Medicine and Health Sciences Commons^™

Machine Learning Approaches For Neurological Risk Stratification Within 6 Hours Of Cardiac Arrest, Richard R. Riker, Qingchu Jin, Hunter Williams, Teresa May, David Seder, Raimond L. Winslow

Costas T. Lambrew Research Retreat 2024

Background:

• Prognostication of neurological outcome should be delayed at least 72 hours after cardiac arrest. Early stratification of risk severity provides important information enabling improved medical decision making, research enrollment, and precision medicine approaches.

• We propose that electroencephalography (EEG)-derived indices are valid biomarkers of severity of neurological injury very early after cardiac arrest.

• This study was designed to assess the relative impact of early clinical data and processed EEG indices in the first 6 hours after recovery of spontaneous circulation (ROSC) after cardiac arrest.

A Continuous Objective Shivering Monitor During Targeted Temperature Management After Cardiac Arrest, Richard R. Riker, Erica Schlichting, David Seder, Mary Weatherbee, David J Gagnon, Teresa May

Costas T. Lambrew Research Retreat 2024

Background:

• Shivering during targeted temperature management (TTM) after cardiac arrest is stressful and linked to cerebral metabolic crisis.

• Few publications report shivering incidence, timing, or severity during TTM, and shivering treatment recommendations conflict.

• To evaluate multimodal shivering assessments, we studied patients during TTM managed with surface cooling, moderate analgosedation, surface counterwarming, and intermittent neuromuscular blockade (NMB) and evaluated surface electromyographic (EMG) power in decibels using the Medtronic bispectral index (BIS) monitor.

Risky Business: Creating A Process To Review Accuracy Of American Society Of Anesthesia (Asa) Classification And To Improve Overall Quality Risk Adjustment Of Surgical Patients, Jane Kinney, Sonja Orff, Robyn Begin, Nicholas Flavin, Eira Hyrkas, Christopher Adams, Ian Neilson

Costas T. Lambrew Research Retreat 2024

Through interdisciplinary education and the creation of an audit process, we have observed a 30.6% reduction in the number of ASA assignment misclassifications.

The Association Of Season Of Surgery And Patient Reported Outcomes Following Total Hip Arthroplasty, Catherine M. Call, Andrew Lachance, Zachary Radford, Henry Stoddard, Callahan Sturgeon, George Babikian, Adam Rana, Brian J. Mcgrory

Costas T. Lambrew Research Retreat 2024

Introduction

• Understanding the impact of situational variables on surgical recovery can improve outcomes in total hip arthroplasty (THA).

• Literature examining hospital outcomes by season remains inconclusive, with limited focus on patient experience.

• The aim of this study was to investigate if there were differences in hospital and patient-reported outcomes measures (PROMS) after THA depending on the season in an area with 4 distinct seasons.

Healthcare Enabled By Artificial Intelligence In Real-Time, Felistas Mazhude, Robert S. Kramer, Qingchu Jin, Paul Terwilliger, Alan Hicks, Tyler Kelting, Douglas Sawyer, Jaime Rabb

Costas T. Lambrew Research Retreat 2024

INTRODUCTION: The HEART (Healthcare Enabled by Artificial Intelligence in Real-Time) Project pioneers developing real-time machine learning (ML) predictive analytics to address the need to improve outcomes during recovery from open heart surgery. Our broad objective is to enhance patient outcomes by developing, validating and deploying predictive algorithms into the hands of clinical teams as an early warning and guidance system, allowing care teams an opportunity to be proactive.

Increasing Equitable Access To Pediatric Specialty Care In Maine Through Implementation Of Econsults, David Ireland, Rachel Rockers, Sarah M. Gabrielson, Anya K. Cutler, Laura J. Faherty, Genevieve Whiting

Costas T. Lambrew Research Retreat 2024

Introduction

•Barriers to accessing pediatric specialty care exist for many and are not experienced equally by all.

•eConsults are an asynchronous provider-provider referral modality to obtain low-barrier specialist input in place of some face-to-face (F2F) visits.

•We evaluated sociodemographic factors associated with referral to and receipt of specialist input before and after eConsult implementation at MaineHealth to examine equity implications.

Variations Exist In Hospital And Patient-Reported Outcomes Following Total Hip Arthroplasty According To Biological Sex, Catherine Call, Andrew Lachance, Thomas Zink, Henry Stoddard, Callahan Sturgeon, George Babikian, Adam Rana, Brian J. Mcgrory

Costas T. Lambrew Research Retreat 2024

Introduction

• The effect of biological sex on the outcomes of THA remains unclear.

• Average combined data may mask sex-related variation and obscure clinically relevant differences in outcomes.

Does A Parent Peer Support Program Help Parents Of Children Who Need Mental Health Services Support Their Child’S Care?, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

The study aimed to assess the impact of a Family Navigator (FN) program developed to increase child behavioral therapy service utilization on parent and child outcomes.

Improving Classroom Behaviors Among Students With Symptoms Of Autism Spectrum Disorder (Asd) Or Attention Deficit Hyperactivity Disorder (Adhd), Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

The study aimed to compare the effectiveness of two school-based behavioral programs on improving executive functioning behaviors among students with symptoms of ADHD or ASD.

Comparing Long-Term Outcomes Of Two Collaborative Care Approaches For People With Depression, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

People with depression usually get treatment in healthcare settings, such as clinics. In communities with few resources, people may also get help in community settings such as social services agencies or churches. Collaborative care brings together healthcare and community programs to help people with depression.

Treating Chronic Pain Using Approaches Adapted For Patients With Limited Reading Skills, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

Patients with chronic pain may find some psychosocial interventions to be effective but for those with limited reading skills, it can be hard to understand and use these options.

Comparing Cognitive Behavioral Therapy (Cbt) Versus Yoga For Helping Older Adults Address High Levels Of Worry, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

Some older adults have high levels of worry that cause them to feel restless, tired, or tense. Two ways to treat worry are Cognitive Behavior Therapy (CBT) and yoga.

Comparing Two Ways To Treat Serious Worry Among Older Adults From Underserved, Racial Or Ethnic Minority Communities, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

Compared with other older adults, those with serious worry are more likely to have poor physical health, and often have depression, sleep problems, and trouble thinking clearly..

Comparing Universal Versus Targeted School Screenings For Depression Among Teens, Research Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

The US Preventive Services Task Force endorses universal adolescent major depressive disorder (MDD) screening in primary care; however, most adolescents lack preventive health care, resulting in worsening disparities in MDD screening and treatment.

Is A Patient Navigation Program More Helpful Than A Referral Program For Reducing Depression And Improving Quality Of Life Among Women Living In Neighborhoods With Few Resources?, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

The research team compared two programs designed to help women with feelings of depression who live in neighborhoods with few resources. Both programs lasted four months.

Evaluating A Program To Lower Prescription Opioid Doses For Patients With Chronic Pain, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

Patients who use opioids for a long time are at increased risk for addiction, care crashes, overdose, & injuries.

Helping Patients With Mental Illness Engage In Their Transitional Care, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

Effective transitional care can keep patients from going back to the hospital.

Examining Health Outcomes For People Who Are Transgender, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

The Study of Transition, Outcomes, and Gender was initiated to assess morbidity among transgender people in general and after gender-affirming treatments.

Examining Effects Of State Policies To Monitor Mental Health Medicines For Children In Foster Care, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

Antipsychotics can have long-term risks but help treat conditions like schizophrenia.

Evaluating A Training Program For Rural Doctors And Nursing Home Staff On Safe Medicine Use For Patients With Dementia And Nursing Home Residents, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

Program goal: Reduce unnecessary use of certain medications without worsening symptoms

Behavioral Health Integration And Outcomes That Matter To Patients: A Longitudinal Mixed-Methods Observational Study, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

The study team hypothesized that patients would have a better experience over time in clinics that had greater degrees of behavioral health integration.

Does A Video Chat Referral Process Help Families With Children Who Have Medicaid To Initiate Mental Health Care?, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

Many children with Medicaid and mental health concerns don’t get the care they need.

Using A Transitional Care Program To Prepare Patients To Take Care Of Themselves After Leaving The Hospital, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

Some patients have difficulty caring for themselves after they return home from a hospital stay.

Testing A Clinic-Based Program To Reduce Risky Behaviors Among Teens, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

Risky behaviors, including eating poorly, not getting enough sleep or exercise, using drugs, and not wearing a helmet or seatbelt often emerge during the teen years.

Peer-Navigator Support For Latinx Patients With Serious Mental Illness, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

People who have a serious mental illness (SMI), are at higher risk for other health problems.

Does A Peer-Led Program With Wellness Coaching Improve Wellness Among People With Serious Mental Illness?, Research Dissemination Committee, Maine, Usa

REACH: Research Evidence-to-Action for Community Health

People with serious mental illness, or SMI, such as bipolar disorder or schizophrenia often also have long-term physical health problems.

Hannaford Center For Safety, Innovation & Simulation 2023 Annual Report, Mainehealth

Annual Reports

In this 2023 Annual Report, you will see that combination of cutting-edge technology, a talented team, and the shared drive to improve health care for patients makes the Sim Center a fantastic resource for our system.

The Therapeutic Use Of Intraoperative Music To Reduce Postoperative Pain In Patients Receiving General Anesthesia, Caroline Ford

Nurse Residency

Background: The recovery from surgery can be very painful for some patients and require opioid management and longer hospital stays for unmanaged pain. Music has been a non-analgesic way of helping patients with chronic pain and recent studies have shown that music intraoperatively can greatly improve the patients' pain after surgery requiring general anesthesia.

Nurse Mentorship And Retention, Alicia St Michel

Nurse Residency

Background: Every year hospitals experience staff turnover. Implementation of a mentorship program apart from someone who is a preceptor, could help with staff retention and staff satisfaction.

Environmentally Friendly Disposal Of Pharmaceuticals In The Hospital Setting, Kate Sobanik

Nurse Residency

Background: The Environmental Protection Agency and Department of Drug Enforcement have regulations on the safe handling of narcotics as well as guidelines for environmental sustainability with the disposal of all pharmaceuticals. Federal, state and local regulations can vary but hospitals are required to dispose of pharmaceuticals in specific ways to prevent injury to the environment and living organisms.