Digital Commons Network^™

Alcohol Consumption And Molecular Subtypes Of Colorectal Cancer: Pooled Observational And Mendelian Randomization Analyses, Christos V Chalitsios, Yin Cao, Et Al.

2020-Current year OA Pubs

BACKGROUND: Alcohol consumption is associated with colorectal cancer (CRC) risk, yet its association with distinct molecular subtypes remains unclear. Clarifying this could reveal insights into alcohol's carcinogenic mechanisms.

OBJECTIVES: We examined the association between alcohol consumption and the risk of CRC subtypes defined by individual tumor markers (and marker combinations), namely microsatellite instability (MSI) status, CpG island methylator phenotype (CIMP) status, BRAF, and KRAS mutations.

METHODS: Pooled observational (n

RESULTS: Among drinkers, each additional 14 g/d of alcohol was associated with a 10% higher CRC risk [odds ratio (OR) = 1.10; 95% confidence interval (CI): 1.07, 1.13], but this association …

Assessing Shifts In Research Priority Areas From The Neurological Community Before And After The Covid-19 Pandemic, Leah Dempsey, Travis Cruickshank, Mitchell Turner, Manja Laws, Danielle Bartlett, Barby Singer, Onno Van Der Groen, Moira Sim, Mandy Stanley

Research outputs 2022 to 2026

Introduction: People living with a neurological condition face many difficulties in daily life, impacting their function and quality of life (QoL). There is currently no cure to many neurological conditions, therefore identifying interventions to improve QoL is of high importance. COVID-19 changed society in many ways and understanding the research priorities from the neurological community post pandemic is urgently needed to ensure resources are used efficiently and aligned with the needs and priorities of the community. To better understand the priority areas, it is essential for individuals with lived experience to have input into priority areas for research. Therefore, the …

Sporadic Appetites: Unearthing The Fungal Diets Of Two Mycophagous Mammals Across An Australian Climate Gradient, Rebecca J. Quah, Saul J. Cowen, Robert A. Davis, Harriet R. Mills, Anna J.M. Hopkins

Research outputs 2022 to 2026

Translocating threatened ecosystem engineers may offer the dual benefit of contributing to species conservation and ecosystem restoration. Boodies (burrowing bettong; Bettongia lesueur) and woylies (brush-tailed bettong; Bettongia ogilbyi) are threatened mycophagous marsupials known for their crucial role in ecosystem health through fungal dispersal and bioturbation. As part of restoration efforts across Australia, these bettong species are frequently targeted for translocations, where a better understanding of their fungal dietary requirements is essential for ensuring their resource requirements are met and in predicting their ecological contributions to recipient ecosystems. Here, we used DNA metabarcoding to study the fungal diets of boodies and …

The Crossroads Between Osteosarcopenia And Intrinsic Capacity—A Narrative Review, Nailton J. Neto, Guy Hajj-Boutros, Wayne Lok Ok Choo, Miguel G. Borda, Konstantinos Prokopidis, Hassan Rammal, Daniel Rivas, Hussein Samhat, Ivan Baltasar-Fernandez, Mahdi Imani, Cristiano Dos Santos Gomes, Oscar Rosas Carrasco, Marc Sim, Julie A. Pasco, Julia Chabot, Ana M. Ayala-Copete, Francisco J. García-García, Claire Godard-Sebillotte, Raman Agnihotram, Lana J. Williams, Anna Andrianova, Robinson Ramirez-Vélez, Emma Connolly, Harmehr Sekhon, Hidenori Arai, Liang-Kung Chen, Andréa Faust, Howard Bergman, Alexandra Papaioannou, Pierrette Gaudreau, Tiago Alexandre, Leocadio Rodriguez-Mañas, Ricardo Oliveira Guerra, Gustavo Duque

Research outputs 2022 to 2026

Intrinsic capacity (IC) is defined as the composite of physical and mental abilities an individual possesses, encompassing 5 domains: cognition, psychological health, sensory function, vitality, and locomotion. This construct is central to the World Health Organization’s framework for assessing functional ability in older adults. Growing evidence highlights the critical role of the musculoskeletal system in maintaining these domains, while conditions such as sarcopenia, osteoporosis, and their coexistence as osteosarcopenia (OS) are increasingly associated with IC decline. This narrative review compiles current evidence on the modulatory role of muscles and bones in IC and the impacts of sarcopenia, osteoporosis, and OS. …

The Effect Of Boosting Dietary Lactobacillus And Phytochemical Rich Foods On Biomarkers Of Longevity—A Phase Ii Randomised Placebo Controlled Trial, Robert J. Thomas, Madeleine Williams, Jeffrey W.F. Aldous, Stacey A. Kenfield, Robert U. Newton

Research outputs 2022 to 2026

As men age, systemic inflammation increases, whereas grip strength (GS) and testosterone levels tend to fall. This rate of decline is known to be influenced by gut microbial health, lifestyle and diet but the role for interventions to slow this decline are less well established. This double-blind randomised controlled trial evaluated the impact, and explored the synergistic potential, of boosting phytochemical rich foods and Lactobacillus probiotics on these physical and biological markers. Two hundred and eight men with untreated early prostate cancer managed with observation only (average age 74 years) received a phytochemical rich supplement (PRS) containing concentrated broccoli, green …

The Interplay Between Osteosarcopenia And Intrinsic Capacity: Insights And Associations With All-Cause Mortality In The Toledo Study For Healthy Aging, Ivan Baltasar-Fernandez, Pedro L. Valenzuela, Irene Rodríguez-Gómez, Fabio Quiñonez-Bareiro, Luis M. Alegre, Konstantinos Prokopidis, Leocadio Rodriguez-Mañas, Ignacio Ara, Oscar Rosas-Carrasco, Lana J. Williams, Robinson Ramirez-Vélez, Julie A. Pasco, Guy Hajj-Boutros, Raman Agnihotram, Marc Sim, Wayne Lok Ok Choo, Mahdi Imani, Ana M. Ayala-Copete, Julia Chabot, Miguel G. Borda, Nailton J. Neto, Claire Godard-Sebillotte, Howard Bergman, Anna Andrianova, Hidenori Arai, Pierrette Gaudreau

Research outputs 2022 to 2026

Background: Osteosarcopenia—the coexistence of osteopenia/osteoporosis and sarcopenia—is associated with numerous adverse health outcomes, but its association with intrinsic capacity (IC) remains unknown. We aimed to explore the associations of osteosarcopenia with IC and all-cause mortality in older adults. Methods: We conducted a cross-sectional analysis of IC and a prospective analysis of all-cause mortality in 1142 participants from the Toledo Study for Healthy Aging (75.1 ± 6.0 years, 53.1% women). Participants were classified as having no musculoskeletal disorders, osteopenia/osteoporosis, sarcopenia, or osteosarcopenia (DXA- and EWGSOP2-based criteria). IC was operationalized as a composite score integrating locomotion, cognition, psychological, vitality, and sensory domains. …

Global, Regional And National Burden Of Maternal Haemorrhage (2000–2021) And Projections To 2050 In 204 Countries And Territories, Mulat Ayele, Bereket Duko, Tenaw Tiruye, Paul R. Ward, Lillian Mwanri, Gavin Pereira, Tegene Atamenta Kitaw, Biruk Beletew Abate, Eyob Shitie Lake, Abebaw Alamrew, Aynalem Yetwale, Gizachew Yilak, Befkad Derese Tilahun, Chalie Mulugeta, Tadele Emagneneh, Amanuel Tesfay Gebremedhin

Research outputs 2022 to 2026

Objective: To estimate the global, regional and national burden of maternal haemorrhage (2000–2021) and its 2050 projections in 204 countries and territories. Design: This study systematic analysis of the burden of maternal haemorrhage sourced data from the Global Burden of Disease (GBD) 2021 study. We estimated the incidence, mortality, disability-adjusted life years (DALYs), years lived with disability (YLDs) and years of life lost (YLLs) due to maternal haemorrhage. Changes in the burden from 2000 to 2021 were computed using AAPC. To detect statistically notable changes in the trends of maternal haemorrhage metrics between 2000 and 2021, Joinpoint regression analysis using …

Ig–Microbiota Binding Patterns In Mothers And Infants: A Scoping Review, Alicia Tan Yi Jia, Christopher S. Peacock, Danielle E. Dye, Claus T. Christophersen

Research outputs 2022 to 2026

Studies characterising the immunoglobulin (Ig)-bound microbiota apply varying methodologies, making comparisons difficult. This scoping review synthesised evidence on Ig–microbiota binding patterns in maternal and infant contexts, identified recurrent Ig-bound and -unbound bacteria across studies, and highlighted knowledge gaps for further study. Nine articles investigating Ig–microbiota binding patterns in stool or breastmilk samples in mothers or infants were included. Ig–microbiota associations were influenced by sample type, Ig-subclass, genetics, and diet. The most important antibody was IgA, with partial functional redundancy with IgM, while IgG appeared more selective for pathobionts. Ig-bound taxa in early life included important commensals and pathobionts, with high …

The Impact Of A Single Session Of Sprint Interval Training (Sit) On Pain Pressure Threshold (Ppt) In Healthy Adults, Francesco Pacenza, Gary Brickley, Umberto Crainich, Francesco Bettariga, Anthony Turner, Luca Maestroni

Research outputs 2022 to 2026

Different forms of aerobic exercise lead to Exercise-Induced Hypoalgesia (EIH). The aim of this study was to investigate the acute effect of a single session of Sprint Interval Training (SIT) on EIH. A total of 44 recreationally active young adults participated in a single SIT session on a cycle ergometer, consisting of a 2 min warm-up, 3 × 20 s “all-out” cycling bouts interspersed with 2 min of active recovery, and a 3 min cool-down. Pain Pressure Threshold (PPT) measurements were taken on the quadriceps (working muscle) and thenar eminence (resting muscle) before and after the session. Additionally, average power …

Selama Ibu Dan Bayi Aman: Lotus Birth Dan Negosiasi Keselamatan Dalam Praktik Kebidanan Di Indonesia, Dyah Pratitasari

Antropologi Indonesia

This article reads lotus birth—the practice of leaving the umbilical cord intact until it separates naturally—as an ethnographic event that illuminates how biomedical power operates in contemporary Indonesian midwifery. Drawing on reflexive ethnography of two births attended by the author as a doula—one at a maternity clinic in South Tangerang (2020) and one at a home birth in South Jakarta (2022)—the article argues that the phrase "as long as mother and baby are safe" does not function as a neutral condition. Rather, it operates as Gramscian hegemonic common sense: appearing self-evident and beyond question, while simultaneously determining which …

Protective Potential Of Minimally Processed, Plant-Derived Foods Against Steatotic Liver Disease In Early Adulthood, Yasmina Tashkent, Jocelyn M. Choo, Steven L. Taylor, Therese A. O'Sullivan, Dujinthan Jayabalan, Sophie J. Miller, Richard Woodman, Luis Calzadilla-Bertot, Oyekoya T. Ayonrinde, Lawrence J. Beilin, Trevor A. Mori, John K. Olynyk, Alan J. Wigg, Kate R. Muller, Leon A. Adams, Geraint B. Rogers

Research outputs 2022 to 2026

Background & aims: The incidence of steatotic liver disease (SLD) among younger adults is increasing globally. While poor diet is a recognised risk factor, the impact of specific dietary components is unclear. We investigated associations between dietary patterns and SLD markers in younger adults. Methods: Analysis involved 887 members of the Raine Study Generation 2 cohort, assessed at age 27. SLD was defined using a validated MRI volumetric liver fat fraction equation. Dietary intake, assessed by food frequency questionnaires, was summarised using a modified Overall Diet Score (ODS) that classified foods as “healthy” or “unhealthy.” Associations between diet and SLD …

Effects Of Led Light Spectra And 1-Mcp On Postharvest Quality And Bioactive Compounds Of Cucumber (Cucumis Sativus L.) During Cold Storage, Imad Eldin Abbas Yousif

Theses

Extending postharvest quality and maintaining the nutritional value of cucumber fruit requires specific storage conditions to postpone senescence and enhance marketability. The postharvest lighting environment is a main factor that influences quality preservation for harvested biomass. The objective of this study was to investigate the effects of different light emitting diodes (LED) spectra (green, red, blue, and white LED) alone or in combination with 1-Methylcyclopropene (1-MCP) on postharvest quality and bioactive compounds of cucumber fruit during cold storage for 16 days at 5°C, the control fruit were left in the dark. For combined treatment, the fruits were exposed to 1-MCP …

Bison Health Network Newsletter, June 2026, Bison Health Network

Bison Health Network News

Newsletter Contents:

Updates
Network Demographics
Did you know? | Bison Calf Anatomy & Physiology
Health Highlight: Calf Survival and Early-Life Health

Skip The Grid: Installing Solar Systems In The Navajo Nation, Joey Massey

Construction Management

Skip the Grid is a student led interdisciplinary project that aims to bring sustainable solar energy to families in the Navajo Nation who lack reliable power at home. The 2026 Skip the Grid trip was the fifth consecutive year of the joint effort between California Polytechnic State University (Cal Poly) students across multiple departments, Heart of America (HOA), SOLV Energy, and Nextpower. Over the three working days the 5 teams installed Goal Zero Solar Systems in 50 homes on both the Navajo Nation and Hopi Reservation. These systems brough power, light, and refrigeration to families, enhancing their quality of life …

Classification Of Gck-Mody In A Child With Mild Hyperglycemia And Islet Autoantibody Positivity: A Diagnostic Challenge, Aman N Yarlagadda, Maria J Redondo, Toni I Pollin, Mustafa Tosur, Colleen O Jodarski, Jennifer J Bell

Faculty, Staff and Students Publications

We report a 9-year-old female who presented with mild, persistent hyperglycemia, with hemoglobin A1c and oral glucose tolerance test results in the prediabetes range, relatively preserved C-peptide, and mildly positive glutamate decarboxylase 65 autoantibody levels. A strong family history of lean, noninsulin-dependent diabetes suggested a possible monogenic cause. Genetic testing with a 28-gene maturity-onset diabetes of the young (MODY) panel identified a heterozygous variant of uncertain significance in GCK (NM_000162.5:c.179C>T [p.Thr60Ile]). Following review by the ClinGen Monogenic Diabetes Variant Curation Expert Panel, the GCK variant was reclassified as pathogenic, confirming a diagnosis of glucokinase (GCK)-MODY/GCK-hyperglycemia, a stable …

Westside Foodshed Hub Initiative: Farm-To-Food-Assistance Feasibility Study, Andrew Bugh, James Shelstad, Jordan Rasmussen, Kenton Marquigny, Reed Johnson

Master of Urban and Regional Planning Workshop Projects

The Westside Foodshed Planning Initiative is a feasibility study exploring how Farm-to- Food-Assistance, or F2FA, can supplement CAFE's food assistance work in Northwest and Downtown Portland. The study was conducted by Soil for Roses, a planning team consisting of members of Portland State University's Master of Urban and Regional Planning program. Through this project, Soil for Roses envisions the F2FA as a regional food aggregation and distribution hub tailored to CAFE’s goals of advancing food security and nutrition, environmental stewardship, and resilience.

Functional Genomics Studies Of Psychiatric Disorders In Individuals Of Latin American Populations: A Scoping Review, Luz M Porras, Isabelle Rodríguez-Lausell, Gabriel Iglesias-Maldonado, Emily Val F Tuliao, Gabriela Martínez, Chelsey Leveque, Julian Tobon, Rachel Eloy, Sintia Belangero, Cynthia M Bulik, Camila M Loureiro, Carolina Muniz Carvalho, Vanessa Ota, Diego Luiz Rovaris, Eric A Storch, Eva Maria Trujillo-Chi Vacuan, Maria M Velasquez, Latin American Genomics Consortium, Marcos L Santoro, Humberto Nicolini, Elizabeth G Atkinson, Janitza L Montalvo-Ortiz, Paola Giusti-Rodríguez

Faculty, Staff and Students Publications

Over the past 15 years, genetic studies of psychiatric disorders have provided important insight into the contribution of both common variants of small effect, as well as rare exonic and copy number variants with large effect sizes. Genome-wide association studies (GWAS) allow us to understand the intricate polygenicity characteristic of many psychiatric disorders. However, a considerable proportion of single nucleotide polymorphisms (SNPs) implicated in these disorders localize to the non-coding regions of the genome. Unraveling the molecular mechanisms that underlie the etiology of psychiatric illnesses requires integration using functional genomics approaches. Functional genomics methods are critical for developing a mechanistic …

Disease-Specific Growth Charts Capture Characteristic Growth Patterns In Children With Pmm2 – Cdg, Kyriakie Sarafoglou, Christina Lam, Andrew C Edmondson, Andrea Miller, Rodrigo T Starosta, Aziza Zeighami, Seishu Horikoshi, Hayden Vreugdenhil, Fernando Scaglia, Tamas Kozicz, Queenie K G Tan, Bradley S Miller, Iván Martínez-Duncker, Gerard T Berry, Peter Mcwilliams, Eva Morava, Yaw Addo

Faculty, Staff and Students Publications

Background: Growth faltering is prevalent in 96% of children with Phosphomannomutase-2 congenital disorder of glycosylation (PMM2-CDG). Published long-term growth data is extremely limited. Growth and weight patterns of PMM2-CDG children differ from the general population limiting the utility of existing normative growth charts to track development trajectory in comparison to peers with PMM2-CDG.

Objective: Create PMM2-CDG disease-specific height-, weight-, and BMI-for-age reference growth charts (0-20 years).

Methods: De-identified growth data was provided by Frontiers in Congenital Disorders of Glycosylation Consortium, CDG Care, Minnesota Partnership for Biotechnology and Medical Genomics, and Glycomine, Inc. Semi-parametric modeling techniques were used to develop PMM2-CDG-specific …

Birth Satisfaction, As Measured By The Birth Satisfaction Scale–Revised (Bss-R), And Its Role In Predicting Breastfeeding Duration, Maternal-Infant Attachment, And Postpartum Depression, Molly Parker

University Honors Theses

Birth satisfaction has been consistently associated with improved maternal outcomes such as reduced postpartum depression (PPD), stronger maternal-infant attachment, and longer breastfeeding duration. However, the extent to which birth satisfaction independently predicts these outcomes remains unclear. This study examined whether birth satisfaction, as measured by the Birth Satisfaction Scale–Revised (BSS-R), predicts postpartum depression, maternal-infant attachment, and breastfeeding duration in a longitudinal cohort.

Data were drawn from the Prenatal Environmental And Child Health (PEACH) study. Birth satisfaction was assessed at 12 months postpartum using the BSS-R. Postpartum depression was measured using the Edinburgh Postnatal Depression Scale (EPDS), maternal-infant attachment using the …

Social Determinants As A Predictor For Heart Disease Mortality: Oregon Regional Study, Jewel Jones

University Honors Theses

The study examined the association between selected social determinants of health and heart disease mortality across geographic regions in Oregon. Using a regional analysis design, county-level population and mortality data were grouped into nine geographic regions to evaluate patterns of cardiovascular disease burden across the state. Social determinant variables were obtained from publicly available U.S. Census Bureau datasets and included poverty, crowding among households, single-parent households, lack of broadband internet subscription, housing cost burden, high school diploma attainment, and unemployment.

Heart disease mortality counts per 100,000 population were derived from official birth and death certificate records. Statistical analyses were conducted …

Geographic And Systemic Disparities In Maternal Health: A Systems Analysis Of Prenatal Care Access Across Rural Oregon, Cecelia Petrik

University Honors Theses

Objectives: In Oregon, 51% of hospitals providing labor and delivery services are located in rural areas. Consolidation of these hospitals and provider shortages has created severe geographic and systemic disparities in maternal healthcare. This thesis explores how geographic isolation and inadequate prenatal care access contribute to widening disparities in severe maternal morbidity (SMM) and mortality across Oregon's rural and frontier counties.

Methods: This study utilizes data from the Oregon Health Authority (OHA) Center for Health Statistics (2024) and analyzes spatial correlations across all 36 Oregon counties. A bivariate choropleth map was constructed to examine the structural intersection between health infrastructure …

Early Neurodevelopmental Outcomes In Children With Congenital Heart Disease, Mike Seed, Cynthia Ortinau, Caroline Lee, Et Al.

2020-Current year OA Pubs

IMPORTANCE: Neurodevelopmental impairments are common in children with congenital heart disease.

OBJECTIVES: To compare neurodevelopmental outcomes by cardiac diagnosis and identify associations between medical and social factors and early neurodevelopmental outcomes among children with congenital heart disease.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional analysis used neurodevelopmental follow-up data obtained between May 1, 2019, and June 30, 2022, and entered into the Cardiac Neurodevelopmental Outcome Collaborative (CNOC) registry, with linkage to the Pediatric Cardiac Critical Care Consortium registry. Children younger than 30 months from 25 CNOC sites were studied. Data analysis was performed between January 2023 and December 2024.

EXPOSURES: Patients …

Short Autoinhibitory Sequences Control Phase Separation Of An Essential Bacterial Transcription Termination Factor, Emilia Krypotou, Kiersten M Ruff, Leah K Mckinney, Guy E Townsend Ii, Jue D Wang, Rohit V Pappu, Eduardo A Groisman

2020-Current year OA Pubs

Within cells, across diverse organisms, macromolecular condensation enables spatial and temporal organization of biochemical reactions by organizing proteins and nucleic acids into compositionally distinct membraneless biomolecular condensates. In the gut bacterium Bacteroides thetaiotaomicron, condensate formation by the transcription termination factor Rho (BtRho) increases its termination activity and promotes B. thetaiotaomicron fitness in the mammalian gut. Here, we elucidate the molecular mechanism governing carbon starvation-induced BtRho phase separation. We establish that short, specific amino acid sequences within BtRho's intrinsically disordered region (IDR) control BtRho condensation via complex coacervation. The identified sequences participate in RNA and intra-IDR regulatory interactions that drive condensate …

Gc-Ms-Based Comparative Analysis Of Compounds In Host Plants And Insect Gut Extracts, Rita Dill, Kimberly Smith, Shelia Okoth, Xavier Cheseto, Anne Osano

All Peer-Reviewed Publications

Background/Objectives: Herbivorous insects feed on plant tissues to obtain nutrients necessary for growth and development while simultaneously ingesting diverse plant secondary metabolites. Understanding the fate of these compounds during digestion is important for advancing knowledge of insect nutritional physiology and diet-associated biochemical processes. This study aimed to comparatively profile metabolites in host plants and corresponding insect gut extracts to generate insights into compound transfer and compositional changes within these systems. Methods: Gas Chromatography-Mass Spectrometry (GC-MS) metabolomics was combined with Ultraviolet-Visible (UV–Vis) quantification of total phenols and flavonoids to compare host plant tissues and insect gut extracts in three systems: fall …

Assessing Family Planning Progress In Exemplar Countries: Development Of A Conceptual Framework And Case Study Methodology, Zahid Memon, Hina Najmi, Abeer Mian, Sacha Ahmad, Muhammad Islam, Kevin Samuel, Marleen Temmerman, Ali Mohammad Mir, Zeba Sathar

Centre of Excellence in Women and Child Health

Family planning (FP) is a critical component of reproductive health, enabling individuals to plan the number and timing of children through various contraceptive methods.

We outline the conceptual framework and country case study methodology used by the Exemplars in Family Planning (EFP) project. This was based on the wider Exemplars in Global Health programme, which uses mixed-methods to examine determinants of FP progress in countries that exceed expectations for health outcomes. The EFP project integrates findings from case studies on six such countries, including quantitative analyses of trends and drivers of modern contraceptive prevalence, systematic reviews, policy, programme and financing …

An Analysis Of Public Library Services For The Tribal Community In Rayalaseema Region With A Special Reference To Healthcare And Hygiene, P Ramu Naik Mr, V. K. Dhanyasree Dr

Library Philosophy and Practice (e-journal)

Public libraries have long been recognised as critical societal institutions, serving as information, education, and community engagement centres. In the context of tribal communities, their role in disseminating health information is particularly significant. Tribal populations often face unique health challenges and disparities, making access to accurate and reliable health information vital to their well-being. This study examines the pivotal role that public libraries play in disseminating health information to tribal people. The study is conducted among 13 branch libraries in the tribal areas of Rayalaseema region. A structured questionnaire was used for the survey. The results show that even though …

Rode: Linear Rectified Mixture Of Diverse Experts For Food Large Multi-Modal Models, Pengkun Jiao, Xinlan Wu, Bin Zhu, Jingjing Chen, Chong-Wah Ngo, Yu-Gang

Research Collection School Of Computing and Information Systems

Large Multi-modal Models (LMMs) have significantly advanced a variety of vision-language tasks. The scalability and availability of high-quality training data play a pivotal role in the success of LMMs. In the realm of food, while comprehensive food datasets such as Recipe1M offer an abundance of ingredient and recipe information, they often fall short of providing ample data for nutritional analysis. The Recipe1M+ dataset, despite offering a subset for nutritional evaluation, is limited in the scale and accuracy of nutrition information. To bridge this gap, we introduce Uni-Food, a unified food dataset that comprises over 100,000 images with various food labels, …

Language Embeddings Meet Shallow Autoencoders, Rodrigo Alves, Vojtěch Vančura, Pavel Kordík, Antoine Ledent

Research Collection School Of Computing and Information Systems

Shallow autoencoders are appealing recommenders due to their simplicity, scalability, and competitive retrieval quality, but they struggle in strict cold-start settings where new items have no interactions. We propose an inductive shallow autoencoder that leverages item side information (language embeddings) by fixing the decoder to item features and learning only an encoder in the same semantic space. To prevent trivial self-reconstruction without enforcing a hard zero diagonal, we introduce diagonal gating: a leave-one-item-out objective that blocks the self-copy shortcut only for the item being updated while retaining context from the rest of the user history. An alternating-style optimization trains the …

Remote Hr-Guided High-Intensity Interval Training With Weekly Health Monitoring In Breast Cancer Patients During Chemotherapy: A Moderation Analysis Of Physiological Predictors, Madara Ketlīna Štarka-Rantiņa, Rudolfs Ceseiko, Martins Campa, Maksims Zolovs, Greta Franceska Jermolenko, Kristaps Eglitis, Alicia Llorente, Aija Linē, Aija Klavina

Baltic Journal of Health and Physical Activity

Background: The study aimed to investigate the effects of a six-month remotely monitored heart rate – guided high-intensity interval training (HIIT) program on aerobic capacity, functional performance, and weekly self-reported health outcomes in women with stage II–III breast cancer undergoing neoadjuvant chemotherapy. Materials and methods: Fifty-six women (mean age 47 ± 8 years) were randomly assigned (1:1) to a HIIT group or a control group (CG). Thirty-five participants were included in analyses (HIIT group = 17; CG = 18). HIIT group performed 4 × 4-minute HIIT sessions at the intensity of 85–95% of the peak heart rate, two to three …

Exercise Prescription For Adults With Prediabetes In The Primary Care Clinic, Katherine W. Hall

Doctor of Nursing Practice Final Manuscripts

Prediabetes affects approximately one in three adults in the United States, with an estimated 10% progressing to Type 2 Diabetes Mellitus (T2DM) annually. Despite strong evidence supporting exercise as a first-line intervention to prevent disease progression, most patients in primary care settings do not receive structured physical activity counseling. This evidence-based project (EBP) aims to address this gap by implementing a standardized protocol to assess baseline physical activity levels and deliver individualized exercise prescriptions to adults with prediabetes in the primary care clinic.

Eligible participants, defined by HbA1c values between 5.70% and 6.49%, were identified during routine primary care visits …