Digital Commons Network^™

Vibemus: Proactive Agentic System For Music Personalization, Zhiliang Guo, Teng Tu, Yunshan Ma, Xun Yang

Research Collection School Of Computing and Information Systems

Large language models (LLMs) enable diverse forms of AI-assisted creation, yet they often struggle to bridge the preference-articulation gap: users may provide incomplete or vague intentions or lack the vocabulary to specify what they want, yielding outputs misaligned with true preferences. To address this gap and facilitate music creation in a vibe-centric environment, we introduce VibeMus, a proactive agentic system built on open-source components. The system engages in multi-turn dialogue to progressively determine the music’s emotion, genre, lyrics, and other aspects before generation. Simulated evaluations show that proactive clarification improves alignment with users’ intended nuances. Our approach is training-free, leveraging …

September 2025 News Releases, University Of Montana--Missoula. Office Of University Relations

University of Montana News Releases, 1928, 1956-present

No abstract provided.

Real-World Treatment Patterns And Management Gaps Of Lumbar Disc Herniation In The United States, Amit Bhandutia, Min Yang, Qing Liu, Yipeng Gao, Jiaxuan Liu, Steven Liu, Amy Guo, Kinsuk Chauhan

School of Medicine Faculty Publications

BACKGROUND: Lumbar disc herniation (LDH) affects approximately 1% to 3% of the population annually and leads to substantial physical burden, quality-of-life burden, and productivity loss. Commonly used interventions, including pharmacological and epidural steroid injections (ESIs), have limited high-quality evidence to support their effectiveness in the long-term for treating LDH beyond symptom relief. In general, there is a lack of consensus for timing of treatment after LDH onset and limited data on real-world treatment of LDH. The objective of this study was to describe current real-world treatment patterns and inform gaps in clinical management of patients with LDH. METHODS: A retrospective …

Antibiotic Stewardship In Pediatric Head And Neck Surgery, Mary Grace Robichaux, Zhide Fang, Jill N. D'Souza

School of Medicine Faculty Publications

OBJECTIVE: This study seeks to determine the rate of postoperative surgical site infections (SSI) among clean head and neck surgeries and review perioperative antibiotic administration practices. STUDY DESIGN: Retrospective review. SETTING: Pediatric tertiary care institution in New Orleans over a ten-year period. METHODS: A retrospective review was undertaken to identify clean head and neck surgical procedures performed at Manning Family Children's between 2013 and 2023. EPIC SlicerDicer™ was used to identify patients between ages 0-18 who underwent clean head and neck surgeries. Each chart was reviewed for perioperative antibiotic administration and occurrence of postoperative SSI. Rates of SSI were compared …

The Moderating Role Of Trait Online Disinhibition In Exacerbating The Online Victim-Bully Cycle, Sandeeshwara K Tennakoon Appuhamillage Kasturiratna, Andree Hartanto

Research Collection School of Social Sciences

The growth of the internet and social media as a communication platform has increased the incidence of cyberbullying victimisation. While there has been increasing research interest on the antecedents of cyberbullying perpetration, little is known on why some individuals who themself experience cyber victimisation are more likely to become cyberbullying perpetrators. Considering the large number of individuals who experience cyberbullying victimisation in the current, highly digitalised world, this trend of victims turning into bullies poses a worrisome possibility and deserves research attention. One promising individual difference that could potentially moderate the relationship between cyberbullying victimisation can lead to cyberbullying perpetration …

Actg 306.01: Principles Of Financial Reporting Ii, Steven Mitsuda

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Bmgt 640.V61: Organizational Behavior, Mazen R. Fadel

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Csd 330.01: Anatomy And Physiology Of The Speech And Swallowing Mechanisms, Trudi F. Mingus

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Phar 560.00: Pharmaceutical Care Lab Iv, Jenner Minto, Kimberly A. Madson

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Pt 526.01: Foundational Skills And Intervention I, Jaclyn C. Carson

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Anty 101h.50: Anthropology And The Human Experience, Erin D. Rosenkrance

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Bioh 291.01: Human Gross Anatomy – Cadaver Dissection, Lucas Whitcher

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Cula 101.01: Introduction To Knife Skills And Butchery, Wilbert P. Gahagan

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Ahrc 252.01: Respiratory Care Review, Paul J. Crockford

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Ecp 207.B01: Cardiology, Marcus O. Granger, David H. Mcevoy

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Nrsg 245.50: Adult Nursing Ii Clinical, Michele R. Noonan

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Enst 480.01: Food Justice And Sustainability, Margiana Petersen-Rockney

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Cols 162.01: Ncaa Student-Athlete Experience, Jennifer D. Zellmer-Cuaresma, Mary H. Houlihan

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Anty 122s.01: Race And Minorities, Gregory R. Campbell

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Anty 213n.00: Biological Anthropology Lab, Elizabeth A. Bews, Courtney C. Manthey

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Anty 600.01: Issues In Cultural Heritage, Gregory R. Campbell

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Comx 480.01: Health Communication, Heather L. Voorhees

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Phl 101l.01: Introduction To Philosophy, Jeffrey E. Stephenson

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Psyx 330.01: Child Development, Rachel L. Severson

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Soci 391.01: Guns In America, Madison B. Gerdes

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Behavior Change Communication Strategies On Human Immunodeficiency Virus /Acquired Immunodeficiency Syndrome Risk Reduction For Long-Distance Truckers In Kenya, Cyrus Mutie, John Gachohi, Kawira Kithuci, Grace Mbuthia

School of Nursing & Midwifery, East Africa

Background Long-distance truckers (LDTs) not only experience heightened risk of human immunodeficiency virus (HIV) infections due to risky sexual networks, but are also hard to reach with consistent risk reduction messages due to their often disruptive work schedules. Besides, evidence of the existing behavior change communication (BCC) strategies to enhance HIV/ acquired immunodeficiency syndrome (AIDS) risk reduction is limited. Thus, the study sought to explore the most effective and preferred BCC strategies for adoption among LDTs in Kenya.

Methods and Methodology Nine key informants and 18 in-depth interviews were used to gather qualitative data from purposively sampled participants at Kenya's …

International Accreditation For Acute Stroke Care: Lessons Learnt From A Kenyan Stroke Centre, Dilraj Sokhi

Internal Medicine, East Africa

Background: The prevalence of stroke is increasing in Africa, yet resources remain limited in managing the disease. Whilst there are international guidelines on how to set up and manage stroke services, even in resource-limited settings, the uptake remains low. We describe here the opportunities and challenges we faced whilst setting up a stroke care pathway of international standards in a regional referral hospital in East Africa.

Methods: We describe how we adapted international stroke care guidelines for acute primary stroke (including both ischemic and hemorrhagic stroke), and used these to inform our stroke care pathway. We highlight opportunities of leveraging …

Preventing Workplace Violence: A Strategic Imperative For Today’S Organizations, Alan Saquella

Publications

Workplace violence is a critical and growing concern for organizations across all industries. It encompasses a wide spectrum from bullying and verbal threats to physical assaults and, in the most tragic cases, homicide. While acts of extreme violence often dominate news headlines, they are typically preceded by missed warning signs and failed interventions.

Replication Of Blood Dna Methylomic Signatures Associated With Cerebrospinal Fluid Levels Of Ykl-40 And Nfl Biomarkers, Timo Kaleck, Rafael Campos-Martin, Amanda Cano, Maria Victoria Fernández, Pamela Martino-Adami, Luca Kleineidam, Victor M Andrade Fuentes, Kumar P Tripathi, Kayenat Parveen, Raquel Puerta, Itziar De Rojas, Kishore A Ravichandran, Oliver Peters, Julian Hellmann-Regen, Josef Priller, Maria Gemenetzi, Anja Schneider, Jens Wiltfang, Emrah Düzel, Katharina Buerger, Robert Perneczky, Stefan Teipel, Christoph Laske, Frederic Brosseron, Marta Marquié, Daniel La Van Den Hove, Mercè Boada, Michael T Heneka, Michael Wagner, Natalie Marchant, Jean-Charles Lambert, Ruth Frikke-Schmidt, Frank Jessen, Agustín Ruiz, Alfredo Ramirez

Faculty, Staff and Student Publications

No abstract provided.

Drivers Of Frequent Emergency Department Use In Socioeconomically Disadvantaged Older Adults: A Qualitative Study, Anita Chary, Annika Bhananker, Michelle Suh, David Leavitt, Elise Brickhouse, Shreya Tamma, Jose Ramirez, Mariana Rios, Aanand D Naik, Margaret Samuels-Kalow, Naomi George

Faculty, Staff and Student Publications

Background: The emergency department (ED) is the safety net for and a common point of healthcare access for socioeconomically disadvantaged older adults. Little is known about socioeconomically disadvantaged older ED patients' perspectives on their health, healthcare access, and ED use. Such insights could guide tailored interventions to address unmet clinical and health-related social needs (HRSN).

Methods: We performed a qualitative study with older adults in a single public safety net hospital ED. We interviewed patients age 60+ who had ≥ 4 ED 4 visits in the past year. Semi-structured interviews explored perceived health needs and motivations underlying ED visits. We …