Austin Baird

ORCID: 0000-0002-4711-3016
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About
Contact & Profiles
Research Areas
  • Burn Injury Management and Outcomes
  • Opioid Use Disorder Treatment
  • Veterinary Pharmacology and Anesthesia
  • Pain Management and Opioid Use
  • Oil and Gas Production Techniques
  • Hydraulic and Pneumatic Systems
  • Neuroscience of respiration and sleep
  • Sepsis Diagnosis and Treatment
  • Forensic Toxicology and Drug Analysis
  • Patient-Provider Communication in Healthcare
  • Artificial Intelligence in Healthcare and Education
  • Heart Rate Variability and Autonomic Control
  • Family Support in Illness
  • Palliative Care and End-of-Life Issues
  • Hemodynamic Monitoring and Therapy
  • Pressure Ulcer Prevention and Management
  • Simulation-Based Education in Healthcare
  • Exercise and Physiological Responses
  • Mathematical Biology Tumor Growth
  • Family and Patient Care in Intensive Care Units
  • Advanced Sensor and Energy Harvesting Materials
  • Diet and metabolism studies
  • Clinical Reasoning and Diagnostic Skills
  • Modeling and Simulation Systems
  • Cell Image Analysis Techniques

University of Washington
2022-2025

Applied Research Associates (United States)
2018-2021

Gloucestershire Royal Hospital
2018

Duke University
2015

Cabrini Hospital
2015

Sunset Laboratory (United States)
2015

Peter MacCallum Cancer Centre
2013

<sec> <title>BACKGROUND</title> Gender plays a role healthcare simulation in multiple areas: communication, specific treatments, outcomes, anatomy, biases, and others. Often female simulators virtual patient avatars are only skin deep, not considering the vast physiological differences at play between biological sex of chosen gender associated state patient. It is important that as evolves, communicated taught to prospective students variety experiences. </sec> <title>OBJECTIVE</title> We...

10.2196/preprints.71679 preprint EN cc-by 2025-01-23

Background: There is a limitation in understanding complete cardiopulmonary function during moments of exhaustive exercise due to invasive measurement techniques. We asked how perturbed times different age cohorts: 6–11 and 11–18. sought broadly analyze oxidative stress differ across cohorts. Methods: present whole-body physiology model that connects the nervous, cardiovascular, respiratory, oxygen transport binding systems. connect these models using lumped parameter representation...

10.3390/jor5010001 article EN cc-by Journal of Respiration 2025-01-31

This article provides models and code for numerically simulating muscle-fluid-structure interactions (FSIs). work was presented as part of the symposium on Leading Students Faculty to Quantitative Biology through Active Learning at society-wide meeting Society Integrative Comparative in 2015. Muscle mechanics simple mathematical describe forces generated by muscular contractions are introduced most biomechanics physiology courses. Often, however, derived simplifying cases such isometric or...

10.1093/icb/icv102 article EN Integrative and Comparative Biology 2015-09-03

Using virtual patients, facilitated by natural language processing, provides a valuable educational experience for learners. Generating large, varied sample of realistic and appropriate responses patients is challenging. Artificial intelligence (AI) programs can be viable source these responses, but their utility this purpose has not been explored.

10.2196/50705 article EN cc-by JMIR Medical Education 2023-12-11

Sepsis is a debilitating condition associated with high mortality rate that greatly strains hospital resources. Though advances have been made in improving sepsis diagnosis and treatment, our understanding of the disease far from complete. Mathematical modeling has potential to explore underlying biological mechanisms patient phenotypes contribute variability septic outcomes. We developed comprehensive, whole-body mathematical model pathophysiology using BioGears Engine, robust open-source...

10.3389/fphys.2019.01321 article EN cc-by Frontiers in Physiology 2019-10-18

Opioid use in the United States and abroad is an endemic part of society with yearly increases overdose rates deaths. In response, safe effective reversal agent, naloxone, being fielded used by emergency medical technicians at a greater rate. There evidence that repeated dosing naloxone nasal spray becoming more common. Despite this we lack guidelines as function amount opiate patient has taken.

10.1038/s43856-024-00536-5 article EN cc-by Communications Medicine 2024-06-12

We have created a model of systemic burn pathophysiology by incorporating mathematical acute inflammation within the BioGears Engine. This produces outputs consistent with burns varying severities and leverages existing functionality to simulate effect treatment on virtual patient outcome. The performs well for standard resuscitation scenarios we thus expect it be useful educational training purposes.

10.1109/embc.2019.8857686 article EN 2019-07-01

BioGears is an open-source, lumped parameter, full-body human physiology engine. Its purpose to provide realistic and comprehensive simulations for medical training, research, education. incorporates a physiologically based pharmacokinetic/pharmacodynamic (PK/PD) model that designed be applicable diversity of drug classes patients extensible future drugs. In addition, also supports interactions with various patient insults interventions allowing research framework accurate dose-patient...

10.1002/psp4.12371 article EN cc-by-nc CPT Pharmacometrics & Systems Pharmacology 2018-11-09

BioGears is an open source, extensible human physiology computational engine that designed to enhance medical education, research, and training technologies.BioGears primarily written in C++ uses electric circuit analog characterize the fluid dynamics of cardiopulmonary system.As requirements become more complex, there a need supplement traditional simulators with simulations.To this end, provides extensive number validated injury models related interventions may be applied simulated...

10.21105/joss.02645 article EN cc-by The Journal of Open Source Software 2020-12-14

<sec> <title>BACKGROUND</title> Misidentification of dermatologic manifestations systemic infection can lead to life-threatening developments including sepsis. </sec> <title>OBJECTIVE</title> Training medical providers accurately identify and respond infections using simulation could reduce these rates. Moulage are static require a manual “scene change” during scenarios. <title>METHODS</title> A high-fidelity, automated physiology-driven dynamic model was developed the Modular Healthcare...

10.2196/preprints.65219 preprint EN 2024-08-08

Abstract Background Applied Research Associates (ARA) and the United States Army Institute of Surgical (USAISR) have been developing a tablet-based simulation environment for burn wound assessment shock resuscitation. This application aims to supplement current gold standard in care education, Advanced Burn Life Support (ABLS) curriculum. Results Subject matter experts validate total body surface area (TBSA) identification analysis show that visual fidelity tablet virtual patients is...

10.1186/s12873-020-00378-z article EN cc-by BMC Emergency Medicine 2020-10-30

<h3>Background</h3> Communication aids can facilitate advance care planning (ACP) conversations. The vignette technique involves using scenarios of sensitive clinical circumstances to explore research participants' perspectives. Its use in ACP remains unexplored. <h3>Aim</h3> To examine the discussions with cancer patients and their caregivers. <h3>Methods</h3> Secondary analysis qualitative methods on data from three previous studies examining patients' caregivers' perspectives...

10.1136/bmjspcare-2015-000978.46 article EN 2015-09-01

Heart failure (HF) is associated with impaired renal function and sodium retention. This has been attributed to systemic hemodynamic changes: forward causing decreased artery pressure (RAP) backward venous congestion increased (RVP). In this work we investigate how changes in RAP RVP separately combination affect reabsorptive function. We use a published well-characterized mathematical kidney model incorporating superficial deep nephrons hemodynamics (including myogenic response, MR,...

10.1096/fasebj.29.1_supplement.808.19 article EN The FASEB Journal 2015-04-01

Abstract Opioid use in the United States and abroad is an endemic part of culture with yearly increases overdose rates deaths. As incidence increases, safe effective reversal agent, naloxone, form a nasal rescue spray being fielded used by emergency medical technicians (EMTs) at greater rate. Despite advances deployment these products, deaths are continuing to increase. There evidence that repeated dosing naloxone (such as Narcan) becoming more common due amount type opiate abused. benefits...

10.1101/2023.04.24.538032 preprint EN cc-by bioRxiv (Cold Spring Harbor Laboratory) 2023-04-25

<sec> <title>BACKGROUND</title> Using virtual patients, facilitated by natural language processing, provides a valuable educational experience for learners. Generating large, varied sample of realistic and appropriate responses patients is challenging. Artificial intelligence (AI) programs can be viable source these responses, but their utility this purpose has not been explored. </sec> <title>OBJECTIVE</title> In study, we explored the effectiveness generative AI (ChatGPT) in developing...

10.2196/preprints.50705 preprint EN 2023-07-17

<title>Abstract</title> Opioid use in the United States and abroad is an endemic part of culture with yearly increases overdose rates deaths. As incidence increases, safe effective reversal agent, naloxone, form a nasal rescue spray being fielded used by emergency medical technicians (EMTs) at greater rate. Despite advances deployment these products, deaths are continuing to increase. There evidence that repeated dosing naloxone (such as Narcan) becoming more common due amount type opiate...

10.21203/rs.3.rs-3527636/v1 preprint EN cc-by Research Square (Research Square) 2023-11-22

Background In oncology, informal caregivers often partake in patient-medical consultations and treatment decision making, yet little is known about their views on advance care planning (ACP). Understanding what want to communicate with cancer patients health workers, regarding wishes goals, may complement potentially further the development of an appropriate ACP framework integrative centre. Aim To understand caregivers' perspectives relation potential limitations, barriers, facilitators...

10.1136/bmjspcare-2013-000491.90 article EN BMJ Supportive & Palliative Care 2013-04-17
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