Digital Commons Network^™

An Interpretable Hybrid Deep And Reinforcement Learning Paradigm For Glioma Prognosis, Renuga Devi M Ms

Theses and Dissertations

Brain tumors are highly aggressive and lethal types of cancer, particularly gliomas. These cancerous growths show complicated pathophysiological behaviours and with poor prognosis despite therapeutic advances. Due to their biological differences and infiltrating growth, as well as overlapping radiological characteristics, they pose great difficulty in diagnosis, grading, and survival prediction. Artificial intelligence technology, which includes machine learning , deep learning, and reinforcement learning has developed into a new paradigm for the automation of brain tumor diagnostics and personalized treatment. The main goal of this study is to create an integrated AI-based framework that can perform brain tumor segmentation, grading and …

Legal Method And Political Time, Odette Lienau, Aziz Rana

Law and Contemporary Problems

No abstract provided.

Falling Flat: Why Ai Cannot Free Melodies From Copyright Protection With “All The Music” As An Example, Hayley Huber

Duke Law & Technology Review

As artificial intelligence (AI) continues to surprise us with its humanlike abilities, it raises the question of whether AI-created music can or should be afforded legal protection. Particularly, how should copyright law treat melodies produced by an AI designed to algorithmically generate every possible melody? This article seeks to answer that question, ultimately concluding that AI-produced melodies are not copyrightable and that melodies are not merely facts undeserving of copyright protection, but something valuable to mankind and worth protecting by law.

The article explores Damien Riehl’s All the Music project (ATM) and his arguments for why ATM’s outputs should be …

Seen, Unseen, And Navigating Between: The Lived Experiences Of Black First-Generation Graduate Students In Higher Education And Student Affairs Master’S Level Programs, Danielle E. Lee

Graduate Theses, Dissertations, and Capstones

Black first-generation graduate students remain underrepresented in higher education programs and often navigate academic environments shaped by racialized expectations and limited access to institutional resources. The purpose of this interpretative phenomenological analysis (IPA) was to explore the lived experiences of Black first-generation graduate students and recent graduates enrolled in Higher Education and Student Affairs (HESA) master’s programs at predominantly White institutions (PWIs). Guided by two research questions and grounded in Lin’s Social Capital Theory (2001, 2010), this study examined how participants described their graduate school experiences and the challenges and barriers they encountered while navigating predominantly White academic environments. Ten …

Barriers And Facilitators To Accessing Addiction Treatment Services For Sexual Minority (Lgbq+) People: Systematic Review, Miriam Hillyard, Beatrice Cockbain, Colin Drummond, Katharine Rimes, Emmert Roberts

School of Psychology

Background Sexual minority (lesbian, gay, bisexual, queer and other non-heterosexual) people experience significant disparities in addiction problems compared with heterosexual people.  Aims We aimed to answer the question, what are the barriers and facilitators to accessing drug/alcohol addiction treatment services for sexual minority adults?’.  Method A systematic review was conducted by searching Medline, PsycINFO, CINAHL, Web of Science, and Sociological Abstracts for any English-language primary research article (qualitative, quantitative or mixed methods) relevant to the study aims, from inception up to 18 April 2025. Quality of included studies was assessed using the Mixed-Methods Appraisal Tool (MMAT-2018). Barriers and facilitators were …

Automated Abdominal Aortic Calcification And Trabecular Bone Score Independently Predict Incident Fracture During Routine Osteoporosis Screening, Abadi K. Gebre, Marc Sim, Syed Zulqarnain Gilani, Afsah Saleem, Cassandra Smith, Didier Hans, Siobhan Reid, Barret A. Monchka, Douglas Kimelman, Mohammad Jafari Jozani, John T. Schousboe, Joshua R. Lewis, William D. Leslie, Joshua R. Lewis

Research outputs 2022 to 2026

Abdominal aortic calcification (AAC), a marker of subclinical cardiovascular disease, has previously shown to be associated with low BMD and fracture. However, it remains unclear whether AAC is associated with trabecular bone score (TBS), a gray-level textural measure, or whether it predicts fracture risk independent of this measure. Here, we examined the cross-sectional association of AAC scored using a validated machine learning algorithm (ML-AAC24) with TBS, and their simultaneous associations with incident fractures in 7691 individuals (93.4% women) through the Manitoba BMD Registry (mean age 75.3 yr). The association between ML-AAC24 and TBS was tested using generalized linear regression. Cox …

A Comparative Evaluation Of Marinades' Effect On The Physical And Sensory Attributes Of Spent Hen Meat, Rashid Ali Korejo, Atta Hussain Shah, Muneer Ahmed Jamali, Tarique Ahmed Khokhar

Journal of Bioresource Management

The study focused on consumer reluctance to choose spent hen meat, an affordable and underutilized protein source, which is often rejected for its tough texture and reduced acceptability. Therefore, the research aimed to assess the effectiveness of natural marinades in enhancing the physical and sensory qualities of spent hen meat, thereby improving its consumer appeal and market potential. Meat samples were allocated into seven groups: an untreated control and six treatments comprising yogurt, ginger extract, tamarind juice, and honey. Fresh meat exhibited an initial pH of 6.21 and a Water-Holding Capacity (WHC) of 34.84 %, Cooking Loss (CL) of 32.75 …

Recovery Of Bioenergy From Industrial Wastewater Using Microbial Fuel Cell, Syed Wamiq Ali, Ghulam Mujtaba, Manzoor Ahmed Sanjrani, Falak Shad

Journal of Bioresource Management

Water problems and Energy demands are increasing particularly in developing countries. Researchers are looking for sustainable technologies that can address increasing energy and environmental concerns. Major reasons behind those emerging concerns are industrialization and rapid development. There is need of sustainable technology which can solve wastewater issues and fulfill energy demand. One of the emerging technologies that have been studied comprehensively is Microbial Fuel Cell (MFC). It is a bio-electrochemical conversion technology that converts organic substrate into electrical energy. Chemical Oxygen Demand (COD) is removed as a result of microbial metabolism of organic substrate. Even through technical and economic aspects …

Implementing An Acuity-Based Staffing Model To Improve Staffing Equity And Patient Safety In An Inpatient Mental Health Unit, Vivian Emuobe

Walden Dissertations and Doctoral Studies

Understaffing during the weekends has been related to issues in patient safety, delayed responses, and increased nurse fatigue and turnover in a majority of inpatient mental health units. This practice improvement Doctor of Nursing Practice (DNP) project aimed to address disparities in nurse staffing ratios between weekdays and weekends within inpatient mental health units. The purpose of the project was to design and test an evidence-based acuity-based staffing model, supported by structured staff education and compliance monitoring, to promote equitable workload distribution and improve patient and organizational outcomes. The guiding practice question asked: How does the implementation of an acuity-based …

Exercise Effects On Decreased Levels Of Depression In Female Breast Cancer Patients, Dorothy Y. Spencer

Walden Dissertations and Doctoral Studies

Breast cancer patients with major depressive disorder (MDD) are at a high risk of experiencing pain and fatigue, anxiety and substance use, poor quality of life, marital spouses with elevated depression, impaired sexual functioning, sleep disorders, poor immune system functioning, rapid progression of cancer, and higher mortality rates. Grounded in Fritz Heider’s attribution theory, the purpose of this quantitative quasi-experimental study was to examine the relationship between physical exercise and a decrease in MDD. The participants comprised of 15 female breast cancer patients, 18 years of age and older, who may have experienced depression. The participants completed the Beck Depression …

Effect Of Physical Custody On Relationship Satisfaction In Adults, Mathew Aaron Richards

Walden Dissertations and Doctoral Studies

Custody decisions are often informed by attachment-based arguments, yet little research has examined long-term effects of custody type on adult outcomes. This study involved examining whether joint versus sole physical custody predicted relationship satisfaction, testing both parental attachment and socioeconomic status as mediators. Data were collected from 226 adult participants (mean age = 33.42), whose parents separated before age 13. Validated measures were used to assesse relationship satisfaction, parental attachment, and socioeconomic status. Participants who grew up in joint physical custody arrangements reported significantly higher relationship satisfaction compared to those who experienced sole physical custody (b = 0.54, p = …

Teachers’ Use Of Student Voice In Behaviour Management Practices: An Exploratory Study, Sue Thompson, Ellen Larsen

Australian Journal of Teacher Education

The importance of effective classroom management practices in schools has been well-documented in the literature. However, at a time when research points to the importance of engaging student voice across teaching and learning practice, student voice has not been a focus of behaviour management practice, particularly in mainstream classrooms. This paper reports on a study exploring teachers’ understandings and experiences of incorporating student voice into behaviour management practice at one Australian primary school. Survey data collected from 14 teachers were analysed using simple descriptive statistics and thematic analysis. While teachers were generally supportive of embedding student voice in behaviour management …

Morphological Characteristics Of The Mediophyceae Diatom Lampriscus Cf. Shadboltianus Var. Crenulatus Collected From Gili Meno, Indonesia, Arief Rachman, Riani Widiarti, Setiarti Sukotjo, Mark Wells

Makara Journal of Science

Diatoms are the most common and abundant microalgae group in seawater, with an estimated 200 genera and 200,000 species categorized into three distinct taxonomic classes: Mediophyceae, Bacillariophyceae, and Coscinodiscophyceae. This study describes the morphological characteristics of Lampriscus GM052022, a diatom belonging to the Mediophyceae family, which was collected from Gili Matra, Lombok, Indonesia. Analysis using light microscopy (LM) and electron microscopy (EM) showed that the morphological characteristics of the Lampriscus GM052022 specimen are similar to those of Lampriscus shadboltianus var. crenulatus due to the distinct crenulation lines on the frustule, which differentiate this variation from Lampriscus shadboltianus. However, the …

In Vitro And In Silico Analysis Of The Antibacterial Activity Of Bioactive Compounds Extracted From Pineapple Peel, Wafa Mohammad Sadik, Iman Tajer Abdullah, Lana Abed Alnajar

Makara Journal of Science

Antibiotic resistance is a critical global challenge that requires the discovery of alternative therapeutic agents. Plants -derived compounds, such as those found in Ananas comosus (pineapple)peel, offer promising antibacterial potential. This study aimed to evaluate the antibacterial activity of pineapple peel extract using both in vitro and in silico approaches. Ethanolic extracts of pineapple peel were fractionated using silica gel chromatography, and the resulting fractions were analyzed by GC-MS. Antibacterial activity was tested against Gram-positive and Gram-negative pathogens using the agar well diffusion method, and the inhibition zones were recorded. Molecular docking was performed to assess the interaction of identified …

Phytochemistry And Pharmacological Activities Of Sphagneticola Trilobata: A Systematic Review With Perspectives For Drug Discovery, Sonali Dnyaneshwar Labhade, Suraj Kamadi, Pawan Nandkishor Karwa, Ritesh Prakash Bhole, Harshad Sunil Kapare, Sohan Satyanarayan Chitlange

Makara Journal of Science

Sphagneticola trilobata (L.) Pruski is a medicinal plant widely used in traditional medicine for its anti-inflammatory, antimicrobial, antioxidant, hepatoprotective, wound healing, and CNS depressant effects. Despite its broad pharmacolo-gical potential, clinical application is limited due to a lack of mechanistic understanding, standardization, and clinical validation. This review aims to provide a comprehensive overview of the phytochemical composition, pharmacological activities, and therapeutic potential of S. trilobata, while highlighting research gaps and suggesting future directions for clinical translation. A systematic review of scientific literature, ethnobotanical sources, and pharmacological studies was conducted, focusing on phytochemical analysis, biological activity, toxicity, and potential applications …

Intouch Week Of March 30, 2026, New York Medical College

InTouch

• NYMC Awarded $10 Million DOD Grant
• Inspiring Speakers to Lead the Class of 2026 Forward
• NYMC Rallies for Days of Giving
• NYMC Community Recognizes International Epilepsy Awareness Day
• SHSP Showcases Research and Collaboration at Annual Research and Scholarship Day
• Coverage Matters: Uninsured Children Face Worse TBI Outcomes
• TCDM Gives Free Oral Health Screenings and Education to More Than 300 Schoolchildren

Unraveling Hydrologic And Hydrochemical Processes Based On Long-Term Concentration–Discharge Analysis In The Green Lake 4 Catchment, Colorado Front Range, Usa, Fengjing Liu

Michigan Tech Publications

Concentration–discharge (C-Q) relationships were analyzed over decadal, annual, and seasonal timescales from water years 1982 to 2020 to understand hydrologic and hydrochemical processes in the Green Lake 4 catchment, Green Lakes Valley, Colorado Front Range. Geogenic solutes, along with the magnitude of stable isotopes, were dominated by a strong (p < .05) C-Q power law (C = aQ^b, where a and b are constants from the curve fitting, with b usually termed the b-coefficient) and consistent patterns over various timescales. The b-coefficients of geogenic solutes were negative, suggesting that those solutes primarily originated from groundwater with higher concentrations and diluted by shallow source waters with lower …

Ai-Resilient Assessment Audit, Christopher Longo

Teaching Online Pedagogical Repository

The AI Resilient Assessment Audit is a quality assurance workflow where instructors use Generative AI to stress test their discussion prompts for vulnerabilities to academic dishonesty. Vulnerable prompts are remediated using a Personal Synthesis Protocol. This protocol requires students to anchor concepts to verifiable episodic memories and engage in structured peer review. This approach shifts assessments from simple recall to self-determined learning and fosters deeper student engagement.

Social Science Research: From Publication To Application, Maria Caridad H. Tarroja

Asia-Pacific Social Science Review

No abstract provided.

Comparative Antiscabies Efficacy Of Sonneratia Alba Extracts: Evaluation Of Plant Parts And Concentrations In Mice, Delima Engga Maretha, Lara Mukti Taresha, Karina Yuliana, Iis Ariska, Silvia Diah Lestari

Makara Journal of Science

This study evaluated the antiscabies efficacy of 70% ethanol extracts from various parts of the mangrove Sonneratia alba (leaves, flowers, bark, and roots) as a potential alternative therapy. The primary objective was to compare the healing effects of the extracts at different concentrations on scabies lesions in mice (Mus musculus). Using a completely randomized design, 24 male Swiss Webster mice were assigned to four groups: a control (K0) group and three treatment groups to receive 10% (K1), 20% (K2), and 30% (K3) extract concentrations topically twice daily. The results demonstrated that the S. alba extracts had significant effects …

Design And In Silico Modeling Of Heterocyclic-Based Xanthone Derivatives As Potential Anticancer Agents Through Tyrosine Kinase Inhibition, Yehezkiel Steven Kurniawan, Ervan Yudha, Nela Fatmasari, Radite Yogaswara, Harno Dwi Pranowo, Eti Nurwening Sholikhah, Jumina Jumina

Makara Journal of Science

Cancer is one of the deadliest diseases nowadays, and tyrosine kinase receptors play crucial roles in cancer cell survival, differentiation, proliferation, and migration. This study designed and developed a new inhibitor from heterocyclic-based xanthone derivatives to target two tyrosine kinase receptors, epidermal growth factor receptor (EGFR) and platelet-derived growth factor receptor (PDGFR), through in silico screening. Eighteen heterocyclic-based xanthones were evaluated through molecular docking for both receptors. All heterocyclic-based xanthones gave the root mean square deviation (RMSD) value lower than 2.00 Å. Xanthone with isobenzothiazole substituent (iBzThio) was found as the most potent inhibitor with binding energies of -10.60 and …

Application Of Microbial Fuel Cells For Leachate Bioremediation: The Effects Of Nutrient Nourishment, Umi Sholikah, Fidela Chosta, Tegar Palyus Fiqar, Eka Masrifatus Anifah, Riza Hudayarizka, Tadashi Hibino

Makara Journal of Science

Leachate contains a high organic content, which can cause environmental pollution. The organic content in leachate can be removed through bioremediation using microbial fuel cell (MFC) systems to remediate pollutants and generate bioelectricity. Organic matter is important to the MFC process as both a substrate and a nutrient source. This study investigated the effects of glucose and sodium phosphate buffer nourishment on BOD, COD, and TSS removal and bioelectricity generation. This study used leachate as a substrate and a graphite rod with a surface area of about 32.98 cm² as an electrode. The reactor uses plastic blocks with a …

Anthrone-Based Dummy Molecularly Imprinted Polymer For The Selective Detection Of Fluorene And Phenanthrene In Simulated River Water, Aria Pinandita, Nurrahmi Handayani, Muhammad Iqbal, Untung Triadhi, Rusnadi Rusnadi, Samitha Dewi Djajanti, Muhammad Bachri Amran, Muhammad Ali Zulfikar

Makara Journal of Science

A dummy-template molecularly imprinted polymer (DMIP) was synthesized via precipitation polymerization using anthrone as a template analog for the selective analysis of low-molecular-weight polycyclic aromatic hydrocarbons (PAHs), specifically fluorene and phenanthrene. Styrene, benzoyl peroxide, and ethylene glycol dimethacrylate were employed as the functional monomer, radical initiator, and crosslinking agent, respectively. The synthesized polymers were characterized by Fourier-transform infrared spectroscopy, scanning electron microscopy, and particle size analysis. The imprinting factors were 1.16 and 1.09 for fluorene and phenanthrene, respectively, indicating enhanced affinity of the imprinted sites. High-performance liquid chromatography analysis following DMIP-based solid-phase extraction yielded recoveries of 91.49% ± 3.87% for …

Strong Gravitational Lensing Of Balart-Vagenas Regular Black Holes, Akif Pervez, Hassan Moin Ud Din, Handika Satrio Ramdhan

Makara Journal of Science

Gravitational lensing is an integral part of Einstein general theory of relativity. The existence of singularity in standard black holes is a hurdle for understanding the properties of black holes. The introduction of nonlinear electrodynamics (NLED) offers an intriguing possibility of constructing non-singular black hole. Gravitational lensing by the photon sphere probes the physical properties of lens objects such as black holes. This work presents a strong deflection limit analysis in a general asymptotically flat, stationary, spherically symmetric spacetime. We extend the analysis of the light deflection around the photon sphere-complete capture, and set a strong field limit that is …

A Ferrocene-Modified Carbon Electrode Prepared From Coconut Shell Char For Cu(Ii) Detection In Water, Nabila Putri Aulia, Fitria Rahmawati, Abu Masykur, Eddy Heraldy

Makara Journal of Science

A ferrocene (Fc)-modified carbon electrode was prepared from coconut shell char (CSC), which was activated with NaOH to produce an activated coconut shell carbon (Ac-CSC). The carbon electrode was designed as a printed-carbon electrode consisting of working, counter and reference electrodes in a single piece, called a screen-printed carbon electrode, or SPCE. An Fc solution was applied to the working electrode part at 10%, 20% and 30% mass of the SPCE, producing an SPCE-Fc as an electrochemical sensor for Copper ions Cu(II) detection. The prepared activated carbon was analysed by XRD, FTIR, SEM/EDX, surface area analysis and impedance measurement to …

Lab-Made 100 Bp Dna Ladder Using Polymerase Chain Reaction And Human Dna, Muhammad Ilmam Bariqi, Zulham Yamamoto, Putri Chalya Firjatu, Luthfi Umam Hakim Nasution, Oryza Sativa Lubis

Makara Journal of Science

Polymerase chain reaction (PCR) is a rapid, molecular biology technique widely used in disease diagnosis and genetic engineering. Conventional PCR products require agarose gel electrophoresis, which employs a DNA ladder as a size reference. Most commercial ladders are plasmid-based and reliable but require additional culture time. We suggest a more efficient method for producing a DNA ladder using DNA derived from human blood. DNA was isolated using a commercial kit. Primer sets generating 100–1000 base pair (bp)-long fragments bearing target regions p12, p13, and p14 were designed using Primer-BLAST. DNA was amplified by routine PCR, visualized on a 1% (w/v) …

What I Wish I Knew As A 1l Part 2: Journals And Honor Societies, Minority Law Student Alliance (Mlsa)

2025–2026 Flyers

No abstract provided.

Patterns Of Multimorbidity Among Low-Income Adults Who Smoke With Implications For Tailored Interventions: A Cluster Analysis Using A Mixture Of Bernoulli Model, Monique T. Cano, Michael R. Lindstrom, Oscar F. Rojas Perez, Ricardo F. Muñoz

School of Mathematical & Statistical Sciences Faculty Publications

Introduction: Smoking cigarettes remains a leading modifiable risk factor for preventable health conditions. In the United States, the health burden of smoking disproportionately impacts low-income individuals. Multimorbidity is common in this group, complicating treatment and worsening outcomes. Identifying multimorbidity clusters can support targeted, individualized interventions. This study aimed to identify multimorbidity clusters among individuals who smoke and experience economic hardship and provide clinical recommendations to enhance health outcomes.

Method: Individuals who smoke and experience economic hardship (N = 60) were recruited from the San Francisco Health Network (SFHN) and were assessed for physical and mental conditions. Cluster analysis was …

The Critical Window: How The Design And Implementation Of The Equity To Prosperity Preschool (E2p) Program Shaped Early Childhood Development, Eric D. Harris

Electronic Theses and Dissertations Archive

The Equity to Prosperity (E2P) Preschool Program was designed as an integrated early-childhood intervention that combines structured, developmentally informed instruction with family economic supports to improve the kindergarten readiness of 2-year-old children in Memphis, Tennessee. This study investigated whether the key design and implementation features of the E2P program contribute to its effectiveness and whether these features can inform revisions to early childhood education policy. Using a design-focused case study approach, the analysis drew upon Barzelay’s (2019) mechanism-intent analysis framework to examine how conceptual and embodiment design choices shaped implementation, instructional practice, and child outcomes. For the child cohort represented …

Works Of Michael Kahle; Expanding The Viola's Role Within The Classical Music Canon, Andrew Scott Mcguire

Electronic Theses and Dissertations Archive

This project reexamines the role of the viola within the classical canon, arguing for its repositioning as a melodic and collaborative instrument rather than a purely supportive inner voice. Analytical and experiential findings demonstrate that the viola’s capacity to modify articulation, timbre, and projection enables it to mediate between contrasting instrumental families such as bowed strings, winds, and percussion. Grounded in performance-based research, this study investigates the viola’s function in non-traditional chamber ensembles, with particular repertoire development through collaboration with composer Michael Kahle, whose works for mixed ensembles—including flute, vibraphone, oboe, piano, and wind ensemble—feature the viola as a primary …