Medicine and Health Sciences Commons^™

Ai In Medicine: A Game-Changer In Education And Practice, Katia Ferdowsi

Teaching Repository of AI-Infused Learning

This entry describes the integration of AI-powered platforms such as Osmosis, Khan Academy, and ChatGPT into undergraduate medical education. These tools support student engagement, deepen understanding of complex topics, and prepare learners for a tech-driven medical landscape. By embedding AI into course design, educators can address challenges such as limited clinical exposure, diverse learning needs, and time constraints.

Generational Trends In Reproductive Factors Among Women In The Us: Implications For Breast Cancer Incidence, Lin Yang, Adetunji T Toriola

2020-Current year OA Pubs

BACKGROUND: Reproductive factors are key breast cancer risk factors, yet contemporary generational patterns remain unclear. We aimed to evaluate trends in reproductive factors among US women born between 1910 and 2000.

METHODS: We conducted a serial, cross-sectional analysis of reproductive factors using data from the US National Health and Nutrition Examination Survey (NHANES) collected between 1999 and 2020. Female participants were grouped by birth cohorts (1910-1930, then by 10-year to 2000). Self-reported data were used to derive age at menarche, prevalence of age at menarche <  12 years, age at natural menopausal, prevalence of first live birth after age 30, and lifetime number of live births.

RESULTS: Data on 28,481 US women were analyzed. From birth cohort 1910-1930 to 1990-2000, the …

Rapid Urinary Lipoarabinomannan Test With Laboratory-Level Sensitivity For Tuberculosis Detection: A Performance Evaluation, Qisheng Jiang, Harisha Ramachandraiah, Carolyn Duncan, Sumanth Gandra, Ige A George, Jingyi Luan, Marcos Perez, Lorraine Lillis, David S Boyle, Scott Crick, Morten Ruhwald, Srikanth Singamaneni

2020-Current year OA Pubs

UNLABELLED: Developing rapid, non-sputum-based tests is a global priority to improve the diagnosis and timely treatment of tuberculosis (TB). In this study, we evaluated the detection limit, precision, stability, and lot-to-lot variation of a next-generation rapid diagnostic test (RDT), the plasmonic fluor (PF)-enhanced urinary lipoarabinomannan lateral flow assay (PF-LAM). We also assessed the diagnostic performance of PF-LAM, Alere Determine TB LAM Ag (AlereLAM), and electrochemiluminescence LAM assay (EclLAM), a highly sensitive laboratory-based test by comparing with microbiology reference standard (MRS) that includes molecular testing (Xpert MTB/RIF) and culture. Two sub-studies were conducted using banked urine samples. First, a preclinical study …

Rev-Erb-Alpha And -Beta Coordinately Regulate Astrocyte Reactivity And Proteostatic Function, Collin J Nadarajah, Michelle Y Li, Elsa I Quillin, Kevin Boyer, Julie M Dimitry, Yining Chen, Melvin W King, Ibrahim O Saliu, Jiyeon Lee, Patrick W Sheehan, Albert A Davis, Mitchell A Lazar, Guoyan Zhao, Erik S Musiek

2020-Current year OA Pubs

The molecular circadian clock is a ubiquitous transcriptional-translational feedback loop that regulates CNS function, glial responses, and neurodegenerative pathology. The nuclear receptors REV-ERB-α (

Two Faces Of Mitral Stenosis: Uncovering Structural And Hemodynamic Signatures Of Rheumatic And Mitral Annular Calcification-Induced Disease, Mohammad S. Hashemi, Peter Abdelmaseeh, Atif Nehvi, Gregg S. Pressman, Arash Kheradvar

Einstein Health Papers

BACKGROUND: Mitral annular calcification (MAC) is common and associated with increased cardiovascular risk and, when severe, mitral stenosis (MS). MAC-related MS differs anatomically and hemodynamically from rheumatic MS (RMS), challenging standard diagnostic methods. This study compares structural and flow characteristics, including  kinetic energy losses, across MAC-related MS, RMS, and normal mitral valves, and evaluates the applicability of conventional diagnostic metrics in MAC.

METHODS: Three-dimensional transesophageal echocardiographic data sets from 70 patients (22 normal mitral valves, 26 RMS valves, 22 MAC valves) were used to obtain linear, area, and volumetric measurements for valve comparison. Representative valves from each group were converted …

Cost-Effectiveness Of Pregabalin, Duloxetine, And Milnacipran Vs Amitriptyline For Moderate To Severe Fibromyalgia, Sarah S. Downen, Hussein M. Farag, Abby Davis, Chijioke M. Okeke, Kenechukwu C. Ben-Umeh, Ismaeel Yunusa Ph.D., Tewodros Eguale

Faculty Publications

Importance

Fibromyalgia (FM) is a chronic pain condition associated with substantial quality-of-life impairments and economic burden. Although multiple pharmacologic options are recommended in clinical guidelines, the relative cost-effectiveness of off-label amitriptyline compared with FDA-approved treatments remains poorly defined due to a scarcity of direct economic comparisons and the use of heterogenous outcome measures in the extant literature.

Objective

To evaluate the cost-effectiveness of pregabalin, duloxetine, and milnacipran compared with amitriptyline in adults with moderate to severe FM.

Design, Setting, and Participants

Decision analytical model using a Markov cohort state transition model to estimate lifetime costs and quality-adjusted life-years (QALYs) for …

An Autopsy Case Of Extensive Aortic Thrombosis With Acute Kidney Injury As The Sole Clinical Manifestation, Risa Suenaga, Makoto Fukuda, Atsuhiko Suenaga, Yuki Ikeda, Maki Yoshihara, Megumi Nishiyama, Seiichi Kato, Motoaki Miyazono

Children’s Nutrition Research Center Staff Publications

Aortic thrombosis is a rare but life-threatening condition. It typically presents with abdominal or lower-limb ischemia. Although acute kidney injury (AKI) can accompany aortic thrombosis, AKI as the sole clinical manifestation has not been previously reported. A 69-year-old man with extensive atherosclerotic disease and chronic kidney disease presented with severe oliguria. Initial evaluation, including non-contrast computed tomography (CT), did not reveal any aortic abnormalities. Renal Doppler ultrasonography findings and markedly elevated D-dimer levels prompted contrast-enhanced CT, which demonstrated extensive thrombus formation extending from the descending thoracic aorta to the bilateral iliac arteries, with complete occlusion of both renal arteries and …

Intercalated Bacterial Biofilms Are Intrinsic Internal Components Of Calcium-Based Kidney Stones, William C Schmidt, Henry L Schreiber, Rachael E S Hammann, Chloe L P Obernuefemann, Karla Bergeron, Aleksandra Klim, Daniel Wong, Kefu Du, Scott J Hultgren, Et Al.

2020-Current year OA Pubs

Calcium oxalate stones comprise greater than 70% of all kidney stones. In the current conceptual framework, the initial stone nidus is thought to include the aggregation of inorganic crystallites, the formation of which is favored by elevated concentrations of dissolved constituents. Here, we show that this highly prevalent stone type comprises a form of organic-inorganic polycrystalline biocomposite with integrated bacterial biofilms. Evidence from electron microscopy and fluorescence microscopy reveal the unanticipated internal structure of kidney stones from human patients, where bacterial biofilms are intercalated between polycrystalline mineral layers, even in stones identified as "noninfectious" clinically, including those in patients without …

Proceedings From The Inaugural Conference On The Science Of Cancer Health Equity For Sexual And Gender Minority (Sgm) Communities, Charles S Kamen, Milena E Insalaco, Richard Brown, Chasity Burrows Walters, Shine Chang, Viktor Clark, Jason Domogauer, Lauren V Ghazal, Kelly Haviland, Forrest Hosea, Nelson Sanchez, Matthew B Schabath, Zul Surani, Gwendolyn P Quinn

Faculty, Staff and Student Publications

Purpose: Sexual and gender minority people (SGM) experience multiple cancer-related disparities, including higher rates of cancer risk factors, lower rates of cancer screening, higher lifetime risk of cancer, and unmet needs throughout cancer survivorship. Although many national organizations, including the National Cancer Institute (NCI) and the American Cancer Society (ACS), have emphasized the need for more cancer research among SGM communities, currently no consensus exists about the highest research priorities, promising research models, or mechanisms to support collaboration between geographically dispersed scientific teams.

Methods: To address this gap, we convened a three-day conference to focus on the "Science of Cancer …

Patient‐Specific Computational Flow Simulation Reveals Adverse Hemodynamic Factors Associated With Occlusion Of Directional Branches After Fenestrated‐Branched Endovascular Aneurysm Repair, Kenneth Tran, Jesse Chait, Emmanuel Tenorio, Weiguang Yang, Alison Marsden, Bernardo Mendes, Jason T. Lee, Gustavo S. Oderich

Mechanical Engineering Faculty Publications

Background: Fenestrated and branched endovascular aneurysm repair can be complicated by branch vessel occlusion in the absence of structural stenosis. We hypothesized that computational flow simulation could identify adverse hemodynamic features associated with postfenestrated and branched endovascular aneurysm repair branch occlusion.

Methods: Patients undergoing 4-vessel fenestrated and branched endovascular aneurysm repair for Extent II to IV thoracoabdominal aortic aneurysms were retrospectively reviewed. Branches that occluded without identifiable kinking or stenosis on computed tomography were included, along with an equal cohort of anatomy-matched patent controls. Patient-specific pulsatile rigid-wall simulations were performed using SimVascular with individualized geometries and boundary conditions. Abnormal time-averaged …

Nci-Designated Cancer Centers' Policies And Practices With Regard To Alcohol And Cancer: A Call To Lead, Ernest T Hawk, Stephanie L Martch, Meghan Si, Sanjay Shete

Faculty, Staff and Student Publications

Background: Alcohol, a known carcinogen since 1988, increases risk of cancers of the mouth, pharynx, larynx, esophagus, liver, breast, and colorectum. More than one half of US adults consume alcohol whereas about two thirds are unsure whether or unaware that alcohol intake is linked to cancer risk.

Methods: Our objective was to survey awareness, beliefs, intentions, policies, practices, and goals/perceived responsibilities related to establishing/promoting actions to reduce alcohol-related cancer risks from leaders of 72 NCI-Designated Cancer Centers.

Results: Sixty-one percent responded. Forty-three percent either believed in or were uncertain about alcohol's purported health benefits. Nevertheless, 86% considered it part of …

Suvorexant For Alcohol Use Disorder And Post-Traumatic Stress Disorder: Study Protocol For A Phase Ii Randomized Clinical Trial, Lara A Ray, Steven J Nieto, Karen Miotto, Larissa Mooney, Richard Lebeau, Jin H Yoon, Joy M Schmitz, Ron Acierno, Nathaniel W Bailey, Jessica Jenkins, Jessica Vincent, Tracy Nolen, Shawn Hirsch, Alexis Williams, Scott D Lane

Faculty, Staff and Student Publications

Background: Alcohol use disorder (AUD) represents a highly prevalent, costly, and often untreated condition in the United States. Post-traumatic stress disorder (PTSD) represents a common comorbidity with AUD which worsens outcomes and decreases functional outcomes. Suvorexant (SUV) shows clear promise as a novel therapeutic candidate to treat AUD and PTSD.

Methods: This study features a promising compound (i.e., suvorexant), the application of a well-established human laboratory paradigm (i.e., alcohol cue reactivity), and a novel early efficacy laboratory model (i.e., practice quit attempt) to provide a cost/time-efficient evaluation of safety and initial efficacy of suvorexant for AUD with comorbid PTSD. Additionally, …

Exploring Sex Differences In Stroke Outcomes: A Comprehensive Analysis From The Span 1 Trial, Anjali Chauhan, Eunyoung Angela Lee, Rakesh B Patel, Mariia Kumskova, Enrique C Leira, Anil Chauhan, Yanrong Shi, Suyi Cao, Raymond C Koehler, Krishnan M Dhandapani, Mohammad Badruzzaman Khan, Pradip K Kamat, Ali Arbab, David C Hess, Alison L Herman, Ligia Boisserand, Lauren H Sansing, Andreia Morais, Xuyan Jin, Sanem Aykan, Takahiko Imai, Cenk Ayata, Karisma A Nagarkatti, Jessica Lamb, Márcio A Diniz, Patrick D Lyden, Jaroslaw Aronowski, Louise D Mccullough

Faculty, Staff and Student Publications

Background: Stroke is a sexually dimorphic disease, with different risk factors, incidence, outcomes, and treatment responses in men and women. While sex differences have been documented in preclinical studies, these findings often come from single-site studies with small sample sizes and require validation across diverse research settings.

Methods: We used data from the SPAN (Stroke Preclinical Assessment Network), a randomized, placebo-controlled, blinded, multilaboratory trial, to determine if sex differences in neurological outcomes are present in preclinical stroke models. We analyzed data from 665 stroke animals treated with saline, including young mice, diet-induced obese mice, aging mice, young rats, and spontaneously …

Patient-Specific Computational Flow Simulation Reveals Adverse Hemodynamic Factors Associated With Occlusion Of Directional Branches After Fenestrated-Branched Endovascular Aneurysm Repair, Kenneth Tran, Jesse Chait, Emmanuel Tenorio, Weiguang Yang, Alison Marsden, Bernardo Mendes, Jason T Lee, Gustavo S Oderich

Faculty, Staff and Students Publications

Background: Fenestrated and branched endovascular aneurysm repair can be complicated by branch vessel occlusion in the absence of structural stenosis. We hypothesized that computational flow simulation could identify adverse hemodynamic features associated with postfenestrated and branched endovascular aneurysm repair branch occlusion.

Methods: Patients undergoing 4-vessel fenestrated and branched endovascular aneurysm repair for Extent II to IV thoracoabdominal aortic aneurysms were retrospectively reviewed. Branches that occluded without identifiable kinking or stenosis on computed tomography were included, along with an equal cohort of anatomy-matched patent controls. Patient-specific pulsatile rigid-wall simulations were performed using SimVascular with individualized geometries and boundary conditions. Abnormal time-averaged …

Epidemiology Of Healthcare-Associated Ventriculitis And Meningitis (Hcavm) And Community-Acquired Meningitis/Encephalitis And Evaluation Of An Off-Label Pcr Panel For Hcavm Diagnosis, Jaime Nassur, Katarina Schnell, Christine Dolon, Laura Walters, Devin Weber, Matthew Pettengill

Department of Medicine Faculty Papers

Healthcare-associated ventriculitis and meningitis (HCAVM) is associated with high morbidity and mortality, but rapid diagnostic tests intended to cover microorganisms that typically cause HCAVM are not commercially available. We sought to evaluate the etiology of HCAVM compared to community-acquired meningitis/encephalitis (CAME) at our healthcare system, and to study the utility of repurposing a multiplex molecular panel intended for positive blood cultures for HCAVM cases. Our epidemiologic review demonstrated that HCAVM cases were primarily caused by bacteria and fungi also associated with bloodstream infections, in contrast with CAME cases, which were primarily caused by herpesviruses and Cryptococcus. Eighty-two cerebrospinal fluid …

Increasing Physical Activity In Moderate-Severe Traumatic Brain Injury: Protocol For A Two-Stage Randomized Controlled Trial Of A Remote, Mhealth-Enhanced Intervention, Tessa Hart, Monica Vaccaro, Lauren Krasucki, Inna Chervoneva, Amanda Rabinowitz

Moss-Magee Rehabilitation Papers

OBJECTIVE: Protocol for randomized controlled trial (RCT) examining effects of novel, remotely delivered intervention (called GetUp&Go) to increase physical activity (PA) in chronic, moderate-severe traumatic brain injury (msTBI), including a mobile health (mHealth) component.

DESIGN: RCT (Clinicaltrials.gov NCT06028334) with 1:1 randomization to 10 weeks of immediate treatment (IT) or waitlist (WL), with primary outcome measured at 10 weeks. A second randomization to 10 weeks of continued mHealth support vs. no treatment will allow for examination of effects of mHealth on maintenance of treatment gains.

PARTICIPANTS: 70 community-dwelling adults ≥6 months post msTBI; medically cleared and physically/ cognitively able to participate; …

Experiences Of Stigma And Barriers To Care Among Transgender And Gender Expansive Populations Seeking Mental Healthcare, Amanda Veldorale-Griffin, Elizabeth Banks, Elizabeth Patrick, Judith Cannon, Caidan Thomas Smith

Marriage and Family Therapy Faculty Articles and Research

Transgender and gender expansive (TGGE) people experience increased risk for mental health issues and suicidality, as well as significant barriers to mental healthcare, due to stigma and discrimination, including from mental healthcare providers. A sample of 945 TGGE participants completed self-report surveys, measuring experiences of stigma and barriers to care, and counselor competence. Data were divided into two groups by age and analyzed through linear regressions and one-way ANOVAs. Across groups, participants (approximately 58% of younger participants and 49% of older participants) reported experiencing stigma from a healthcare provider, and all reported some barriers to care, with more than half …

Health Mentor Perspectives On (In)Effective Healthcare Teams: Insights To Inform Care Coordination For Chronically Ill Populations, Arianna Baffa, Kelly Tran, Jane Tobias, Dnp, Crnp-Pc, Nethra S. Ankam, Md, Maria Brucato, Phd

Phase 1

Background

- Disability and chronic illness are a major public health burden in the US 

• More than a quarter of Americans report a functional disability¹
• ~129 million Americans have at least one major chronic disease² 

- Interprofessional teamwork and coordination of care have potential to support the quintuple aim of healthcare³

- Patients with multiple chronic conditions and lower confidence in managing their own health experience more care coordination challenges⁴

- Patient perspectives are needed to improve healthcare services for chronically ill populations, but limited awareness of team approaches in care presents a methodological challenge to …

Primary Care Use And Clinical Outcomes In A Prevalent Cohort Of Patients Receiving Hemodialysis, Dustin Le, Hatem Najar, Zoheb Backer, Rohanit Singh, Byoungjun Kim, Morgan E. Grams, Laura Plantinga, Bernard G. Jaar

Division of Nephrology Faculty Papers

Rationale & Objective - Primary care is associated with improved health outcomes, but whether this is true for patients receiving dialysis is unclear. We evaluated the association of primary care use in the previous year and clinical outcomes using a prevalent cohort of patients receiving hemodialysis.

Study Design - Retrospective cohort study.

Setting & Participants - United States Renal Data System registry of prevalent patients requiring maintenance in-center on January 1, 2019, linked with Medicare claims data.

Exposure - Primary care use was defined as ≥ 1 outpatient visit to a provider with the specialty of Family, General, Geriatric, or …

A Multicomponent Strategy To Increase Human Papillomavirus Vaccination Rates In Primary Care: A Cluster Randomized Clinical Trial, Ruoyun Wang, Lei Liu, Sherry Dodd, Sharon Graham, Shannon Rook, Lauren Ericson, Katie Plax, Abigail Barker, Virginia Mckay, Michelle I Silver, Jason G Newland, Allison A King

2020-Current year OA Pubs

IMPORTANCE: Human papillomavirus (HPV) vaccination prevents multiple cancers, yet vaccination rates by the recommended age remain well below national goals.

OBJECTIVE: To evaluate the effectiveness of a multicomponent strategy in increasing HPV vaccination rates in primary care settings by 13 years of age.

DESIGN, SETTING, AND PARTICIPANTS: This cluster randomized clinical trial with a parallel-group design and 1:1 allocation was conducted at 20 pediatrics primary care practices from a practice-based research network in the St Louis, Missouri, metropolitan area by clinicians delivering routine well-child visits within participating practices. The intervention was implemented over 24 months (July 1, 2020, to September …

Longitudinal Multiomic Signatures Of Ards And Sepsis Inflammatory Phenotypes Identify Pathways Associated With Mortality, Narges Alipanah-Lechner, Pratik Sinha, Et Al.

2020-Current year OA Pubs

BACKGROUNDCritically ill patients with acute respiratory distress syndrome (ARDS) and sepsis exhibit distinct inflammatory phenotypes with divergent clinical outcomes, but the underlying molecular mechanisms remain poorly understood. These phenotypes, derived from clinical data and protein biomarkers, were associated with metabolic differences in a pilot study.METHODSWe performed integrative multiomics analysis of blood samples from 160 patients with ARDS in the ROSE trial, randomly selecting 80 patients from each latent class analysis-defined inflammatory phenotype (hyperinflammatory and hypoinflammatory) with phenotype probability greater than 0.9. Untargeted plasma metabolomics and whole-blood transcriptomics at day 0 and day 2 were analyzed using multimodal factor analysis (MEFISTO). …

Slc7a8 Is Essential For Metabolic Fitness And Function Of Th2 Cells, Santosh K Panda, Do-Hyun Kim, Pritesh Desai, Shitong Wu, Patrick Fernandes Rodrigues, Raki Sudan, Yizhou Liu, Haerin Jung, Intelly Lee, Susan Gilfillan, Marina Cella, Steven J Van Dyken, Marco Colonna

2020-Current year OA Pubs

Amino acids are essential for the activation and function of CD4 T helper (Th) cells, which differentiate into Th1, Th2, Th17, and Treg subsets to coordinate immune responses. While specific amino acid transporters have been identified for Th1, Th17, and Tregs, a transporter regulating Th2 cells remains unknown. This study identifies SLC7A8 as a Th2-specific amino acid transporter in the Th compartment. We found that Slc7a8 expression is upregulated in Th2 cells compared with other T helper subsets, and Slc7a8 deficiency impairs Th2 cell proliferation and cytokine production. Furthermore, SLC7A8 was found to be crucial for an effective type 2 …

Amyloidosis Of Bridging Veins Is A Pathologic Feature Of Alzheimer's Disease, Leon C D Smyth, Daan Verhaege, Elio Standen-Bloom, Yue Wu, Steffen E Storck, Pavle Boskovic, Benjamin A Plog, Tornike Mamuladze, Jose A Mazzitelli, Zhuoying Wang, Daniel D Lee, Gwendalyn J Randolph, Katherine E Schwetye, Song Hu, Jonathan Kipnis, Et Al.

2020-Current year OA Pubs

Alzheimer's disease (AD) is characterized by the accumulation of extracellular aggregated amyloid beta, resulting from impaired waste clearance. We recently identified new cerebrospinal fluid (CSF) efflux structures termed arachnoid cuff exit (ACE) points and speculated that these may be impacted in AD, leading to impaired waste clearance function. Using 5XFAD mice, we found progressive amyloidosis of bridging veins at ACE points. Indeed, in 5XFAD mice, there is impaired CSF efflux to the dura mater, impaired CSF flow along bridging veins, and impaired blood flow through bridging veins. These observations suggest that ACE point amyloidosis plays a role in waste clearance …

Estimated Effectiveness Of 2024-2025 Covid-19 Vaccination Against Severe Covid-19, Kevin C Ma, Jennie H Kwon, Et Al.

2020-Current year OA Pubs

IMPORTANCE: As SARS-CoV-2 JN.1 lineage descendants continue to evolve, evaluating COVID-19 vaccine effectiveness (VE) against severe COVID-19 remains important to guide vaccination strategies.

OBJECTIVE: To estimate the VE of the 2024-2025 COVID-19 vaccines against COVID-19-associated hospitalization and severe in-hospital outcomes overall and by time since dose (7-89, 90-179, and ≥180 days), JN.1 descendant lineage (KP.3.1.1, XEC, LP.8.1), and spike protein mutations associated with immune evasion.

DESIGN, SETTING, AND PARTICIPANTS: This multicenter, test-negative, case-control study conducted by the Investigating Respiratory Viruses in the Acutely Ill Network included adult patients (aged ≥18 years) hospitalized between September 1, 2024, and April 30, 2025, …

Biologically-Inspired Multiscale Neuromorphic Architecture, Christian O'Reilly, Ramtin Zand

Publications

This white paper proposes a biologically-inspired multiscale neuromorphic architecture that bridges key gaps between artificial neural networks (ANNs), spiking neural networks (SNNs), and biological neural networks (BNNs). While SNNs offer promising energy efficiency, their broader adoption remains limited by suboptimal performance and the need for novel learning paradigms. To address these challenges, the proposed framework integrates structural and functional principles observed in the brain, including hierarchical organization, sparse and modular connectivity, predictive coding, and diverse neuronal dynamics.

The architecture operates across micro-, meso-, and macro-scales, incorporating neuron-level diversity (e.g., excitatory/inhibitory and principal/support cells), canonical microcircuits (CMCs), and large-scale hierarchical organization. …

Costs Of Single Maintenance And Reliever Therapy Vs Traditional Therapy For Asthma, Tri Pham, Abigail R Barker, Sarah A Eisenstein, Eliot Jost, Anna Volerman, Krutika Chauhan, Ross C Brownson, Timothy Mcbride, Mark D Huffman, Kaharu Sumino, Lynn B Gerald, Mario Castro, Anne E Dixon, James G Krings

2020-Current year OA Pubs

IMPORTANCE: Despite strong guideline support, single maintenance and reliever therapy (SMART) for asthma is underused in the US. Limited insurance coverage of SMART-compatible inhalers remains a major barrier to its adoption.

OBJECTIVE: To compare the annual asthma management costs of SMART vs traditional therapy from a US health care payer perspective.

DESIGN, SETTING, AND PARTICIPANTS: This economic evaluation used a probabilistic decision-tree model with Monte Carlo simulations to compare the total asthma management costs for patients prescribed SMART vs traditional therapy, conducting analyses from September 1, 2024, to March 13, 2025. Input data were extracted through a systematic review of …

Demographic And Clinicopathologic Factors Associated With Colorectal Adenoma Recurrence, Usman Ayub Awan, Qingyuan Song, Kristen K Ciombor, Adetunji T Toriola, Jungyoon Choi, Timothy Su, Xiao-Ou Shu, Kamran Idrees, Kay M Washington, Wei Zheng, Wanqing Wen, Zhijun Yin, Xingyi Guo

2020-Current year OA Pubs

IMPORTANCE: Current colorectal surveillance guidelines emphasize adenoma characteristics but overlook temporal, racial, and sex-based heterogeneity in recurrence risk, a gap that limits equitable and personalized care.

OBJECTIVE: To evaluate the associations of demographic factors, obesity, and adenoma features with recurrence risk over time in a large longitudinal surveillance cohort.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study included adults who underwent their first colonoscopic polypectomy between January 1990 and July 2024 at a tertiary medical center.

EXPOSURES: Demographic variables included race and ethnicity, sex, obesity (body mass index >30), family history of colorectal cancer (CRC) or polyps, and age at …

Anxiety Or Depression Trends By Disability Status And Demographic Intersections In Us Adults, 2019-2023, David Adzrago, Kayo Fujimoto, J Michael Wilkerson, Typhanye V Dyer, Faustine Williams

Faculty, Staff and Student Publications

Importance: Mental health problems, particularly anxiety and depression, remain among the leading causes of disease burden in the US. However, trends in anxiety and depression across disability status and demographics remain understudied.

Objective: To examine trends in anxiety and depression prevalence among US adults from 2019 to 2023 by disability status and demographic characteristics.

Design, setting, and participants: This cross-sectional study used national population-based data from the National Health Interview Surveys from 2019 to 2023. Data were collected from household probability samples of noninstitutionalized US civilian adults aged at least 18 years. Data analyses were performed from December 6, 2024, …

Fedda-Tsformer: Federated Domain Adaptation With Vision Timesformer For Left Ventricle Segmentation On Gated Myocardial Perfusion Spect Image, Yehong Huang, Chen Zhao, Rochak Dhakal, Min Zhao, Guang-Uei Hung, Zhixin Jiang, Weihua Zhou

Michigan Tech Publications

BACKGROUND: Accurate assessment of left ventricular function is essential for diagnosing and managing cardiovascular disease. Gated myocardial perfusion SPECT (MPS) enables simultaneous evaluation of perfusion and function, but reliable contour extraction is challenged by image noise, resolution limits, and anatomical variability. Multi-center validation is further restricted by data privacy concerns, underscoring the need for robust and privacy-preserving contouring methods. METHODS: In this study, we propose a novel approach, FedDA-TSformer, which integrates Federated Domain Adaptation with the TimeSformer model for the task of left ventricle segmentation using MPS images. The proposed model captures spatial and temporal features through a Divide-Space-Time-Attention mechanism, …

Mom Is Developing Too: Preliminary Evidence For The Reciprocal Effects Of Infant Sensory Reactivity And Maternal Behavior, Emily C. Sweiss, Vincent Berardi, Elysia Poggi Davis, Curt A. Sandman, Laura M. Glynn

Psychology Faculty Articles and Research

Caregiver sensitivity to infant cues is well-established as a predictor of child development. Infants also actively influence their social environment, especially their caregivers, even from their earliest days. Sensory reactivity, characterized as hypo- (under) and hyper- (over) responding to environmental stimuli, is one domain of development that is likely to influence caregiver-infant interaction, due to its role in regulating emotions and responses to both physical and social stimuli. Although sensory reactivity could be an important target for improving caregiver-child interaction, the longitudinal, reciprocal relations between infant sensory reactivity and caregiver behaviors are currently unknown. In the present proof-of-concept study, we …