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Articles 30571 - 30600 of 1823775
Full-Text Articles in Entire DC Network
The Impact Of International Service Learning On Teacher Education Students Serving In A Third World Country, Seth E. Jenny, Geraldine C. Jenny
The Impact Of International Service Learning On Teacher Education Students Serving In A Third World Country, Seth E. Jenny, Geraldine C. Jenny
Teacher Education Journal of South Carolina
This study examined perceived outcomes associated with undergraduate teacher education students who were involved in an international service learning project with impoverished children in a third world country. Qualitative data collection methods guided the study which centered upon student attitudes, perceptions, and behaviors relating to international service learning as well as any individual learning regarding a possible deepened understanding of their personal worldview or valuing of diverse peoples. Findings indicated that the participants perceived several prior expectations which did not match reality, the diversity of the new loving culture was enjoyed, and several distinct individual changes occurred as a result …
Reconceptualizing Educational Technology Integration In A Middle Level Teacher Preparation Program, Deborah H. Mcmurtrie, Bridget K. Coleman, Gary J. Senn
Reconceptualizing Educational Technology Integration In A Middle Level Teacher Preparation Program, Deborah H. Mcmurtrie, Bridget K. Coleman, Gary J. Senn
Current Issues in Middle Level Education
Our middle level education (MLE) faculty recently engaged in a self-study guided by this research question: How is our university preparing our MLE teacher candidates to integrate technology in teaching and learning? There were two overarching goals: 1) identify where we can introduce, practice, reinforce, and master technology skills and concepts. 2) reconceptualize our technology integration course. Our process included collaborating with stakeholders, surveying teacher candidates, examining theoretical underpinnings, exploring research-based best practices, and analyzing our programs. Data was collected through multi-year technology surveys and semi-structured focus group interviews. We grouped survey data into three broad technology categories: instructional delivery, …
Understanding English Language Learners: A Qualitative Study Of Teacher Candidates Teaching In Another Country, Culture, And Context, Lee Vartanian
Understanding English Language Learners: A Qualitative Study Of Teacher Candidates Teaching In Another Country, Culture, And Context, Lee Vartanian
Teacher Education Journal of South Carolina
Regardless of the influx of English Language Learners (ELLs) in public schools, many pre-service and in-service teachers are underprepared to teach them (O'Neal, Ringler, & Rodriguez, 2008). Study abroad experiences, that include a teaching component, may provide an option for teacher candidates wishing to increase their ability to teach ELLs. In May 2014, nine teacher candidates from South Carolina taught for two weeks in an elementary school in central Guatemala. This qualitative study focused on how the experience of teaching in a new country, culture, and context impacted participant perceptions of effective teaching practice, the diverse needs of children, and …
Influences Of Prior Experiences And Current Teaching Contexts On New Teachers’ Use Of Manipulatives For Math Instruction, Elizabeth Lee Johnson
Influences Of Prior Experiences And Current Teaching Contexts On New Teachers’ Use Of Manipulatives For Math Instruction, Elizabeth Lee Johnson
Teacher Education Journal of South Carolina
In order to develop mathematical proficiency, students need access to a variety of representations to make sense of mathematical ideas. This case study documents the perceived influences on three novice elementary teachers' use of math manipulatives for teaching mathematics. Three sources of data were collected: video-recorded lessons, interviews, and a focus group. Analyses indicated that, although concrete representations were accessible to all three teachers, they were the least used among the available representations. While participating teachers shared similar pre-service experiences in relation to their coursework and internship, there were substantive differences between them in relation to how they viewed adopted …
Universal Design For Learning With Elementary Science, Catherine Matthews, Stephanie Kurtts, Melony Allen
Universal Design For Learning With Elementary Science, Catherine Matthews, Stephanie Kurtts, Melony Allen
Teacher Education Journal of South Carolina
Universal design for learning (UDL) continues to be a topic of interest as teachers search for instructional strategies and activities to differentiate the general curriculum. This differentiation should provide access to and successful engagement with the curriculum for all students, including learners who have unique educational needs. Described here is an elementary science lesson on temperature planned and implemented using the principles of UDL. This example is offered that so that teachers may be encouraged to plan and implement instruction by using UDL principles in meeting diverse student learning goals.
Influenza B Viral Infection Complicated By Acute Fulminant Myocarditis Requiring Mechanical Support: A Case Report., Tareef Hesham Kannout, Muhammad Azam Shah, Fahmi Abdullah Alkaf, Faisal A. Alghamdi, Mohammed Alreshidan
Influenza B Viral Infection Complicated By Acute Fulminant Myocarditis Requiring Mechanical Support: A Case Report., Tareef Hesham Kannout, Muhammad Azam Shah, Fahmi Abdullah Alkaf, Faisal A. Alghamdi, Mohammed Alreshidan
Journal of the Saudi Heart Association
Acute fulminant myocarditis represents a severe complication of myocarditis, necessitating early suspicion and intervention for improved patient outcomes. Influenza B-induced myocarditis remains a relatively rare entity. A young lady presented to the emergency department with symptoms of heart failure and cardiogenic shock, requiring inotropes without significant improvement. For the continued deterioration of her hemodynamics, she underwent mechanical circulatory support, including Extracorporeal Membrane Oxygenation (ECMO) and Intra-aortic balloon pump (IABP). The follow-up investigations showed positive influenza B. She was treated with antiviral therapy and steroids, resulting in gradual improvement in hemodynamics and left ventricular ejection fraction
Coupling Mechanisms Of Fracture Propagation And Proppant Transport Indeep Coalbed Methane Reservoirs, Guo Xiaodong, Zhang Shicheng, Zhang Jingchen, Zhou Changjing, Zhang Chengsheng, Qiu Shixin, Xi Xiangrui
Coupling Mechanisms Of Fracture Propagation And Proppant Transport Indeep Coalbed Methane Reservoirs, Guo Xiaodong, Zhang Shicheng, Zhang Jingchen, Zhou Changjing, Zhang Chengsheng, Qiu Shixin, Xi Xiangrui
Coal Geology & Exploration
Objectives and Methods Deep coalbed methane (CBM) reservoirs commonly exhibit well-developed beddings, strong mechanical heterogeneity, and high in-situ stress gradients. These characteristics result in pronounced nonlinear fracture propagation and strong multi-field coupling effects during hydraulic fracturing. Consequently, it is challenging to accurately describe the mechanisms governing fracture complexity in deep coal reservoirs using conventional mechanical models for fractures. Using a super-large true triaxial system with dimensions of 2.0 m × 2.0 m × 1.0 m, this study conducted physical simulation experiments on hydraulic fracturing under varying injection rates and viscosities of fracturing fluids. In combination with fracture mechanics and energy …
Advances In Research On Mechanisms And Prevention And Control Technologies For Solid-Phase Production In Hydraulically Fractured Coalbed Methane Wells, Zhang Fengsan, Wu Jinqiao, Lin Jin, Li Yu, Zhang Ying, Li Bing, Zhang Guobiao, Sun Ying, Gan Yuke
Advances In Research On Mechanisms And Prevention And Control Technologies For Solid-Phase Production In Hydraulically Fractured Coalbed Methane Wells, Zhang Fengsan, Wu Jinqiao, Lin Jin, Li Yu, Zhang Ying, Li Bing, Zhang Guobiao, Sun Ying, Gan Yuke
Coal Geology & Exploration
Background The effective coalbed methane (CBM) exploitation using hydraulic fracturing wells is severely constrained by two major solid-phase production issues: coal fines blockage and proppant flowback. The mechanisms behind both issues are associated with complex interplays between geological conditions and engineering disturbances. This study presents a systematic review of the current status of domestic and international research on the mechanisms of the solid-phase production, as well as relevant prevention and control methods. Furthermore, future research directions are proposed.Advances The solid-phase production in hydraulically fractured CBM wells essentially arises from flow-solid-chemical multi-field coupling processes under interplays between geological conditions and …
Predicting The Risk Of Water-Sand Inrushes From Coal Seam Roofs Based On A Small-Size Sample Dataset, Zhang Wenquan, Li Zixu, Zhu Xianxiang, Qiu Wei, Zhang Chengjie
Predicting The Risk Of Water-Sand Inrushes From Coal Seam Roofs Based On A Small-Size Sample Dataset, Zhang Wenquan, Li Zixu, Zhu Xianxiang, Qiu Wei, Zhang Chengjie
Coal Geology & Exploration
Objective The eastern and northern regions of China exhibit thick unconsolidated layers and thin bedrocks, with water-sand inrush disasters occurring frequently. Therefore, accurately predicting the risk of water-sand inrushes from coal seam roofs holds great significance for safe coal mining. However, the water-sand inrushes in these regions exhibit complex disaster-causing mechanisms, which involve the coupling effects of multiple factors. Accordingly, the real-time prediction of the water-sand inrush risk in the field poses challenges including high risk and cost. These issues lead to difficult data acquisition and severely insufficient samples, limiting the accuracy and performance of traditional prediction models. Therefore, there …
A Dynamic Prediction Method For Coal Seam Thickness Based On The Kpca-Pso-Svr Model, Yang Tun, Ye Shugang, Ma Ming, Wang Qianyao
A Dynamic Prediction Method For Coal Seam Thickness Based On The Kpca-Pso-Svr Model, Yang Tun, Ye Shugang, Ma Ming, Wang Qianyao
Coal Geology & Exploration
Objectives and Methods With the development of high-precision and intelligent seismic exploration techniques, it is necessary to accurately quantify and interpret coal seam thickness to provide reliable data for constructing high-precision three-dimensional geological models. This will help ensure safe and efficient coal mining in coal mines. In coal seam thickness prediction, the comprehensive multi-attribute analysis method faces challenges such as the cumbersome selection of optimal seismic attributes and the low predictive accuracy of regression models. To address these challenges, this study proposed a support vector regression (SVR) prediction model based on kernel principal component analysis (KPCA) and particle swarm optimization …
Positive And Negative Pressure Distributions And Gas Migration Mechanisms Under Gas Drainage From Coal Seams Using Ultra-Long Directional Boreholes, Li Quanxin, Zhao Yuechen, Mou Quanbin, Wang Liang, Fang Jun, Wang Chenghao
Positive And Negative Pressure Distributions And Gas Migration Mechanisms Under Gas Drainage From Coal Seams Using Ultra-Long Directional Boreholes, Li Quanxin, Zhao Yuechen, Mou Quanbin, Wang Liang, Fang Jun, Wang Chenghao
Coal Geology & Exploration
Background Gas drainage via ultra-long directional boreholes plays a significant role in gas control in coal mines. To ensure safe and efficient gas drainage using these boreholes, it is critical to determine the mechanisms behind positive- negative pressure coupling, as well as the dominant mechanisms governing gas migration. However, the evolutionary patterns of positive-negative pressure zoning within the boreholes and the primary factors influencing gas drainage efficiency have yet to be accurately characterized. Methods Under the engineering background of the Shendong Baode Coal Mine, this study developed a multi-field coupling model integrating diffusion, seepage, and in-borehole flow fields based on …
Sleep Duration And It's Impact On The Wellness Of Collegiate Athletes, Josh L. Strickland Jr.
Sleep Duration And It's Impact On The Wellness Of Collegiate Athletes, Josh L. Strickland Jr.
McNair Scholars Research
This study examined the relationship between sleep duration and wellness among collegiate football athletes at Harding University. The study specifically investigated whether athletes’ average hours of sleep were related to mood, fatigue, stress, soreness, and overall wellness. A quantitative, nonexperimental correlational research design was used. The sample consisted of 79 football players on the active roster during the 2025 season. Data were obtained from the Harding University Football Daily Wellness Survey, which athletes completed electronically each morning throughout the season. Participants reported their sleep duration and rated measures of wellness, including mood, fatigue, stress, soreness, and sleep quality. Average scores …
Research Review: "Understanding Women’S Transitions From Military To Department Of Veterans Affairs Care", Institute For Veterans And Military Families At Syracuse University
Research Review: "Understanding Women’S Transitions From Military To Department Of Veterans Affairs Care", Institute For Veterans And Military Families At Syracuse University
Institute for Veterans and Military Families
Over the past two decades, increasing numbers of women have served in the military, with women now comprising 17.3% of active-duty personnel and 21.4% of National Guard and reserves. During military service, women often incur painful musculoskeletal (MSK) injuries related to carrying heavy loads and wearing ill-fitting gear. While women may receive initial care for these injuries under the auspices of the Department of Defense (DoD), these injuries often linger and further treatment in required as women transition to Department of Veterans Affairs (VA) care. However, little is known about this transition process, and whether women are given adequate information …
The Student Movement Volume 110 Issue 18: Full Steam Ahead, Melanie Webb, Addison Randall, Corinna Bevier, Lia Glass, Gersh William, Megan Constantine, Kyle Simpson, Anna Rybachek, Maya Thomas, Moraya Truman
The Student Movement Volume 110 Issue 18: Full Steam Ahead, Melanie Webb, Addison Randall, Corinna Bevier, Lia Glass, Gersh William, Megan Constantine, Kyle Simpson, Anna Rybachek, Maya Thomas, Moraya Truman
The Student Movement V. 110 (2025-2026)
ARTS & ENTERTAINMENT
'We're Going to Get Through This': Hope and the 98th Academy Awards, Melanie Webb
The Art of Spain, Addison Randall
'It's Alive!': Maggie Gyllenhaal's 'The Bride!' Reanimates the 1930s, Corinna Bevier
The 82% Problem: Women in the Oscars, Lia Glass
HUMANS
Bringing People Together: Aaliyah Ngyou's Andrews Experience, Gersh William
Advocacy in Action: The Social Justice Club on Campus, Megan Constantine
NEWS
A Memorable Life Experience: The AU Symphony Orchestra's Tour to California, Addison Randall
Andrews Students Bring Help, Harmony, and Hope to Three Rivers Community, Kyle Simpson
PULSE
Legacy: The Women of AU, Anna Rybachek
Embracing …
Implementing A Problem-Solving Framework In Physics Tutorials For Upper-Division Electricity And Magnetism Students, James C. Hecht
Implementing A Problem-Solving Framework In Physics Tutorials For Upper-Division Electricity And Magnetism Students, James C. Hecht
Undergraduate Honors Theses
We study the effects of implementing a problem-solving framework in tutorials intended for use in upper-division electricity and magnetism courses. These tutorials were integrated into an electricity and magnetism course in Fall 2024, and were compared alongside a set of tutorials on the same topics which did not include the problem-solving framework. We performed a mixed-methods analysis on exam scores, interviews, and survey responses from students who were in the class. Students seem to prefer the tutorials that implement the problem-solving framework, and these tutorials seem to assist students with conceptual understanding somewhat; however, the qualitative data on conceptual understanding …
Evaluation Of Nurses' Leadership Self-Efficacy In Belize, Ruth Rosalee Reina Jones
Evaluation Of Nurses' Leadership Self-Efficacy In Belize, Ruth Rosalee Reina Jones
Walden Dissertations and Doctoral Studies
Nursing leadership in Belize is lacking but crucial to the well-being of patients, families, and the healthcare team. The purpose of this non-experimental, descriptive, comparative study was to a) determine the difference in leadership self-efficacy for current nurse leaders with three years or less of leadership experience compared to current nurse leaders with more than three years of leadership experience in Belize, and b) examine the differences in leadership self-efficacy between nurses in a leadership position and nurses not in a leadership position in Belize. The theories supporting the study were Burns’ transformational leadership theory and leadership self-efficacy, based on …
The Lumberjack, March 25, 2026
The Lumberjack, March 25, 2026
Cal Poly Humboldt's Student Newspaper
The student newspaper of Humboldt State University.
Fs Agenda 2026-03-25, Northern Illinois University
Fs Agenda 2026-03-25, Northern Illinois University
Faculty Senate Archives
No abstract provided.
Employability Skills Development In Secondary Education, Mark D. Sims
Employability Skills Development In Secondary Education, Mark D. Sims
Morehead State Theses and Dissertations
A capstone submitted in partial fulfillment of the requirements for the degree of Doctor of Education in the Ernst and Sara Lane Volgenau College of Education at Morehead State University by Mark D. Sims on March 25, 2026.
A Scoping Review Of Gender-Based Violence Interventions Conducted In Afghanistan, Wahiba Abu-Ras, Basil H. Aboul-Enein, Patricia J. Kelly, Dilshod Achilov
A Scoping Review Of Gender-Based Violence Interventions Conducted In Afghanistan, Wahiba Abu-Ras, Basil H. Aboul-Enein, Patricia J. Kelly, Dilshod Achilov
College of Nursing Faculty Papers & Presentations
BACKGROUND: Gender-based violence (GBV) remains one of the most pervasive human rights and public health challenges worldwide, with disproportionate impacts on women and girls in conflict-affected and fragile states. Afghanistan represents one of the most restrictive environments for women's rights, where structural, cultural, and political barriers severely limit the implementation and evaluation of GBV-prevention programs. This scoping review aims to identify and critically appraise GBV prevention and response interventions implemented in Afghanistan and assess their contribution to advancing gender and health equity.
METHODS: Following PRISMA-ScR guidelines and the PICOS framework, nine databases were systematically searched for studies published between 2010 …
Electrochemical Sensors And Processes In Molten Salts: Chlorine Production, Electroanalytical Chemistry, And Thin-Layer Electrodes, Tyler Williams
Electrochemical Sensors And Processes In Molten Salts: Chlorine Production, Electroanalytical Chemistry, And Thin-Layer Electrodes, Tyler Williams
Theses and Dissertations
Molten salt electrochemistry has historically played a substantial role in the metallurgical industry, and this trend is only accelerating in areas of green steel, direct ore processing, and rare-earth processing. In addition, the recent surge of interest in molten salt nuclear reactors has provided an additional application for molten salt electrochemical processes, including the reprocessing of used nuclear fuels and the development of electrochemical sensors for nuclear applications. In this work, the development of a chloride volatility separation process for used nuclear fuel is advanced; electroanalytical methods are improved for identifying and quantifying unknown analytes with and without the presence …
Efficacy Of Individualised Homoeopathic Medicines As An Adjunct To Conventional Iron And Folic-Acid Supplementation In Iron Deficiency Anaemia Among Reproductive-Aged Women: Single-Blind, Randomised, Placebo-Controlled Trial, Avidipta Hazra, Tanmay Sarkar, Debarsi Das, Rakesh Ghosh, Chandrani Ghosh
Efficacy Of Individualised Homoeopathic Medicines As An Adjunct To Conventional Iron And Folic-Acid Supplementation In Iron Deficiency Anaemia Among Reproductive-Aged Women: Single-Blind, Randomised, Placebo-Controlled Trial, Avidipta Hazra, Tanmay Sarkar, Debarsi Das, Rakesh Ghosh, Chandrani Ghosh
Indian Journal of Research in Homoeopathy
Background: Iron deficiency anaemia (IDA) is a major public health concern affecting women of reproductive age globally. If left untreated, it can cause various health issues including fatigue, shortness of breath, abnormal heart rhythms, chest pain, and complications during pregnancy. Objectives: To evaluate the efficacy of individualised homoeopathic medicines (IHMs) with iron and folic acid supplement (IFS) in treatment of iron deficiency among reproductive-aged women, in comparison with placebos with IFS. Methods: Single-blind, randomised, placebo-controlled clinical trial was conducted over total six months at the outpatient-department, of which participants received interventions and outcome assessments for three months. Reproductive women (15–49 …
Investigation Of Molecular Footprints In Ultra-High Diluted Homoeopathic Solutions Of Arnica Montana And Rhus Toxicodendron Through Combined Infrared And Impedance Spectroscopy, Sharbadeb Kundu, Usha Rani Dash, Chirasree Roychaudhuri, Aindrila Roy, Sanatan Chattopadhyay, Rathin Chakravarty, Debadatta Nayak, Subhash Kaushik, Amit Roy Chowdhury, Ananya Barui, Subhadip Chakraborty
Investigation Of Molecular Footprints In Ultra-High Diluted Homoeopathic Solutions Of Arnica Montana And Rhus Toxicodendron Through Combined Infrared And Impedance Spectroscopy, Sharbadeb Kundu, Usha Rani Dash, Chirasree Roychaudhuri, Aindrila Roy, Sanatan Chattopadhyay, Rathin Chakravarty, Debadatta Nayak, Subhash Kaushik, Amit Roy Chowdhury, Ananya Barui, Subhadip Chakraborty
Indian Journal of Research in Homoeopathy
Background: The study of ultra-high diluted (UHD) solutions is a compelling and controversial domain in modern science. Despite numerous investigations and hypotheses, there is a lack of rigorous, reproducible empirical evidence supporting the existence of molecular footprints beyond the Avogadro's limit. Objective: This study conducted a detailed investigation of the molecular and electrical properties, focusing on hydrogen bonding and impedance to understand the fundamental nature of UHD solutions. Materials and methods: Combined impedance and infrared spectroscopic investigations were performed to probe the structural behaviour of relevant water networks at the molecular level of UHD alcoholic extract of Arnica montana (AM) …
Non-Invasive Treatment For Indolent Chronic Venous Ulcer Using Individualised Homoeopathy: An Evidence-Based Case Series, Vinitha Edavattath Ramanan, Geethu Kp
Non-Invasive Treatment For Indolent Chronic Venous Ulcer Using Individualised Homoeopathy: An Evidence-Based Case Series, Vinitha Edavattath Ramanan, Geethu Kp
Indian Journal of Research in Homoeopathy
Background: Venous ulcers account for 60–70% of all leg ulcers. They are irregular ulcers with sloping edges mainly seen above the medial malleolus associated with oedema, lipodermatosclerosis and hemosiderosis. Conventional medicine mentions chronic venous ulcers as a surgical disease. It usually results in further co-morbidities and reduces the patient's quality of life. Homoeopathic literature describes many medicines for the treatment of varicose ulcers. This case series demonstrates the role of homoeopathic treatment in the complete healing of venous ulcers non-invasively. Case Summary: This is a case series of five patients suffering from chronic venous ulcers resistant to conventional external medications …
Panic Disorder Treated With Individualised Homoeopathic Medicines: A Case Series, Hima Bindu Ponnam, Gr Kiranmayee Rompicherla
Panic Disorder Treated With Individualised Homoeopathic Medicines: A Case Series, Hima Bindu Ponnam, Gr Kiranmayee Rompicherla
Indian Journal of Research in Homoeopathy
Introduction: Panic disorder is one category of generalised anxiety disorder that is commonly reported in a majority of the outpatient departments of primary care hospitals, especially in the COVID-19 post-pandemic era. Although its prevalence is lower compared to other anxiety disorders, panic disorder remains a serious concern, as it often leads to cardiorespiratory emergencies; therefore, prompt recognition and timely management are crucial. Since the first-line pharmacological interventions of modern medicine are expensive and associated with certain undesirable side effects, the homoeopathic system of medicine appears to be a safer and more economical alternative in such cases. Keeping this in view, …
Homoeopathy During One Hundred Years Of Lmhi (1925–2025) – Part 2: Historical Perspectives* (Continued From Part 1, Published In The Last Issue)1, Josef M. Schmidt
Homoeopathy During One Hundred Years Of Lmhi (1925–2025) – Part 2: Historical Perspectives* (Continued From Part 1, Published In The Last Issue)1, Josef M. Schmidt
Indian Journal of Research in Homoeopathy
Taking Hahnemann in his entirety, as a paradigmatic example of a true homoeopath, as a sound basis for a proper understanding of Homoeopathy, the ``scientific-critical'' school of homoeopaths seems to miss one constitutive part of Homoeopathy: its spiritual embedment into a greater frame of thinking and feeling. In fact, the greatest successes of Homoeopathy, in terms of popularisation, institutionalisation and implementation into social and cultural practice, were achieved in countries and periods open towards spiritual dimensions. This was the case in North America at the end of the 19th century, when James Tyler Kent propagated a Hahnemannian Homoeopathy inspired …
Fundamental Research Principles In Homoeopathy: Bridging Empirical And Clinical Evidence, Himanshu Shekhar, Parth Aphale, Shashank Dokania
Fundamental Research Principles In Homoeopathy: Bridging Empirical And Clinical Evidence, Himanshu Shekhar, Parth Aphale, Shashank Dokania
Indian Journal of Research in Homoeopathy
Letter to Editor
Supplemental Data For Gulf Coast Walleye Edna Survey, Kevin W. Jones
Supplemental Data For Gulf Coast Walleye Edna Survey, Kevin W. Jones
Research Data
This file contains the full eDNA collection and amplification dataset for:
Jones, K.W. (2026). Development and application of an eDNA protocol for the detection of Gulf Coast Walleye (Sander vitreus) in Mississippi [Thesis submitted for publication]. Department of Wildlife, Fisheries, and Aquaculture, Mississippi State University.
Multi-Modal Tensor Fusion For Alzheimer’S Disease Recognition, Mason Li, Tiffany Le, Jiajing Huang, Yuxin Wen
Multi-Modal Tensor Fusion For Alzheimer’S Disease Recognition, Mason Li, Tiffany Le, Jiajing Huang, Yuxin Wen
Engineering Faculty Articles and Research
Accurate and early diagnosis of Alzheimer’s disease (AD) is critical for effective intervention, disease monitoring, and patient care. Traditional diagnostic approaches rely on a single modality, such as clinical assessments, neuroimaging, or genetic markers, which may fail to capture the complex, multifaceted nature of AD. Multimodal learning has therefore been explored to integrate complementary information across data sources. However, conventional fusion strategies, including early feature concatenation and late decision-level fusion, often model modalities independently and fail to capture high-order cross-modal interactions. To address these limitations, we propose a multimodal tensor fusion network (MTFN) that integrates heterogeneous data sources, including visual …