. Br J Anaesth. 2017 Mar 1;118(3):298-310. doi: 10.1093/bja/aew461

The UCLA Health Resident Informaticist Program - A Novel Clinical Informatics Training Program.

Singer JS, Cheng EM, Baldwin K, Pfeffer MA; UCLA Health Physician Informaticist Committee. J Am Med Inform Assoc. 2017 Jan 23.

Operationalizing Precision Cardiovascular Medicine: Three Innovations.

Wang JJ, Aboulhosn JA, Hofer IS, Mahajan A, Wang Y, Vondriska TM. Circ Res. 2016 Oct 14;119(9):984-987.

A Systematic Approach to Creation of a Perioperative Data Warehouse.

Hofer IS, Gabel E, Pfeffer M, Mahbouba M, Mahajan A. Anesth Analg. 2016 Jun;122(6):1880-4.

Anesthesia's Impact on Outcomes After Endoscopy: More Research Is Needed.

Hofer IS, Gabel E, Cannesson M, Mahajan A. Gastroenterology. 2016 Sep;151(3):559.

Advancing Perioperative Medicine and Anesthesia Practices into the Era of Digital Quality Improvement.

Gabel E, Hofer I, Cannesson M. Anesth Analg. 2016 Jun;122(6):1740-1.

The Mandate to Measure Patient Experience: How Can Patients "Value" Anesthesia Care?

Meyer MJ, Hyder JA, Cole DJ, Kamdar NV. Anesth Analg. 2016 Apr;122(4):1211-5.

Academic anesthesia: innovate to avoid extinction.

Kamdar NV, de Gialluly PS. Anesthesiology. 2014 Aug;121(2):427-8.

Time-driven activity-based costing: a driver for provider engagement in costing activities and redesign initiatives.

McLaughlin N, Burke MA, Setlur NP, Niedzwiecki DR, Kaplan AL, Saigal C, Mahajan A, Martin NA, Kaplan RS. Neurosurg Focus. 2014 Nov;37(5):E3.

An Ambulatory Surgery Perioperative Surgical Home in Kaiser Permanente Settings: Practice and Outcomes.

Qiu C, Rinehart J, Nguyen VT, Cannesson M, Morkos A, LaPlace D, Trivedi NS, Mercado PD, Kain ZN. Anesth Analg. 2017 Mar;124(3):768-774.

Current Quality Registries Lack the Accurate Data Needed to Perform Adequate Reliability Adjustments.

Hofer IS, Le Manach Y, Cannesson M. Anesthesiology. 2016 Aug;125(2):422-3.

PRO: Perioperative Goal-Directed Fluid Therapy Is an Essential Element of an Enhanced Recovery Protocol.

Cannesson M, Gan TJ. Anesth Analg. 2016 May;122(5):1258-60.

Transforming Perioperative Care: The Case for a Novel Curriculum for Anesthesiology Resident Training.

Alem N, Cohen N, Cannesson M, Kain Z. Anesth Analg Case Rep. 2016 Jun 15;6(12):373-9.

American Society for Enhanced Recovery (ASER) and Perioperative Quality Initiative  (POQI) joint consensus statement on perioperative fluid management within an enhanced recovery pathway for colorectal surgery.

Thiele RH, Raghunathan K, Brudney CS, Lobo DN, Martin D, Senagore A, Cannesson M, Gan TJ, Mythen MM, Shaw AD, Miller TE; Perioperative Quality Initiative (POQI) I Workgroup.vPerioper Med (Lond). 2016 Sep 17;5:24.