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Professional Liability, Shelby Taylor, R. Max Ward, Josh Sherman Jan 2024

Professional Liability, Shelby Taylor, R. Max Ward, Josh Sherman

SMU Annual Texas Survey

This Article describes and analyzes major developments in professional liability law that occurred in Texas between December 1, 2022, and November 30, 2023.


Green And Proud: Protecting The Antiquities Act As A Means Of Fighting Climate Change And Promoting American Patriotism, Cameron King Jan 2024

Green And Proud: Protecting The Antiquities Act As A Means Of Fighting Climate Change And Promoting American Patriotism, Cameron King

SMU Law Review

This Comment addresses recent developments in Antiquities Act jurisprudence. Given the dearth of serious legal challenges confronting the Antiquities Act for the first 100 years of its existence, the past twenty-five years of near continuous controversy have made the Antiquities Act a hot-button issue in environmental law and politics.

As recently as two years ago, the nature of scholarly interest in the Antiquities Act was vastly different. Then, the issue was President Trump’s reduction of the sizes of two major monuments. Questions surfaced about the President’s ability to make such a reduction. With the election of Joe Biden and the …


Empowering Urban Traffic Management: Elevated 3d Lidar For Data Collection And Advanced Object Detection Analysis, Nawfal Guefrachi, Hakim Ghazzai, Ahmad Alsharoa Jan 2024

Empowering Urban Traffic Management: Elevated 3d Lidar For Data Collection And Advanced Object Detection Analysis, Nawfal Guefrachi, Hakim Ghazzai, Ahmad Alsharoa

Electrical and Computer Engineering Faculty Research & Creative Works

The 3D object detection capabilities in urban environments have been enormously improved by recent developments in Light Detection and Range (LiDAR) technology. This paper presents a novel framework that transforms the detection and analysis of 3D objects in traffic scenarios by utilizing the power of elevated LiDAR sensors. We are presenting our methodology's remarkable capacity to collect complex 3D point cloud data, which allows us to accurately and in detail capture the dynamics of urban traffic. Due to the limitation in obtaining real-world traffic datasets, we utilize the simulator to generate 3D point cloud for specific scenarios. To support our …


Make America Healthy: Reducing High Pharmaceutical Prices Without Reducing Innovation, Srividhya Ragavan Jan 2024

Make America Healthy: Reducing High Pharmaceutical Prices Without Reducing Innovation, Srividhya Ragavan

SMU Law Review

Cost of medication in the United States has historically remained one of the highest in the world. The conundrum that the United States has faced in balancing innovation with affordability of life-saving medications is palpable, especially when faced with the reality of patent monopolies conflicting with healthcare obligations. The result is an overflow of issues, which emphasize the need to delineate limits on innovation to balance pharmaceutical novelty with robust public health within the United States. This has increasingly shifted the focus of patent law into the realm of healthcare issues. Naturally, it leads to an inquiry about how best …


The Cousa Objective: A Long-Working Distance Air Objective For Multiphoton Imaging In Vivo, Che-Hang Yu, Jinkyung Kim, Et Al. Jan 2024

The Cousa Objective: A Long-Working Distance Air Objective For Multiphoton Imaging In Vivo, Che-Hang Yu, Jinkyung Kim, Et Al.

2020-Current year OA Pubs

Multiphoton microscopy can resolve fluorescent structures and dynamics deep in scattering tissue and has transformed neural imaging, but applying this technique in vivo can be limited by the mechanical and optical constraints of conventional objectives. Short working distance objectives can collide with compact surgical windows or other instrumentation and preclude imaging. Here we present an ultra-long working distance (20 mm) air objective called the Cousa objective. It is optimized for performance across multiphoton imaging wavelengths, offers a more than 4 mm


Food And Drug Regulation: Statutory And Regulatory Supplement (2024), Adam I. Muchmore Jan 2024

Food And Drug Regulation: Statutory And Regulatory Supplement (2024), Adam I. Muchmore

Faculty Scholarship

This Statutory and Regulatory Supplement is intended for use with its companion casebook, Food and Drug Regulation: A Statutory Approach (2021). This is not a traditional statutory supplement. Instead, it contains selected, aggressively edited provisions of the Federal Food, Drug and Cosmetic Act (FFDCA), related statutes, and the Code of Federal Regulations. The Supplement includes all provisions assigned as reading in the casebook, as well as a few additional provisions that some professors may wish to cover. The excerpts are designed to be teachable rather than comprehensive.


Exit Through The Giftshop: Claims-Making And The Construction Of A Countercultural Brand, Cecil Mcglynn Jan 2024

Exit Through The Giftshop: Claims-Making And The Construction Of A Countercultural Brand, Cecil Mcglynn

Theses and Dissertations (Comprehensive)

Independent, online microcelebrity influencers are increasingly many people’s source of news. A popular group of these influencers, called the Alternative Influence Network (AIN) has come under scrutiny in recent years for collaborating with radical, far-right political actors to advance particular viewpoints (Lewis, 2018). While those within the AIN claim these outputs represent their freedom of speech, some researchers have voiced concern around the possibility of these influencers proliferating or even popularizing radical political ideals. Steven Crowder is among the most popular influencers in the AIN. He performs a daily show, ‘Louder with Crowder’, to his 5.8 million YouTube subscribers. In …


Understanding Health And Well-Being Outcomes Associated With Protected Coastal Ecosystems: A Fundy National Park Case Study., Mhairi K. Chandler Jan 2024

Understanding Health And Well-Being Outcomes Associated With Protected Coastal Ecosystems: A Fundy National Park Case Study., Mhairi K. Chandler

Theses and Dissertations (Comprehensive)

The COVID-19 pandemic has significantly impacted the mental health and well-being of Canadians, prompting many to turn to nature for consolation and social interaction. However, there is a lack of evidence linking these outcomes specifically to coastal areas. To address this gap, we conducted a self-reported survey at Fundy National Park, New Brunswick, Canada, in summer 2022. Over 400 visitors participated, revealing nature enjoyment, physical health, and mental well-being as primary motivators for park visitation. Notably, mental well-being showed significant differences across gender, sexual identity, and ethnicity, with males, straight individuals, and others exhibiting distinct preferences compared to females, 2SLGBTQIA+ …


Assessing A Potential Deviation In The Legislative Process: The Use Of Vehicle Bills In South Dakota, Neil Fulton, Sarah Kammer, Patrick M. Garry Jan 2024

Assessing A Potential Deviation In The Legislative Process: The Use Of Vehicle Bills In South Dakota, Neil Fulton, Sarah Kammer, Patrick M. Garry

South Dakota Law Review

No abstract provided.


The Trial Of The Jurors - A Commentary On 12 Angry Men, Jonathan K. Van Patten Jan 2024

The Trial Of The Jurors - A Commentary On 12 Angry Men, Jonathan K. Van Patten

South Dakota Law Review

No abstract provided.


Sustainability In Education And Healthcare Field: An Integrative Review Of Factors, Barriers, And The Path Forward For Informed Practices, Joseph U. Almazan, April Manabat, Zulyar Kavashev, Meruyert Smagulova, Paolo C. Colet, Ejercito Mangawa Balay-Odao, Ainetta Nurmagambetova, Srinivasa Rao Bolla, Alma Syzdykova, Zhaniya Dauletkaliyeva, Jonas P. Cruz Jan 2024

Sustainability In Education And Healthcare Field: An Integrative Review Of Factors, Barriers, And The Path Forward For Informed Practices, Joseph U. Almazan, April Manabat, Zulyar Kavashev, Meruyert Smagulova, Paolo C. Colet, Ejercito Mangawa Balay-Odao, Ainetta Nurmagambetova, Srinivasa Rao Bolla, Alma Syzdykova, Zhaniya Dauletkaliyeva, Jonas P. Cruz

Health Professions Education

Purpose: This integrative review consolidated and synthesized diverse research articles aimed at investigating various environmental factors in sustainability education, including in the healthcare field. Likewise, it provided a holistic understanding of challenges, facilitators, and their significance.

Method: Eight databases with different search terms were searched in this integrative review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). A total of 19 papers were quality evaluated using a standardized review tool.

Results: Three major themes emerged from the integrative review such as: “Factors affecting Sustainability Education” which include specific factors such as responsible environmental behavior, …


Investigating The Effects Of Debriefing In Obstetric Anesthesia Simulation Sessions On Non-Technical Skills, A Pilot Randomized Controlled Study, Meriem Bouchareb, Wafa Guellati, Hayet Makhlouf, Samia Felfli, Mahfoud Djebien Jan 2024

Investigating The Effects Of Debriefing In Obstetric Anesthesia Simulation Sessions On Non-Technical Skills, A Pilot Randomized Controlled Study, Meriem Bouchareb, Wafa Guellati, Hayet Makhlouf, Samia Felfli, Mahfoud Djebien

Health Professions Education

Purpose. The present study aims to investigate the utilization of simulation-based training in addressing obstetric emergencies, with the goal of enhancing the crisis management capabilities of anesthesia professionals through what is known as Crew Resource Management (CRM) techniques in obstetric settings. The primary objective of this paper is to assess the influence of this program, which is centered on emergency obstetric scenarios, on the non-technical proficiencies among upcoming anesthesiology practitioners.

Method. The research employs experimental setup involving both experimental and control groups. The independent variable involves the application of debriefing sessions on non-technical skills, administered solely to the …


Hite: A Fast And Accurate Dynamic Boundary Adjustment Approach For Full-Length Transposable Element Detection And Annotation, Kang Hu, Peng Ning, Minghua Xu, You Zou, Jianye Chang, Xin Gao, Yaohang Li, Jue Ruan, Bin Hu, Jianxin Wang Jan 2024

Hite: A Fast And Accurate Dynamic Boundary Adjustment Approach For Full-Length Transposable Element Detection And Annotation, Kang Hu, Peng Ning, Minghua Xu, You Zou, Jianye Chang, Xin Gao, Yaohang Li, Jue Ruan, Bin Hu, Jianxin Wang

Computer Science Faculty Publications

Recent advancements in genome assembly have greatly improved the prospects for comprehensive annotation of Transposable Elements (TEs). However, existing methods for TE annotation using genome assemblies suffer from limited accuracy and robustness, requiring extensive manual editing. In addition, the currently available gold-standard TE databases are not comprehensive, even for extensively studied species, highlighting the critical need for an automated TE detection method to supplement existing repositories. In this study, we introduce HiTE, a fast and accurate dynamic boundary adjustment approach designed to detect full-length TEs. The experimental results demonstrate that HiTE outperforms RepeatModeler2, the state-of-the-art tool, across various species. Furthermore, …


You Shall Know A Forum By The Words They Keep: Analyzing Language Use In Accessibility Forums For Blind Users, Nithiya Venkatraman, Anand Aiyer, Yash Prakash, Vikas Ashok Jan 2024

You Shall Know A Forum By The Words They Keep: Analyzing Language Use In Accessibility Forums For Blind Users, Nithiya Venkatraman, Anand Aiyer, Yash Prakash, Vikas Ashok

Computer Science Faculty Publications

Discussion forums are one of the favored platforms for knowledge sharing. Given their popularity, copious research exists on understanding linguistic and behavioral characteristics of forum conversations. However, prior investigations have mainly focused on general forums designed primarily for sighted users, and as such the applicability of their findings to the dedicated accessibility discussion forums frequented by blind individuals remains unanswered. To bridge this knowledge gap, and facilitate the development of better-informed assistive technologies for blind people, we investigated language use and identified the key semantic and cognitive characteristics of online accessibility forums. To aid our investigation, we collected a dataset …


Sccad: Cluster Decomposition-Based Anomaly Detection For Rare Cell Identification In Single-Cell Expression Data, Yunpei Xu, Shaokai Wang, Qilong Feng, Jiazhi Xia, Yaohang Li, Hong-Dong Li, Jianxin Wang Jan 2024

Sccad: Cluster Decomposition-Based Anomaly Detection For Rare Cell Identification In Single-Cell Expression Data, Yunpei Xu, Shaokai Wang, Qilong Feng, Jiazhi Xia, Yaohang Li, Hong-Dong Li, Jianxin Wang

Computer Science Faculty Publications

Single-cell RNA sequencing (scRNA-seq) technologies have become essential tools for characterizing cellular landscapes within complex tissues. Large-scale single-cell transcriptomics holds great potential for identifying rare cell types critical to the pathogenesis of diseases and biological processes. Existing methods for identifying rare cell types often rely on one-time clustering using partial or global gene expression. However, these rare cell types may be overlooked during the clustering phase, posing challenges for their accurate identification. In this paper, we propose a Cluster decomposition-based Anomaly Detection method (scCAD), which iteratively decomposes clusters based on the most differential signals in each cluster to effectively separate …


Profound First-Degree Atrioventricular Block In A High-Level Basketball Athlete., Justin D Stumph, William K Cornwell, Michael A Rosenberg, Morteza Khodaee Jan 2024

Profound First-Degree Atrioventricular Block In A High-Level Basketball Athlete., Justin D Stumph, William K Cornwell, Michael A Rosenberg, Morteza Khodaee

Heart and Vascular Articles

First-degree atrioventricular (AV) block (PR interval >200 ms) is commonly observed among screening electrocardiogram (ECG) in athletes. Profound first-degree AV block (PR interval >400 ms) and Mobitz type I (Wenckebach) second-degree AV block are generally uncommon and often require further workup on a case-by-case basis, particularly when there is concern for a structural cardiac abnormality. In this case, we present an example of an asymptomatic profound first-degree AV block with Mobitz type I (Wenckebach) second-degree AV block. Transthoracic echocardiogram and stress echocardiogram were unremarkable and the patient was cleared to participate in sports without any restriction. Physicians managing athletes should …


Immunohistochemical Analysis Of Dentigerous Cysts And Odontogenic Keratocysts Associated With Impacted Third Molars—A Systematic Review, Luis Eduardo Almeida, David Lloyd, Daniel Boettcher, Olivia Kraft, Samuel Zammuto Jan 2024

Immunohistochemical Analysis Of Dentigerous Cysts And Odontogenic Keratocysts Associated With Impacted Third Molars—A Systematic Review, Luis Eduardo Almeida, David Lloyd, Daniel Boettcher, Olivia Kraft, Samuel Zammuto

School of Dentistry Faculty Research and Publications

Objective: This systematic review investigates the diagnostic, prognostic, and therapeutic implications of immunohistochemical markers in dentigerous cysts (DCs) and odontogenic keratocysts (OKCs) associated with impacted third molars.

Materials and Methods: A comprehensive search strategy was employed across major databases including MEDLINE/PubMed, EMBASE, and Web of Science, from the inception of the databases to March 2024. Keywords and Medical Subject Heading (MeSH) terms such as “dentigerous cysts”, “odontogenic keratocysts”, “immunohistochemistry”, “Ki-67”, and “p53” were used. The PRISMA 2020 guidelines were followed to ensure methodological rigor. Inclusion criteria encompassed studies on humans and animals providing definitive diagnoses or specific signs and symptoms …


Bayesian Rare Variant Analysis Identifies Novel Schizophrenia Putative Risk Genes, Shengtong Han Jan 2024

Bayesian Rare Variant Analysis Identifies Novel Schizophrenia Putative Risk Genes, Shengtong Han

School of Dentistry Faculty Research and Publications

The genetics of schizophrenia is so complex that it involves both common variants and rare variants. Rare variant association studies of schizophrenia are challenging because statistical methods for rare variant analysis are under-powered due to the rarity of rare variants. The recent Schizophrenia Exome meta-analysis (SCHEMA) consortium, the largest consortium in this field to date, has successfully identified 10 schizophrenia risk genes from ultra-rare variants by burden test, while more risk genes remain to be discovered by more powerful rare variant association test methods. In this study, we use a recently developed Bayesian rare variant association method that is powerful …


The Effect Of The Advocacy Social-Emotional Learning Program On Emotional Competence, Thomas Lee Morgan, Amie B. Cieminski, Suzanne Marmo, Keisha Kayon Morgan Jan 2024

The Effect Of The Advocacy Social-Emotional Learning Program On Emotional Competence, Thomas Lee Morgan, Amie B. Cieminski, Suzanne Marmo, Keisha Kayon Morgan

Education Faculty Publications

School leaders are integrating social and emotional skills content into their academic curriculum to create a supportive learning environment and improve the implicit curriculum. The Generation Schools Network (GSN) Advocacy Program is a comprehensive, multi-component schoolwide initiative designed to promote students' social-emotional competence, college and career readiness, and academic success. Overall, the GSN Advocacy Program represents a holistic approach that promotes the interconnectedness of social-emotional development and academic success, aiming to prepare students for the challenges and opportunities they will encounter. The study aimed to test for baseline equivalence between the comparison and intervention groups regarding school climate, leadership, school …


Documentation Of International Classification Of Headache Disorders Criteria In Patient Medical Records: A Retrospective Cohort Analysis., Michelle Pershing, Omkar Hirekhan, Azfar Syed, John O Elliott, Jonathan Toot Jan 2024

Documentation Of International Classification Of Headache Disorders Criteria In Patient Medical Records: A Retrospective Cohort Analysis., Michelle Pershing, Omkar Hirekhan, Azfar Syed, John O Elliott, Jonathan Toot

Ambulatory and Primary Care Articles

OBJECTIVE: To determine headache diagnosis and treatment patterns in the outpatient setting, focusing on documentation of the International Classification of Headache Disorders (ICHD) criteria.

DESIGN, SETTING, AND PARTICIPANTS: Retrospective cohort data were collected from electronic medical records of adults aged 18-35 who presented to resident-staffed family medicine outpatient clinics in the Midwest, USA, for a new or worsening headache between 2015 and 2016. Diagnosis codes were used to summarize the overall nature and prevalence of headaches. A random subset of 30 patients each for migraine headache (MGH) with and without aura and tension-type headache (TTH) were reviewed to determine how …


Pathophysiology Of Pain And Mechanisms Of Neuromodulation: A Narrative Review (A Neuron Project)., Marcin Karcz, Alaa Abd-Elsayed, Krishnan Chakravarthy, Mansoor M Aman, Natalie Strand, Mark N Malinowski, Usman Latif, David Dickerson, Tolga Suvar, Timothy Lubenow, Evan Peskin, Ryan D'Souza, Eric Cornidez, Andrew Dudas, Christopher Lam, Michael Farrell Ii, Geum Yeon Sim, Mohamad Sebai, Rosa Garcia, Lucas Bracero, Yussr Ibrahim, Syed Jafar Mahmood, Marco Lawandy, Daniel Jimenez, Leili Shahgholi, Kamil Sochacki, Mohamed Ehab Ramadan, Vinicius Tieppo Francio, Dawood Sayed, Timothy Deer Jan 2024

Pathophysiology Of Pain And Mechanisms Of Neuromodulation: A Narrative Review (A Neuron Project)., Marcin Karcz, Alaa Abd-Elsayed, Krishnan Chakravarthy, Mansoor M Aman, Natalie Strand, Mark N Malinowski, Usman Latif, David Dickerson, Tolga Suvar, Timothy Lubenow, Evan Peskin, Ryan D'Souza, Eric Cornidez, Andrew Dudas, Christopher Lam, Michael Farrell Ii, Geum Yeon Sim, Mohamad Sebai, Rosa Garcia, Lucas Bracero, Yussr Ibrahim, Syed Jafar Mahmood, Marco Lawandy, Daniel Jimenez, Leili Shahgholi, Kamil Sochacki, Mohamed Ehab Ramadan, Vinicius Tieppo Francio, Dawood Sayed, Timothy Deer

Neuroscience Articles

Pain serves as a vital innate defense mechanism that can significantly impact an individual's quality of life. Understanding the physiological effects of pain well plays an important role in developing novel pain treatments. Nociceptor neurons play a key role in pain and inflammation. Interactions between nociceptors and the immune system occur both at the site of injury and within the central nervous system. Modulating chemical mediators and nociceptor activity offers promising new approaches to pain management. Essentially, the sensory nervous system is essential for modulating the body's protective response, making it critical to understand these interactions to discover new pain …


Town Of Sugar Hill, New Hampshire 62nd Annual Report Year Ending December 31, 2023., Sugar Hill Town Representatives Jan 2024

Town Of Sugar Hill, New Hampshire 62nd Annual Report Year Ending December 31, 2023., Sugar Hill Town Representatives

Sugar Hill, NH Annual Reports

This is an annual report containing vital statistics for a town/city in the state of New Hampshire.


Mississippians In The Philippine Civil Service, 1901-1946, Bradley Brazzeal Jan 2024

Mississippians In The Philippine Civil Service, 1901-1946, Bradley Brazzeal

UL Publications

The Philippines became an American colony after the Spanish-American War of 1898, and complete independence was not granted until 1946. The Philippine Civil Service was established in 1901, and this publication examines the lives of various Mississippians who worked for the Philippine government during the American colonial period, focusing on those who either held a prominent position or spent at least five years in the Philippines.


The Personal Is Political: School Board Members’ Motivation For School Governance, Andrew Lobdell Jan 2024

The Personal Is Political: School Board Members’ Motivation For School Governance, Andrew Lobdell

Dissertations of Practice

Understanding the motivation behind school board members' governance is crucial for ensuring the effectiveness of public schools. This research aims to analyze the motivations of five newly elected board members and compare them with past research on governance and motivation. The leadership qualities of school superintendents also impact governance and can influence board members' motivations for running and serving their communities. Similarly, board members' motivations can affect how superintendents lead their districts and prioritize different topics. The research is divided into three papers. Paper 1 reviews existing literature and is organized into three distinct sections that explore school board governance, …


Skubitz, Joseph Collection, Special Collections And Archives Jan 2024

Skubitz, Joseph Collection, Special Collections And Archives

Finding Aids

Joe Skubitz was born on May 6, 1907 in Frontenac, Kansas. He attended Girard High School, graduating in 1926 and then attended the Kansas State Teachers College, now Pittsburg State University. He received bachelor’s and master’s degrees while working in public education, and in 1946 received a law degree from George Washington Law School. Skubitz ran for office in 1962 and represented the 5th District of Kansas as a Republican from 1963 to 1979. Among the things he worked towards were benefits for miners suffering from black lung, and to have the old fort at Fort Scott named a …


The Introduction And Spread Of Kudzu In Georgia, Ingrid E. Baker, Albert Way Jan 2024

The Introduction And Spread Of Kudzu In Georgia, Ingrid E. Baker, Albert Way

The Kennesaw Journal of Undergraduate Research

Kudzu’s popularity in Georgia was born of necessity; the economic ravages of the Great Depression together with persistent soil erosion and depletion had left Georgia’s farmers in need of a thrifty solution. Kudzu’s nitrogen-enriching leguminous properties, along with its success as an inexpensive grazing crop, made it an attractive solution to Georgia’s agricultural woes. Channing Cope, through his radio program and regular contributions to the Atlanta Constitution, was among kudzu’s most ardent defenders. Cope’s charisma and enthusiasm helped to popularize the vine among farmers and laymen alike. At the federal level, the Soil Conservation Service (SCS) financially incentivized farmers to …


Technological Advancements In China's Automation Industry: Economic Opportunities And Challenges, Jichen Tan Jan 2024

Technological Advancements In China's Automation Industry: Economic Opportunities And Challenges, Jichen Tan

Chulalongkorn University Theses and Dissertations (Chula ETD)

This study investigates the transformative impact of automation technology on China's manufacturing sector within the framework of the Fourth Industrial Revolution. It systematically examines the dual forces of opportunity and challenge through a SWOT (Strengths, Weaknesses, Opportunities, Threats) analytical lens. The findings indicate that automation has significantly accelerated China's industrial upgrading, enhanced productivity, and positioned the country as a global leader in sectors such as new energy vehicles and photovoltaics. However, the study also identifies persistent dependencies on foreign core technologies, fragmented industrial ecosystems, and social disruptions due to skill mismatches and labor displacement. To address these issues, the paper …


Network Pharmacology And Molecular Docking Reveals The Therapeutic Mechanism Of Musa Acuminata Against Obsessive-Compulsive Disorder, Hasan Ansari, Prekshi Garg, K. S. Rashmi, Grisilda Vidya Bernhardt Jan 2024

Network Pharmacology And Molecular Docking Reveals The Therapeutic Mechanism Of Musa Acuminata Against Obsessive-Compulsive Disorder, Hasan Ansari, Prekshi Garg, K. S. Rashmi, Grisilda Vidya Bernhardt

Open Access archive

Network pharmacology integrates systems biology and bioinformatics to explore the intricate relationships among drugs, targets, diseases, and other molecular docking used to explore the effect of Musa acuminata against obsessive-compulsive disorder (OCD). OCD is a behavioral and mental neurological condition. The occurrence of patients with OCD has increased in recent times due to both genetic and environmental factors. Genetic factors involve variations in certain genes that give instructions for proteins that react to or transport the neurotransmitter known as serotonin which has been associated with an increased risk of OCD. Thus, the present study aims to establish the therapeutic properties …


Development And Validation Of A Bedside Scale For Assessing Upper Limb Function Following Stroke: A Methodological Study., Dhaval Pawani, Abraham M. Joshua, Akshatha Nayak, Vijayakumar Palaniswamy Jan 2024

Development And Validation Of A Bedside Scale For Assessing Upper Limb Function Following Stroke: A Methodological Study., Dhaval Pawani, Abraham M. Joshua, Akshatha Nayak, Vijayakumar Palaniswamy

Open Access archive

Background: Numerous tools are available for evaluation of upper limb (UL) functions among stroke survivors. Despite the excellent psychometric properties, many require considerable amount of time, are resource-intensive, and often impractical for bedside evaluation. Objectives: To develop and concurrently validate a simple, resource-efficient, and time-efficient bedside tool for evaluating UL function in stroke survivors. Methods: Relevant literature review was carried out to conceptualize and define the theoretical framework of day-to-day UL movement tasks. Subsequently, an item pool of 18 UL movements was developed. A mini-Delphi method was employed to verify content validity. During the iterative rounds, 18-items were revised and …


Demystifying Multiple Sclerosis Diagnosis Using Interpretable And Understandable Artificial Intelligence, Krishnaraj Chadaga, Varada Vivek Khanna, Srikanth Prabhu, Niranjana Sampathila Jan 2024

Demystifying Multiple Sclerosis Diagnosis Using Interpretable And Understandable Artificial Intelligence, Krishnaraj Chadaga, Varada Vivek Khanna, Srikanth Prabhu, Niranjana Sampathila

Open Access archive

Multiple sclerosis (MS) is a dangerous illness that strikes the central nervous system. The body's immune system attacks myelin (an entity above the nerves) and impairs brain-to-body communication. To date, it is not possible to cure MS. However, symptoms can be managed, and treatments can be provided if the disease is diagnosed early. Hence, supervised machine learning (ML) algorithms and several hyperparameter tuning techniques, including Bayesian optimization, have been utilized in this study to predict MS in patients. Descriptive and inferential statistical analysis has been conducted before training the classifiers. The most essential markers were chosen using a technique called …