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Simulation And Optimization Of Support Processes For Aircraft Fleet Launch Under Limited Resources, Feng Gong, Tao Jiang, Qin Zhang, Yu Liu Aug 2025

Simulation And Optimization Of Support Processes For Aircraft Fleet Launch Under Limited Resources, Feng Gong, Tao Jiang, Qin Zhang, Yu Liu

Journal of System Simulation

Abstract: To address the scheduling problem of aircraft fleet support processes under limited resources, a fleet support process optimization model that covered multiple aircraft, activities, and resource constraints was developed. An activity node graph model was used to establish the temporal logic, resource competition, and other constraints in the fleet support process, forming a "time – activity – resource" multidimensional optimization model. A genetic algorithm based on priority encoding was proposed, incorporating a serial decoding strategy and a dynamic penalty function to handle the complex constraints in the model, efficiently solving the optimization problem under complicated temporal and resource constraints. …


Optimization Of Product Oil Distribution With Multiple Trips And Multiple Due Dates Under Dynamic Demand, Yong Xie, Hailong Gao, Yutao Chen, Huanjiang Wang Aug 2025

Optimization Of Product Oil Distribution With Multiple Trips And Multiple Due Dates Under Dynamic Demand, Yong Xie, Hailong Gao, Yutao Chen, Huanjiang Wang

Journal of System Simulation

Abstract: In the case of dynamic demand, considering the order due date, vehicle transportation time window, and other factors, this paper developed an optimization model of periodic product oil distribution with multiple trips and multiple due dates to maximize the distribution revenue. The paper also designed a reinforcement learning-based large neighborhood search algorithm to solve the problem. The initial solution was constructed based on the forward insertion heuristic algorithm. Then, a deep reinforcement learning model for neighborhood operator selection was designed. By fitting the action value function through the double deep Q network, the optimal neighborhood operator was selected, and …


Trajectory Planning And Tracking For Multi-Quadcopter In Dynamic Obstacle Environments, Haosheng Jiang, Fangfang Wu, Zexian Huang, Ziyue Ma, Chunyun Dong, Xubin Ping Aug 2025

Trajectory Planning And Tracking For Multi-Quadcopter In Dynamic Obstacle Environments, Haosheng Jiang, Fangfang Wu, Zexian Huang, Ziyue Ma, Chunyun Dong, Xubin Ping

Journal of System Simulation

Abstract: Multi-quadrotor UAV systems face challenges when performing complex tasks in dynamic obstacle environments. Therefore, a comprehensive particle swarm optimization-based task allocation method, a trajectory planning integrating the traditional Informed-RRT* and A* algorithms, and a trajectory tracking method based on model predictive control were designed. The multi-quadrotor task allocation problem was constructed as a classical multiple traveling salesman problem, and then, the particle swarm optimization was used to assign the task to multi-quadrotor UAVs. A fusion algorithm that combined the advantages of traditional Informed-RRT* and A* algorithms for quadrotor UAV trajectory planning was designed, so as to ensure that a …


Research On Non-Singular Fast Integral Terminal Sliding Mode Trajectory Tracking Control Of Six-Axis Robotic Arm, Tao Chen, Lizhong Wang, Xiangjun Zou, Xiaojuan Li Aug 2025

Research On Non-Singular Fast Integral Terminal Sliding Mode Trajectory Tracking Control Of Six-Axis Robotic Arm, Tao Chen, Lizhong Wang, Xiangjun Zou, Xiaojuan Li

Journal of System Simulation

Abstract: To address the trajectory tracking control challenges caused by modeling parameter inaccuracies and disturbance uncertainties in robotic arms, a non-singular fast integral terminal sliding mode control scheme was developed. A new type of non-singular fast integral terminal sliding mode controller was designed. The non-singular fast terminal sliding mode ensured the rapid convergence of the system while avoiding the singularity during convergence. The integral term was used to enhance the suppression ability of disturbances and ensure the rapid response of the controller to errors. Lyapunov stability theory was applied to analyze the controller's convergence. The simulation results show that the …


Lightweight Driver Face Object Detection Algorithm Based On Yolov8-Df, Mingyu Li, Jiaquan Lin Aug 2025

Lightweight Driver Face Object Detection Algorithm Based On Yolov8-Df, Mingyu Li, Jiaquan Lin

Journal of System Simulation

Abstract: The YOLOv8n detection algorithm has a large amount of computation and parameters in the driving environment. To address this issue, a lightweight driver facial object detection algorithm YOLOv8-DF was proposed. A lightweight multi-scale convolution module (LMCM) was proposed to replace the Conv module in the network, and the dual-channel design could reduce the computation and parameter quantity of the algorithm; the multi-scale design could enrich the feature information inside the network. The lightweight convolutional GhostConv, Fasterblock module, and C2f module were fused, and a dual-channel lightweight convolution module (DLCM) was fused with the SPPF module. The experimental results show …


Optimal Scheduling Of An Integrated Energy System Considering Demand Response And Two-Stage P2g, Xinhui Duan, Zelong Cheng, Dongchao Zhang, Xiaochong Duan Aug 2025

Optimal Scheduling Of An Integrated Energy System Considering Demand Response And Two-Stage P2g, Xinhui Duan, Zelong Cheng, Dongchao Zhang, Xiaochong Duan

Journal of System Simulation

Abstract: In the context of carbon peaking and carbon neutrality goals, this study aims to improve the energy utilization rate and further explore the role of user-side flexible loads and P2G equipment in energy saving and emission reduction. An optimal scheduling model for integrated energy systems considering demand response and two-stage P2G was proposed. A regional integrated energy system coupled with electricity, heating, cooling, gas, storage, and hydrogen was taken as the research object. Models for system equipment and two-stage P2G were established. Based on load characteristics, a multi-load demand response model for electricity, heating, and cooling was constructed using …


Menopause-Related Changes In Sleep And The Associations With Cardiometabolic Health: A Narrative Review, Joshua R. Sparks, Xuewen Wang Ph.D., Faha Aug 2025

Menopause-Related Changes In Sleep And The Associations With Cardiometabolic Health: A Narrative Review, Joshua R. Sparks, Xuewen Wang Ph.D., Faha

Faculty Publications

This narrative review examines the complex relationship between sleep changes during the menopausal transition and cardiometabolic risks. The most common complaint about sleep is increased awakenings during sleep. Other complaints include having trouble falling asleep, waking up too early, insufficient and non-restorative sleep, and overall poor quality. Sleep determined using objective methods also indicates that greater awakenings after sleep onset are associated with the period of menopausal transition. Polysomnography recordings suggest physiological hyperarousal during sleep. Changes in other sleep metrics, such as sleep latency and sleep duration, are less consistent, and some studies suggest they may not worsen during the …


Fatal Facial Necrotizing Fasciitis: A Case Report Highlighting Diagnostic And Therapeutic Challenges, Muhammad Sheraz Hameed, Syed Rafay Hussain Zaidi, Ali Iqbal, Muhammad Ahsan, Austin Mitchell, Azka Asad Mirza, Joshiah Gordon, Rahmat Gul Omarzai Aug 2025

Fatal Facial Necrotizing Fasciitis: A Case Report Highlighting Diagnostic And Therapeutic Challenges, Muhammad Sheraz Hameed, Syed Rafay Hussain Zaidi, Ali Iqbal, Muhammad Ahsan, Austin Mitchell, Azka Asad Mirza, Joshiah Gordon, Rahmat Gul Omarzai

Department of Medicine Faculty Papers

BACKGROUND: Facial Necrotizing Fasciitis (FNF) is a rare but aggressive, life-threatening infection involving the face's subcutaneous tissues and underlying musculature. It can rapidly progress to septic shock and multi-organ failure if not promptly recognized and treated. The clinical course, including severe pain, disproportionate tenderness, and systemic signs, is often the most crucial factor in diagnosis. While computed tomography (CT) can aid in identifying early signs such as soft tissue swelling and gas formation, clinical suspicion remains paramount and should not be delayed by reliance on imaging alone. Without early intervention, FNF may lead to devastating outcomes, including disfigurement, blindness, or …


Deep Phenotyping Of Obesity: Electronic Health Record-Based Temporal Modeling Study, Sameer Murali, Hongfang Liu Aug 2025

Deep Phenotyping Of Obesity: Electronic Health Record-Based Temporal Modeling Study, Sameer Murali, Hongfang Liu

Faculty, Staff and Student Publications

Background: Obesity affects approximately 40% of adults and 15%-20% of children and adolescents in the United States, and poses significant economic and psychosocial burdens. Currently, patient responses to any single antiobesity medication (AOM) vary significantly, making obesity deep phenotyping and associated precision medicine important targets of investigation.

Objective: This study aimed to evaluate the potential of electronic health records (EHR) as a primary data source for obesity deep phenotyping. We conducted an in-depth analysis of the data elements and quality available from obesity patients prior to pharmacotherapy and applied a multimodal longitudinal deep autoencoder to investigate the feasibility, data requirements, …


Midweek Memo, Georgia Southern University Aug 2025

Midweek Memo, Georgia Southern University

Midweek Memo

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Exploring Institutional Types: Lessons Beyond The Classroom To Broaden The Experiences And Career Paths Of Hesa Professionals, Steven Tolman, Daniel Calhoun, Nikheal Patel Aug 2025

Exploring Institutional Types: Lessons Beyond The Classroom To Broaden The Experiences And Career Paths Of Hesa Professionals, Steven Tolman, Daniel Calhoun, Nikheal Patel

Leadership, Technology & Human Development: Faculty Publications

This study explores the career decision-making processes of Higher Education/Student Affairs (HE/SA) graduate students by examining the influence of institutional exposure on job preferences. Through qualitative analysis, the research reveals that HE/SA graduate students, when exposed to unfamiliar types of institutions, may expand their job search parameters and develop new career interests. The study underscores the significance of introducing students to diverse institutional environments as a pedagogical strategy, highlighting its potential to enrich the professional preparation of future student affairs educators. Implications for enhancing career development practices within HE/SA programs are discussed.


Polymeric Nanocarriers Functionalized With Peptides For Improved Glioblastoma Targeting And Blood–Brain Barrier Permeability, Cristian Antonio Wieczorek Villas Boas, Aaron Priester, Buck E. Rogers, Anthony J. Convertine Aug 2025

Polymeric Nanocarriers Functionalized With Peptides For Improved Glioblastoma Targeting And Blood–Brain Barrier Permeability, Cristian Antonio Wieczorek Villas Boas, Aaron Priester, Buck E. Rogers, Anthony J. Convertine

Materials Science and Engineering Faculty Research & Creative Works

We report the synthesis of polymeric conjugates designed to penetrate the blood–brain barrier (BBB) and selectively bind glioblastoma (GBM) cells through reversible addition–fragmentation chain transfer (RAFT) polymerization. The resulting materials were engineered to contain peptide macromonomers for cell-specific targeting and integrated DOTA units to facilitate radiolabeling with copper-64 (64Cu), yielding radiolabeled conjugates with greater than 95% radiochemical purity. In biodistribution assessments conducted in mice, C1C2 peptide-conjugated polymers showed significantly improved accumulation in brain tissue, supported by brain perfusion analyses confirming efficient BBB penetration. Additionally, flow cytometry evaluations demonstrated specific affinity of GBM-targeted polymer formulations toward U87 glioblastoma cells. …


The Promise And Peril Of Comparing Fluorescence Lifetime In Biology Revealed By Simulations, Pingchuan Ma, Peter Chen, Scott Sternson, Yao Chen Aug 2025

The Promise And Peril Of Comparing Fluorescence Lifetime In Biology Revealed By Simulations, Pingchuan Ma, Peter Chen, Scott Sternson, Yao Chen

2020-Current year OA Pubs

Signaling dynamics are crucial in biological systems, and biosensor-based real-time imaging has revolutionized their analysis. Fluorescence lifetime imaging microscopy (FLIM) excels over the widely used fluorescence intensity imaging by allowing the measurement of absolute signal levels independent of sensor concentration. This capability enables the comparison of signaling dynamics across different animals, body regions, and timeframes. However, FLIM's advantage can be compromised by factors like autofluorescence in biological experiments. To address this, we introduce FLiSimBA, a flexible computational framework for realistic


Multi-Ancestral Genome-Wide Association Study Of Clinically Defined Nicotine Dependence Reveals Strong Genetic Correlations With Other Substance Use Disorders And Health-Related Traits, Emma C Johnson, Jared V Balbona, Alexander S Hatoum, David A A Baranger, Louis Fox, Paul W Jeffries, Laura J Bierut, Andrew C Heath, Pamela A Madden, Elliot C Nelson, Arpana Agrawal, Et Al. Aug 2025

Multi-Ancestral Genome-Wide Association Study Of Clinically Defined Nicotine Dependence Reveals Strong Genetic Correlations With Other Substance Use Disorders And Health-Related Traits, Emma C Johnson, Jared V Balbona, Alexander S Hatoum, David A A Baranger, Louis Fox, Paul W Jeffries, Laura J Bierut, Andrew C Heath, Pamela A Madden, Elliot C Nelson, Arpana Agrawal, Et Al.

2020-Current year OA Pubs

BACKGROUND: Genetic research on nicotine dependence has utilized multiple assessments that are in weak agreement.

METHODS: We conducted a genome-wide association study (GWAS) of nicotine dependence defined using the Diagnostic and Statistical Manual of Mental Disorders (DSM-NicDep) in 61,861 individuals (47,884 of European ancestry [EUR], 10,231 of African ancestry, and 3,746 of East Asian ancestry) and compared the results to other nicotine-related phenotypes.

RESULTS: We replicated the well-known association at the

CONCLUSIONS: Our results suggest that combining the wide availability of diagnostic EHR data with nuanced criterion-level analyses of DSM tobacco use disorder may produce new insights into the genetics …


Lindenwood Digest, August 20, 2025, Lindenwood University Aug 2025

Lindenwood Digest, August 20, 2025, Lindenwood University

Lindenwood Digest

The Lindenwood Digest has been a digital employee newsletter since 2009.


What Is Philosophy?, The Philosophical Discussion Group Aug 2025

What Is Philosophy?, The Philosophical Discussion Group

The Philosopher's Stone

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Capturing Magic: Recording Emily Lubitz’S Two Black Horses At Mix Artist Studio – A Reflective Case Study In Contemporary Recording Practice, Jan Muths Aug 2025

Capturing Magic: Recording Emily Lubitz’S Two Black Horses At Mix Artist Studio – A Reflective Case Study In Contemporary Recording Practice, Jan Muths

Staff Scholarship - Australia & Dubai

This paper reflects on the recording of Emily Lubitz’s album Two Black Horses at Mix Artist Studio in early 2024. It outlines how I applied my core engineering values, technical precision, sensitivity to the musicians’ needs, and anticipatory readiness, to capture the energy of a live band with high acoustic separation. Beyond the technical aspects, it demonstrates how ongoing studio practice directly informs and enhances my teaching, keeping lessons current and relevant. The aim is to connect industry experience with teaching practice, showing how staying active in the field strengthens classroom delivery.


China’S Military Diplomacy In Africa, Matt Kuhlman, Raina Nelson, Dr. Phillip C. Saunders Aug 2025

China’S Military Diplomacy In Africa, Matt Kuhlman, Raina Nelson, Dr. Phillip C. Saunders

Strategic Insights

This commentary assesses the growing scope and strategic intent of the People’s Republic of China’s military diplomacy across Africa. The authors argue that Beijing has significantly expanded defense cooperation through training programs, bilateral engagements, PLA port calls, peacekeeping participation, and defense education exchanges, moves that both strengthen China’s security partnerships and broaden its strategic footprint on the continent. Unlike traditional Western approaches, Chinese military diplomacy emphasizes non-interference and operational support, appealing to a range of African governments while enhancing Beijing’s influence in regional security structures. The article situates these developments within broader strategic competition, explores potential implications for U.S. and …


Hunting Lease Comparisons For Wild Game Across Nebraska In 2025, Jim Jansen Aug 2025

Hunting Lease Comparisons For Wild Game Across Nebraska In 2025, Jim Jansen

Cornhusker Economics

The Nebraska Farm Real Estate Market Survey and Report 2024-2025 provides insight into recent trends in the market value of land and cash rental across the state. Each year, the special feature section covers topics on new or emerging issues related to the agricultural land industry in Nebraska. These topics reflect the interest expressed by panel members and readership of the Nebraska Farm Real Estate Market Highlights Reports. The special feature section in 2025 focuses on hunting rental arrangements in Nebraska, including the types of wild game commonly hunted and the value associated with leasing these rights.

Landowners seeking to …


Working Group Report: Developing A Playbook Of Equitable Grading Practices, Stephen H. Edwards, David L. Largent, Ben Schafer, Debarati Basu, Amy Csizmar Dalal, Dan Garcia, Brian Harrington, Kevin Lin, Dan S. Myers, Christian Roberson, Giulia Toti, Brett Wortzman Aug 2025

Working Group Report: Developing A Playbook Of Equitable Grading Practices, Stephen H. Edwards, David L. Largent, Ben Schafer, Debarati Basu, Amy Csizmar Dalal, Dan Garcia, Brian Harrington, Kevin Lin, Dan S. Myers, Christian Roberson, Giulia Toti, Brett Wortzman

Faculty Publications

Traditional points-based grading can have negative impacts. As a result, many educators are experimenting with alternative grading practices that are more equitable for students. However, educators often face challenges in implementing equitable grading practices due to a lack of clear, practical descriptions of techniques and the fact that not all techniques are universally applicable. This working group addresses this problem using a three-pronged strategy: conducting a systematic literature review to gather documented techniques, compiling ''recipes'' or concrete descriptions of these techniques, and publishing them in an open-source, online ''playbook'' of equitable grading practices as a community resource for educators. This …


University Of Minnesota Morris Welcomes Largest Group Of New Students In Three Years, Communications And Marketing Aug 2025

University Of Minnesota Morris Welcomes Largest Group Of New Students In Three Years, Communications And Marketing

Campus News Archive

No abstract provided.


It’S Not Always Over When It’S Over: Scotus Allows Rearguments In Some Cases, Stephen Wermiel Aug 2025

It’S Not Always Over When It’S Over: Scotus Allows Rearguments In Some Cases, Stephen Wermiel

Popular Media

INTRODUCTION: When the U.S. Supreme Court takes the bench on the last public day of its term each year, there is high drama as the justices announce the final opinions, often involving the most high-profile and controversial cases. But every so often there is even more suspense as the chief justice reveals that a case the court had heard during the term has not been resolved and will be “restored to the calendar for reargument.”


Unrecognized And Unreported Concussions Among Community Rugby Players, Rachael Wittmer, Thomas A. Buckley, Charles Buz Swanik, Katelyn M. Costantini, Lisa Ryan, Ed Daly, Regan E. King, Arryana J. Daniels, Katherine J. Hunzinger Aug 2025

Unrecognized And Unreported Concussions Among Community Rugby Players, Rachael Wittmer, Thomas A. Buckley, Charles Buz Swanik, Katelyn M. Costantini, Lisa Ryan, Ed Daly, Regan E. King, Arryana J. Daniels, Katherine J. Hunzinger

Department of Exercise Science Faculty Papers

This study examined the prevalence of intentionally unreported and potentially unrecognized concussions in community rugby players and whether nondisclosure reasons vary by sex, position, or playing history. An online survey was completed by 1037 players (41.0% female; mean age 31.6 ± 11.3 years; 10.1 ± 8.1 years playing) who reported diagnosed, unreported, and unrecognized concussions. Poisson regression models estimated prevalence ratios (PRs), and Fisher's exact tests compared reasons for nondisclosure. The diagnosed, unreported, and unrecognized concussion rates were 66.5%, 32.4%, and 42.2%, respectively. Players with diagnosed concussions had a 7.2-fold higher prevalence of nondisclosure and a 2.3-fold higher prevalence of …


Bridging The Gaps: An Updated Mapping Of The Uses Of Immersive Learning Environments, Leonel Morgado, Dennis Beck, Patrick O'Shea Aug 2025

Bridging The Gaps: An Updated Mapping Of The Uses Of Immersive Learning Environments, Leonel Morgado, Dennis Beck, Patrick O'Shea

Curriculum and Instruction Faculty Publications and Presentations

Since publication of the 2020 survey of surveys, "Finding the gaps about uses of immersive learning environments: a survey of surveys," the field of immersive learning environments has experienced substantial growth and diversification. This updated review systematically maps recent developments by analyzing 64 new literature surveys published after the original corpus date, significantly expanding the corpus from 47 to 111 reviews. Through thematic content analysis, our study identifies and integrates five new educational use themes-Games, Observation, Personification, Storytelling, and Student Authoring-and revises existing categories based on recent research. We observed shifts in the prevalence of themes, most notably an increase …


Does Valve-Sparing Repair Improve Outcomes In Tetralogy Of Fallot? A Systematic Review, Jabez David John, Tirath Patel, Monica Kharat, Jeet Hansalkumar Patel, Jubran Al Hooti, Zoya Riyaz Syeda, Rohit Anil Khare, Sonya Bhatia, Amin Ibrahim, Arjun Bellamkonda, Nikhilesh Anand, Bharathi Gadad Aug 2025

Does Valve-Sparing Repair Improve Outcomes In Tetralogy Of Fallot? A Systematic Review, Jabez David John, Tirath Patel, Monica Kharat, Jeet Hansalkumar Patel, Jubran Al Hooti, Zoya Riyaz Syeda, Rohit Anil Khare, Sonya Bhatia, Amin Ibrahim, Arjun Bellamkonda, Nikhilesh Anand, Bharathi Gadad

School of Medicine Publications

Background: The systematic review determines whether valve-sparing surgeries improve patient outcomes compared with non valve-sparing surgeries for tetralogy of Fallot. Although previous studies have reported superior outcomes in valve-sparing surgery, no systematic review has compared these outcomes with those of nonsurgical surgical methods.

Methods: In the present research, we address this gap in the literature by comparing valve-sparing and non valve-sparing surgery outcomes. PubMed, PubMed Central, and Medline served as the databases for data collection; following the PRISMA guidelines, a comprehensive search strategy identified relevant articles for the review; the search strategy included Medical Subject heading (MeSH) terms and important …


2025-08-20 University Graduate Committee Meeting Minutes, Morehead State University. Faculty Senate., University Graduate Committee. Aug 2025

2025-08-20 University Graduate Committee Meeting Minutes, Morehead State University. Faculty Senate., University Graduate Committee.

Faculty Senate Records

Meeting minutes from the University Graduate Committee from August 20, 2024.


Dominant Mid-To-High-Frequency Harmonics Predict Neural Encoding And Perception Of Concurrent Vowels With Large F0 Differences, Fan-Yin Cheng, Sarah Medina, Olaedochim Obinna, Spencer Smith Aug 2025

Dominant Mid-To-High-Frequency Harmonics Predict Neural Encoding And Perception Of Concurrent Vowels With Large F0 Differences, Fan-Yin Cheng, Sarah Medina, Olaedochim Obinna, Spencer Smith

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Concurrent vowel perception experiments have revealed the importance of fundamental frequency (f0) differences in speech stream segregation. Understanding neural processes that support speech streaming using f0 differences remains an active area of perceptual and neurocomputational modeling research. This study simultaneously measured subcortical neural encoding [frequency following responses (FFRs)] and cued vowel identification accuracy of 12 concurrent vowel mixtures with large f0 differences (>8 semitones) to assess whether f0-based neural channel selection predicted perception. Results indicated that the strength of f0-based neural channel selection for one vowel often depended on the …


Enhanced Recovery After Surgery (Eras) Protocol, Jennifer Smith Aug 2025

Enhanced Recovery After Surgery (Eras) Protocol, Jennifer Smith

Group: Nebraska Methodist College

Problem: Enhanced Recovery After Surgery (ERAS) protocols aim to minimize surgical stress, improve patient outcomes, and shorten hospital stays. While ERAS has shown benefits in various surgical disciplines, challenges were faced in implementing and customizing these protocols for specific populations. This project evaluated how ERAS interventions impact recovery metrics, including hospital length of stay, bowel recovery, and cardiac rehabilitation outcomes.

Intervention: ERAS-based perioperative care strategies were implemented focusing on early mobilization, optimized pain management, reduced opioid use, and timely enteral nutrition. The patients were monitored for compliance and adherence to protocol components to assess their effect on recovery.

Measures: Primary …


Modeling The Importance Of Life Exposure Factors On Memory Performance In Diverse Older Adults: A Machine Learning Approach, Evan Fletcher, Marianne Chanti-Ketterl, Emily Hokett, Yi Lor, Umesh Venkatesan, Ruijia Chen, Omonigho M. Bubu, Rachel Whitmer, Paola Gilsanz, Zvinka Z. Zlatar Aug 2025

Modeling The Importance Of Life Exposure Factors On Memory Performance In Diverse Older Adults: A Machine Learning Approach, Evan Fletcher, Marianne Chanti-Ketterl, Emily Hokett, Yi Lor, Umesh Venkatesan, Ruijia Chen, Omonigho M. Bubu, Rachel Whitmer, Paola Gilsanz, Zvinka Z. Zlatar

Moss-Magee Rehabilitation Papers

INTRODUCTION: Many health life exposure factors (LEFs) influence cognitive decline and dementia incidence, but their relative importance to episodic memory (an early indicator of cognitive decline) among diverse older adults is unclear. We used machine learning to rank LEFs for memory performance in a large and diverse US cohort.

METHODS: Kaiser Healthy Aging and Diverse Life Experiences (KHANDLE) and Study of Healthy Aging in African Americans (STAR), participants underwent neuropsychological testing and answered questionnaires about multiple LEFs. XGBoost and Shapley Additive exPlanation values ranked the importance of factors influencing cross-sectional episodic memory in the full sample and by sex and …


Association Of Obesity And Body Mass Index Classification With Glycemic Control In Adults Who Are Critically Ill Receiving Parenteral Nutrition: A Retrospective Study., Erika L Mackie, Melissa Dang, Kimberly Sharpe, Justin Delic, James M Hollands, Song Oh, Stacy Pasciolla, Laura Pontiggia, Diana Solomon, Angela Bingham Aug 2025

Association Of Obesity And Body Mass Index Classification With Glycemic Control In Adults Who Are Critically Ill Receiving Parenteral Nutrition: A Retrospective Study., Erika L Mackie, Melissa Dang, Kimberly Sharpe, Justin Delic, James M Hollands, Song Oh, Stacy Pasciolla, Laura Pontiggia, Diana Solomon, Angela Bingham

Ambulatory and Primary Care Articles

BACKGROUND: Hyperglycemia is a complication of parenteral nutrition (PN), which can be exacerbated in patients with obesity. Limited data exist on glycemic control in this population. This study aims to evaluate the association of obesity and body mass index (BMI) classification with glycemic control in patients who are critically ill initiated receiving PN.

METHODS: This is a retrospective study of patients who are critically ill receiving PN from January 2013 to February 2024. The primary outcome was glycemic control in patients with BMI ≥ 30 kg/m

RESULTS: The study included 220 patients with BMI ≥ 30 kg/m

CONCLUSION: Patients who …