B. Nair

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Explainable machine-learning predictions for the prevention of hypoxaemia during surgery

Scott M. Lundberg, Su-In Lee, B. Nair, 2018, Nature Biomedical Engineering.

Explainable AI for Trees: From Local Explanations to Global Understanding pdf

Gabriel Erion, Hugh Chen, Scott M. Lundberg, 2019, ArXiv.

Explainable machine learning predictions to help anesthesiologists prevent hypoxemia during surgery

Scott M. Lundberg, Su-In Lee, B. Nair, 2017, bioRxiv.

Electrocardiographic Activity before Onset of Postoperative Atrial Fibrillation in Cardiac Surgery Patients

B. Nair, O. Wazni, Tamer S. Fahmy, 2008, Pacing and clinical electrophysiology : PACE.

Patient characteristics and critical care workflow affect paging frequency in neurocritical care

B. Nair, M. Vavilala, V. Krishnamoorthy, 2019, Journal of Clinical Neuroscience.

Randomised trial comparing the recording ability of a novel, electronic emergency documentation system with the AHA paper cardiac arrest record

Axel Roesler, Eliot Grigg, Bala Nair, 2013, Emergency Medicine Journal.

Facilitated self‐reported anaesthetic medication errors before and after implementation of a safety bundle and barcode‐based safety system

A. Merry, B. Nair, C. Webster, 2018, British journal of anaesthesia.

Forecasting a Crisis: Machine-Learning Models Predict Occurrence of Intraoperative Bradycardia Associated With Hypotension

Rajeev C. Saxena, B. Nair, M. Neradilek, 2020, Anesthesia and analgesia.

A Pilot Study of the Feasibility and Accuracy of Inpatient Continuous Glucose Monitoring

D. Flum, I. Hirsch, G. A. Rooke, 2020, Diabetes Care.

The effects of an aviation‐style computerised pre‐induction anaesthesia checklist on pre‐anaesthetic set‐up and non‐routine events

D. Boorman, E. P. Dellinger, B. Nair, 2019, Anaesthesia.

Machine learning approach to predict postoperative opioid requirements in ambulatory surgery patients

Akira A Nair, B. Nair, M. Horibe, 2020, PloS one.

Endovascular Treatment of Acute Ischemic Stroke Under General Anesthesia: Predictors of Good Outcome

B. Nair, D. Tirschwell, K. Becker, 2017, Journal of neurosurgical anesthesiology.

Intraoperative blood glucose management: impact of a real-time decision support system on adherence to institutional protocol

I. Hirsch, H. Schwid, B. Nair, 2016, Journal of Clinical Monitoring and Computing.

Automated electronic reminders to improve redosing of antibiotics during surgical cases: comparison of two approaches.

H. Schwid, B. Nair, Shu-Fang Newman, 2011, Surgical infections.

Systematic Postoperative Nausea Prophylaxis Feedback Improves Clinical Performance in Anesthesiology Residents.

B. Nair, N. Greene, K. Souter, 2015, The journal of education in perioperative medicine : JEPM.

Decisional practices and patterns of intraoperative glucose management in an academic medical center.

I. Hirsch, H. Schwid, B. Nair, 2016, Journal of clinical anesthesia.

The Effect of Intraoperative Blood Glucose Management on Postoperative Blood Glucose Levels in Noncardiac Surgery Patients

B. Nair, M. Horibe, Shu-Fang Newman, 2016, Anesthesia and analgesia.

Relative costs of anesthesiologist prepared, hospital pharmacy prepared and outsourced anesthesia drugs.

B. Nair, A. Bowdle, S. Jelacic, 2017, Journal of clinical anesthesia.

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

Bala G Nair, Maxime Cannesson, H. Schwid, 2017, Anesthesia and analgesia.

To the Editor.

B. Nair, I. Hofer, Eilon Gabel, 2017, Anesthesia and analgesia.

Aviation-Style Computerized Surgical Safety Checklist Displayed on a Large Screen and Operated by the Anesthesia Provider Improves Checklist Performance

D. Boorman, E. P. Dellinger, B. Nair, 2020, Anesthesia and analgesia.

Process Optimization and Digital Quality Improvement to Enhance Timely Initiation of Epidural Infusions and Postoperative Pain Control

Aalap C. Shah, B. Nair, L. Bollag, 2019, Anesthesia and analgesia.

Continuous intraoperative epidural infusions affect recovery room length of stay and analgesic requirements: a single-center observational study

Aalap C. Shah, B. Nair, L. Bollag, 2017, Journal of Anesthesia.

Anesthetic Management of Brain-dead Adult and Pediatric Organ Donors: The Harborview Medical Center Experience

B. Nair, M. Souter, A. Lele, 2020, Journal of neurosurgical anesthesiology.

From local explanations to global understanding with explainable AI for trees

Hugh Chen, Scott M. Lundberg, Gabriel G. Erion, 2020, Nature Machine Intelligence.

Reducing Wastage of Inhalation Anesthetics Using Real-time Decision Support to Notify of Excessive Fresh Gas Flow

H. Schwid, B. Nair, Shu-Fang Newman, 2013, Anesthesiology.

Revisiting the video stethoscope: An application of digital signal processing software (Goldwave ®) to monitoring ventilation in intubated patients

D. Doyle, B. Nair, 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Counting train-of-four twitch response: comparison of palpation to mechanomyography, acceleromyography, and electromyography.

B. Nair, A. Bowdle, J. Hulvershorn, 2020, British journal of anaesthesia.

A comparison of a prototype electromyograph vs. a mechanomyograph and an acceleromyograph for assessment of neuromuscular blockade†

B. Nair, A. Bowdle, J. Hulvershorn, 2019, Anaesthesia.

Smart Anesthesia Manager$^{\rm TM}$ (SAM)—A Real-time Decision Support System for Anesthesia Care during Surgery

Shu-Fang Newman, Howard A. Schwid, Bala G. Nair, 2013, IEEE Transactions on Biomedical Engineering.

Feedback Mechanisms Including Real-Time Electronic Alerts to Achieve Near 100% Timely Prophylactic Antibiotic Administration in Surgical Cases

Shu-Fang Newman, Howard A. Schwid, Bala G. Nair, 2010, Anesthesia and analgesia.

Preoperative Low-Dose Aspirin Exposure and Outcomes After Emergency Neurosurgery for Traumatic Intracranial Hemorrhage in Elderly Patients

B. Nair, M. Vavilala, Shu-Fang Newman, 2017, Anesthesia and analgesia.

Anesthesia Information Management System-Based Near Real-Time Decision Support to Manage Intraoperative Hypotension and Hypertension

Shu-Fang Newman, Bala G Nair, H. Schwid, 2014, Anesthesia and analgesia.

Safe on Saturday: Elective abdominal and perineal surgeries can be performed on Saturday without increased risk of poor post-operative outcome.

Aalap C. Shah, B. Nair, M. Neradilek, 2019, American journal of surgery.

Electronic Audit and Feedback With Positive Rewards Improve Anesthesia Provider Compliance With a Barcode-Based Drug Safety System.

B. Nair, T. A. Bowdle, S. Jelacic, 2019, Anesthesia and analgesia.

A Machine Learning Approach for Predicting Real-time Risk of Intraoperative Hypotension in Traumatic Brain Injury

N. Polissar, B. Nair, M. Vavilala, 2021, Journal of neurosurgical anesthesiology.

Risks of Routinely Clamping External Ventricular Drains for Intrahospital Transport in Neurocritically Ill Cerebrovascular Patients

B. Nair, M. Vavilala, Shu-Fang Newman, 2017, Neurocritical Care.

A System for Anesthesia Drug Administration Using Barcode Technology: The Codonics Safe Label System and Smart Anesthesia Manager™

Bala G Nair, B. Nair, A. Bowdle, 2015, Anesthesia and analgesia.

Methylprednisolone Therapy in Acute Traumatic Spinal Cord Injury: Analysis of a Regional Spinal Cord Model Systems Database

Jacob E. Sunshine, B. Nair, Shu-Fang Newman, 2017, Anesthesia and analgesia.

Why we scan the barcodes of anaesthetic medications.

A. Merry, B. Nair, A. Bowdle, 2019, British journal of anaesthesia.

Failure to Redose Antibiotic Prophylaxis in Long Surgery Increases Risk of Surgical Site Infection.

E. P. Dellinger, B. Nair, J. Whitney, 2017, Surgical Infections.

Development of an aviation-style computerized checklist displayed on a tablet computer for improving handoff communication in the post-anesthesia care unit

D. Boorman, B. Nair, A. Bowdle, 2020, Journal of Clinical Monitoring and Computing.

Association between acute phase perioperative glucose parameters and postoperative outcomes in diabetic and non-diabetic patients undergoing non-cardiac surgery.

B. Nair, M. Horibe, Shu-Fang Newman, 2019, American journal of surgery.

Six Sigma Methodology Can Be Used to Improve Adherence for Antibiotic Prophylaxis In Patients Undergoing Noncardiac Surgery

Bala G Nair, Michael F Roizen, B. Nair, 2007, Anesthesia and analgesia.

Perioperative hypotension and discharge outcomes in non-critically injured trauma patients, a single centre retrospective cohort study.

G. A. Rooke, B. Nair, M. Vavilala, 2017, Injury.

Improving Operating Room Efficiency: A Machine Learning Approach to Predict Case-Time Duration.

Rajeev C. Saxena, B. Nair, Stuart Solomon, 2018, Journal of the American College of Surgeons.

Accurately Predicting Case-Time Duration: In reply to Dexter and Epstein.

Rajeev C. Saxena, B. Nair, Stuart Solomon, 2019, Journal of the American College of Surgeons.

Intraoperative prediction of post-anaesthesia care unit hypotension

B. Nair, M. Vavilala, Konstantina Palla, 2021, British Journal of Anaesthesia.

Framing Machine Learning Opportunities for Hypotension Prediction in Perioperative Care: A Socio-technical Perspective

Stephanie L. Hyland, B. Nair, M. Vavilala, 2023, ACM Trans. Comput. Hum. Interact..

An electronic handoff tool to facilitate transfer of care from anesthesia to nursing in intensive care units

Bala G. Nair, Aalap C. Shah, Daniel C. Oh, 2019, Health Informatics J..

Don't Blame the Messenger.

H. Schwid, B. Nair, 2015, Anesthesia and analgesia.

Near real-time notification of gaps in cuff blood pressure recordings for improved patient monitoring

H. Schwid, B. Nair, M. Horibe, 2013, Journal of Clinical Monitoring and Computing.

Improving documentation of a beta-blocker quality measure through an anesthesia information management system and real-time notification of documentation errors.

H. Schwid, B. Nair, Shu-Fang Newman, 2012, Joint Commission journal on quality and patient safety.

A Novel Computerized Fading Memory Algorithm for Glycemic Control in Postoperative Surgical Patients

Bala G Nair, B. Nair, M. Horibe, 2012, Anesthesia and analgesia.

Development and Feasibility of a Real-Time Clinical Decision Support System for Traumatic Brain Injury Anesthesia Care

B. Nair, M. Vavilala, Rosemary M. Grant, 2017, Applied Clinical Informatics.

Associations Between Age and Dosing of Volatile Anesthetics in 2 Academic Hospitals

B. Nair, William C. Van Cleve, G. Rooke, 2015, Anesthesia and analgesia.

Evaluation of machine learning models as decision aids for anesthesiologists

B. Nair, S. Hembrador, David N. Flynn, 2022, Journal of clinical monitoring and computing.

Hyper-G: An Artificial Intelligence Tool for Optimal Decision-Making and Management of Blood Glucose Levels in Surgery Patients

Akira A Nair, Mihir Velagapudi, Lakshmana Behara, 2019, Methods of Information in Medicine.

Patient characteristics and critical care workflow affect paging frequency in neurocritical care

B. Nair, M. Vavilala, V. Krishnamoorthy, 2019, Journal of clinical neuroscience.

Feasibility and indicator outcomes using computerized clinical decision support in pediatric traumatic brain injury anesthesia care

B. Nair, M. Vavilala, Rosemary M. Grant, 2019, Paediatric anaesthesia.

Evaluation of Perioperative Medication Errors.

B. Nair, S. Jelacic, T. Bowdle, 2016, Anesthesiology.

Does Attending Surgeon Presence at the Preinduction Briefing Improve Operating Room Efficiency?

Rajeev C. Saxena, B. Nair, M. Neradilek, 2019, Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery.