Digital Commons Network^™

A Human Rights Approach To Climate-Induced Displacement: A Case Study In Central America And Colombia, Camila Bustos, Juliana Vélez-Echeverri

Elisabeth Haub School of Law Faculty Publications

The past decade was the warmest decade ever recorded. As climate impacts intensify, numbers of people displaced and in need of relocation increase. International law has yet to adapt to a changing climate and its implications for those most vulnerable. Experts still debate whether the existing refugee regime could provide a solution for those displaced by climate across international borders, while national governments continue to reckon with the domestic implications of internal displacement fueled by climate impacts. In this article, we apply a human rights lens to climate induced displacement, drawing from two case studies to highlight the human rights …

Title Ix And "Menstruation Or Related Conditions", Bridget J. Crawford, Emily Gold Waldman, Marcy L. Karin, Naomi R. Cahn, Elizabeth B. Cooper, Margaret E. Johnson

Elisabeth Haub School of Law Faculty Publications

Title IX of the Education Amendments Act of 1972 (“Title IX”) prohibits sex discrimination in educational programs or activities receiving federal financial assistance. Neither the statute nor its implementing regulations explicitly define “sex” to include discrimination on the basis of menstruation or related conditions such as perimenopause and menopause. This textual absence has caused confusion over whether Title IX must be interpreted to protect students and other community members from all types of sex-based discrimination. It also calls into question the law's ability to break down systemic sex-based barriers related to menstruation in educational spaces. Absent an interpretation that there …

Menstruation In A Post-Dobbs World, Emily Gold Waldman, Bridget J. Crawford

Elisabeth Haub School of Law Faculty Publications

In this Essay, we re-examine our 2022 book, Menstruation Matters: Challenging the Law's Silence on Periods, through multiple related lenses, including the human rights, sustainability, and workplace issues emphasized by our three reviewers; the COVID-19 pandemic; and the Supreme Court's decision in Dobbs v. Jackson Women's Health Organization. All of these perspectives converge on the inherent dignity and autonomy interests in being able to manage one's own body. Menstruation and related conditions like breastfeeding, pregnancy, and menopause should not be sources of shame or stigma. Nor should they be vectors of formal control by the government or de facto exclusion …

Teaching Sustainable Business Law & The Role Of Esg Lawyers, Jason J. Czarnezki, Joshua Ulan Galperin, Brianna M. Grimes

Elisabeth Haub School of Law Faculty Publications

This Article is the second paper in a series laying out the emergence of sustainable business law and the role of ESG lawyers. The first paper, Sustainable Business Law? The Key Role of Corporate Governance and Finance, argues “that ‘sustainable business law’ has emerged as a distinct area of law” and “serves as an introductory explanation to define and understand the growing subject matter at the intersection of sustainability, business, and the law.” That paper also explores the key role that corporate governance and finance play in achieving sustainability, and suggests that “[a] future project for scholars ... is to …

A Brief Legal History Of Wisconsin Conservation, Jason J. Czarnezki, Carolyn Drell

Elisabeth Haub School of Law Faculty Publications

The State of Wisconsin's longstanding conservation ethic includes the passage of the Conservation Education Statute, which required conservation of natural resources be taught in public schools, and the creation of “Earth Day.” However, a lack of recent interest and scholarship in Wisconsin's important conversation history and development of conservation law has driven us to write this Article which offers a brief legal history of Wisconsin conservation--how the state's conservation values were expressed in law, how its natural resources law has evolved and what that has (and has not) embodied, and how Wisconsin helps us define modern concepts of “conservation.” Specifically, …

Lox Upregulates Fak Phosphorylation To Promote Metastasis In Osteosarcoma, Xiang Chen, Margaret Clement, M John Hicks, Poonam Sarkar, M Waleed Gaber, Tsz-Kwong Man

Faculty, Staff and Students Publications

Osteosarcoma is a malignant bone tumor that commonly occurs in the pediatric population. Despite the use of chemotherapy and surgery, metastasis remains to be the leading cause of death in patients with osteosarcoma. We have previously reported that cytoplasmic mislocalization of p27 is associated with a poor outcome in osteosarcoma. In this study, we further show that lysyl oxidase (LOX) expression was associated with p27 mislocalization. LOX is an enigmatic molecule that acts as a tumor suppressor or a metastatic promoter; however, its role in osteosarcoma is still unclear. Hence, we performed both

A Comparison Of Medical And Pharmacy Student Perspectives Of A Clinical Interprofessional Home-Visit Versus A Virtual Interprofessional Workshop, Anita B Major, Yuanyuan Zhou, Catherine L Hatfield, Kristina M Little, Natalie M Mondragon, Anne C Gill

Faculty, Staff and Students Publications

Background: No Place Like Home is a clinical interprofessional education (IPE) activity whereby pharmacy and medical students conduct home visits under the guidance and supervision of a clinical preceptor to homebound patients.

Purpose: We examined pharmacy and medical student perceptions of mastery of interprofessional competencies during an in-person clinical home visit pre-COVID-19 pandemic versus a virtual IPE learning activity consisting of didactic and case discussions in response to the global COVID-19 pandemic.

Methods: We administered the same modified Interprofessional Collaborative Competency Attainment Survey (ICCAS) instrument, which uses a five-point Likert scale, to both the in-person and the virtual IPE students …

Resident Education And Virtual Medicine: A Faculty Development Session To Enhance Trainee Skills In The Realm Of Telemedicine, Anna E Rueda, Ana C Monterrey, Margaret Wood, Linessa Zuniga, Betty Del Rio Rodriguez

Faculty, Staff and Students Publications

INTRODUCTION: COVID-19 accelerated the use of telemedicine. Subsequently, clinical sites began conducting virtual visits. Academic institutions implemented telemedicine for patient care and simultaneously had to teach residents the logistics and best practices. To meet this need, we developed a training session for faculty focused on telemedicine best practices and teaching telemedicine in the pediatric realm.

METHODS: We designed this training session based on institutional and society guidelines and faculty experience with telemedicine. Objectives included telemedicine documentation, triage, counseling, and ethical issues in telemedicine. We conducted all sessions in a 60-minute or 90-minute format over a virtual platform for small and …

Burnout During The Covid-19 Pandemic: A Report On Pediatric Residents, Linessa M Zuniga, Abigail Schuh, Alan Schwartz, Patricia Seo-Mayer, Rachel Cramton, Kira Sieplinga, Ruchi Kaushik, Lauren Nassetta, Jason H Homme, Jessica Babal, John D Mahan, Maneesh Batra

Faculty, Staff and Students Publications

Background and objective: The Pediatric Resident Burnout and Resilience Consortium (PRB-RSC) has described the epidemiology of burnout in pediatric residents since 2016. We hypothesized burnout rates during the pandemic would increase. We explored resident burnout during the COVID-19 pandemic and its relationship to resident perception of workload, training, personal life, and local COVID burden.

Methods: Since 2016, PRB-RSC has sent an annual, confidential survey to over 30 pediatric and medicine-pediatrics residencies. In 2020 and 2021, seven questions were added to explore the relationship of COVID-19 and perceptions of workload, training, and personal life.

Results: In 2019, 46 programs participated, 22 …

Development Of A Transition Program For Pediatric Patients With Renal Disease, Sahar Siddiqui, Cortney Taylor Zimmerman, Brittany Garza, Sai Kaumudi Saridey, Constance M Wiemann

Faculty, Staff and Students Publications

BACKGROUND: The transition from pediatric to adult health care is challenging for patients with renal disease and inadequate transition can lead to increased disease-related morbidity. We developed a structured health care transition (HCT) program that includes a joint two-step transition clinic; the first step is the pediatric clinic and second step is the adult clinic.

METHODS: Quality improvement methodology was utilized to establish an interdisciplinary transition team and conduct a needs assessment. Lack of a standardized HCT program was identified as a primary barrier to HCT. We utilized transition team and other stakeholder input to implement a transition program that …

Physiologic Profile Associated With Severe Multisystem Inflammatory Syndrome In Children: A Retrospective Study, Fabio Savorgnan, Alvaro Moreira, Axel Moreira, Ananth Annapragada, S Kristen Sexson Tejtel, Saul Flores, Craig G Rusin, Lara Shekerdemian, Sebastian Acosta

Faculty, Staff and Students Publications

OBJECTIVE: The purpose of this study was to describe the clinical presentation and physiologic profile of individuals with varying degrees of severity of multisystem inflammatory syndrome in children (MIS-C).

METHODS: We performed a retrospective study of children diagnosed with MIS-C admitted to a single quaternary children's hospital from May 2020 to April 2021. We created an MIS-C severity score using the following parameters: hospital admission status (e.g., floor vs intensive care unit), need for inotropic or vasoactive medications, and need for mechanical ventilation. Univariate and multivariate analyses were performed to associate risk factors corresponding to the MIS-C severity score.

RESULTS: …

The Many Faces Of Arrhythmogenic Cardiomyopathy: An Overview, Hanna J Tadros, Christina Y Miyake, Debra L Kearney, Jeffrey J Kim, Susan W Denfield

Faculty, Staff and Students Publications

Arrhythmogenic cardiomyopathy (AC) is a disease that involves electromechanical uncoupling of cardiomyocytes. This leads to characteristic histologic changes that ultimately lead to the arrhythmogenic clinical features of the disease. Initially thought to affect the right ventricle predominantly, more recent data show that it can affect both the ventricles or the left ventricle alone. Throughout the recent era, diagnostic modalities and criteria for AC have continued to evolve and our understanding of its clinical features in different age groups as well as the genotype to the phenotype correlations have improved. In this review, we set out to detail the epidemiology, etiologies, …

Extracorporeal Membrane Oxygenation Cannulation Timing In The Pediatric Myocarditis Population: An Exploratory Analysis From The Extracorporeal Life Support Organization Registry, Maria E Gutierrez, Marc Anders, Danielle Guffey, Susan W Denfield, Shriprasad R Deshpande, Satish K Rajagopal, Ravi R Thiagarajan, Peta M A Alexander, Javier J Lasa

Faculty, Staff and Students Publications

Children presenting with acute myocarditis may experience rapid clinical deterioration requiring extracorporeal membrane oxygenation (ECMO); however, our understanding of best practices and timing of ECMO initiation are lacking. We explored the relationships between pre-cannulation factors and survival in this high-acuity patient population.

DESIGN: Retrospective review of a large international registry. Primary outcome was survival to hospital discharge, stratified by incident cardiac arrest (CA) prior to ECMO and time to cannulation after intubation.

SETTING AND SUBJECTS: The Extracorporeal Life Support Organization registry was queried for patients less than or equal to 18 years old receiving ECMO support for myocarditis between 2007 …

Hereditary Pulmonary Arterial Hypertension Burden In Pediatrics: A Single Referral Center Experience, Maki Ishizuka, Wenxin Zou, Elise Whalen, Erin Ely, Ryan D Coleman, Dolores H Lopez-Terrada, Daniel J Penny, Yuxin Fan, Nidhy P Varghese

Faculty, Staff and Students Publications

INTRODUCTION: Hereditary pulmonary arterial hypertension (HPAH) is a rare yet serious type of pulmonary arterial hypertension (PAH). The burden in the pediatric population remains high yet underreported. The objective of this study is to describe the distribution of mutations found on targeted PAH panel testing at a large pediatric referral center.

METHODS: Children with PAH panel administered by the John Welsh Cardiovascular Diagnostic Laboratory at Texas Children's Hospital and Baylor College of Medicine in Houston, Texas between October 2012 to August 2021 were included into this study. Medical records were retrospectively reviewed for clinical correlation.

RESULTS: Sixty-six children with PAH …

Semi-Automated Construction Of Patient-Specific Aortic Valves From Computed Tomography Images, Dan Lior, Charles Puelz, Colin Edwards, Silvana Molossi, Boyce E Griffith, Ravi K Birla, Craig G Rusin

Faculty, Staff and Students Publications

This paper presents a semi-automatic method for the construction of volumetric models of the aortic valve using computed tomography angiography images. Although the aortic valve typically cannot be segmented directly from a computed tomography angiography image, the method described herein uses manually selected samples of an aortic segmentation derived from this image to inform the construction. These samples capture certain physiologic landmarks and are used to construct a volumetric valve model. As a demonstration of the capabilities of this method, valve models for 25 pediatric patients are created. A selected valve anatomy is used to perform fluid-structure interaction simulations using …

Biophysical Interactions Control The Progression Of Harmful Algal Blooms In Chesapeake Bay: A Novel Lagrangian Particle Tracking Model With Mixotrophic Growth And Vertical Migration, Jilian Xiong, Jian Shen, Qubin Qin, Michelle C. Tomlinson, Yinglong J. Zhang, Xun Cai, Fei Yi, Linlin Cui, Margaret R. Mulholland

OES Faculty Publications

Climate change and nutrient pollution contribute to the expanding global footprint of harmful algal blooms. To better predict their spatial distributions and disentangle biophysical controls, a novel Lagrangian particle tracking and biological (LPT-Bio) model was developed with a high-resolution numerical model and remote sensing. The LPT-Bio model integrates the advantages of Lagrangian and Eulerian approaches by explicitly simulating algal bloom dynamics, algal biomass change, and diel vertical migrations along predicted trajectories. The model successfully captured the intensity and extent of the 2020 Margalefidinium polykrikoides bloom in the lower Chesapeake Bay and resolved fine-scale structures of bloom patchiness, demonstrating a reliable …

The Importance Of Winter Dinoflagellate Blooms In Chesapeake Bay— A Missing Link In Bay Productivity, Nicole C. Millette, Sophie Clayton, Margaret R. Mulholland, Leah Gibala-Smith, Michael Lane

OES Faculty Publications

It is widely assumed that phytoplankton abundance and productivity decline during temperate winters because of low irradiance and temperatures. However, winter phytoplankton blooms commonly occur in temperate estuaries, but they are often undocumented because of reduced water quality monitoring in winter. The small body of in situ work that has been done on winter blooms suggests they can be of enormous consequence to ecosystems. However, because monitoring is often reduced or stopped altogether during winter, it is unclear how widespread these blooms are or how long they can last. We analyzed an over 30-year record of monthly phytoplankton monitoring samples …

Forniceal Deep Brain Stimulation In A Mouse Model Of Rett Syndrome Increases Neurogenesis And Hippocampal Memory Beyond The Treatment Period, Qi Wang, Bin Tang, Shuang Hao, Zhenyu Wu, Tingting Yang, Jianrong Tang

Faculty, Staff and Students Publications

BACKGROUND: Rett syndrome (RTT), caused by mutations in the X-linked gene encoding methyl-CpG binding protein 2 (MeCP2), severely impairs learning and memory. We previously showed that forniceal deep brain stimulation (DBS) stimulates hippocampal neurogenesis with concomitant improvements in hippocampal-dependent learning and memory in a mouse model of RTT.

OBJECTIVES: To determine the duration of DBS benefits; characterize DBS effects on hippocampal neurogenesis; and determine whether DBS influences MECP2 genotype and survival of newborn dentate granular cells (DGCs) in RTT mice.

METHODS: Chronic DBS was delivered through an electrode implanted in the fimbria-fornix. We tested separate cohorts of mice in contextual …

A Global Comparison Of Marine Chlorophyll Variability Observed In Eulerian And Lagrangian Perspectives, Angela M. Kuhn, Matthew Mazloff, Stephanie Dutkiewicz, Oliver Jahn, Sophie Clayton, Tatiana Rynearson, Andrew D. Barton

OES Faculty Publications

The California Current System is a diatom‐dominated region characterized by seasonal coastal upwelling and additional elevated mesoscale activity. Cyclonic mesoscale eddies in the region trap productive coastal waters with their planktonic communities and transport them offshore with limited interaction with surrounding waters, effectively acting as natural mesocosms, where phytoplankton populations undergo ecological succession as eddies age. This study examines diatom community composition within two mesoscale cyclonic eddies that formed in the same region of the California Current System 2 months apart and in the California Current waters surrounding them. The diatom communities were analyzed in the context of shifting environmental …

Global Oceanic Diazotroph Database Version 2 And Elevated Estimate Of Global N2 Fixation, Zhibo Shao, Yangchun Xu, Hua Wang, Weicheng Luo, Lice Wang, Yuhong Huang, Nona Sheila R. Agawin, Ayaz Ahmed, Mar Benavides, Mikkel Bentzon-Tilia, Ilana Berman-Frank, Hugo Berthelot, Isabelle C. Biegala, Mariana B. Bif, Antonio Bode, Sophie Bonnet, Deborah A. Bronk, Mark V. Brown, Lisa Campbell, Ya-Wei Luo

OES Faculty Publications

Marine diazotrophs convert dinitrogen (N₂) gas into bioavailable nitrogen (N), supporting life in the global ocean. In 2012, the first version of the global oceanic diazotroph database (version 1) was published. Here, we present an updated version of the database (version 2), significantly increasing the number of in situ diazotrophic measurements from 13 565 to 55 286. Data points for N₂ fixation rates, diazotrophic cell abundance, and nifH gene copy abundance have increased by 184 %, 86 %, and 809 %, respectively. Version 2 includes two new data sheets for the nifH gene copy abundance of non-cyanobacterial …

Acidification Of Northeastern Usa Lakes From Rising Anthropogenic-Sourced Atmospheric Carbon Dioxide And Its Effects On Aluminum Speciation, Karen H. Johannesson, Jaxon Dii Horne, Anant Misra, Catherine Aliperta, Orpheus V. Meletis, Robert C. Santore, Christopher D. White, Georgia Mavrommati, David J. Burdige

OES Faculty Publications

The impact of rising atmospheric CO₂ (pCO₂^atm) from anthropogenic activities on pH, dissolved inorganic carbon, carbonate mineral saturation, and aluminum (Al) speciation is evaluated for 18 northeastern USA lakes using polythermal, sliding activity reaction path models. pCO₂^atm was forced using two scenarios from the IPCC's Sixth Assessment Report in which pCO₂^atm attains either 600 or 1,100 ppm in 2,100. Results suggest pH will decrease 0.15 and 0.32 pH units, _aCO^2-₃ will decrease 24% and 49%, and Ω_aragonite will decrease 21% and 45%, respectively. These changes are of the same …

Initial Insights Into The Genetic Variation Associated With Metformin Treatment Failure In Youth With Type 2 Diabetes, Shylaja Srinivasan, Ling Chen, Miriam Udler, Jennifer Todd, Megan M Kelsey, Morey W Haymond, Silva Arslanian, Philip Zeitler, Rose Gubitosi-Klug, Kristen J Nadeau, Katherine Kutney, Neil H White, Josephine H Li, James A Perry, Varinderpal Kaur, Laura Brenner, Josep M Mercader, Adem Dawed, Ewan R Pearson, Sook-Wah Yee, Kathleen M Giacomini, Toni Pollin, Jose C Florez

Faculty, Staff and Students Publications

Metformin is the first-line treatment for type 2 diabetes (T2D) in youth but with limited sustained glycemic response. To identify common variants associated with metformin response, we used a genome-wide approach in 506 youth from the Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) study and examined the relationship between T2D partitioned polygenic scores (pPS), glycemic traits, and metformin response in these youth. Several variants met a suggestive threshold (P < 1 × 10−6), though none including published adult variants reached genome-wide significance. We pursued replication of top nine variants in three cohorts, and rs76195229 in ATRNL1 was associated with worse metformin response in the Metformin Genetics Consortium (n = 7,812), though statistically not being significant after Bonferroni correction (P …

Long-Term Neuropsychological Outcomes In Children With Febrile Infection-Related Epilepsy Syndrome (Fires) Treated With Anakinra, Anima Shrestha, E Lynne Wood, Gretchen Berrios-Siervo, Coral M Stredny, Katrina Boyer, Clemente Vega, Srishti Nangia, Eyal Muscal, Krista Eschbach

Faculty, Staff and Students Publications

BACKGROUND: Febrile-infection related epilepsy syndrome (FIRES) is a rare epilepsy syndrome in which a previously healthy individual develops refractory status epilepticus in the setting of a preceding febrile illness. There are limited data regarding detailed long-term outcomes. This study aims to describe the long-term neuropsychological outcomes in a series of pediatric patients with FIRES.

METHODS: This is a retrospective multi-center case series of pediatric patients with a diagnosis of FIRES treated acutely with anakinra who had neuropsychological testing at least 12 months after status epilepticus onset. Each patient underwent comprehensive neuropsychological evaluation as part of routine clinical care. Additional data …

Global Regulatory Reforms To Promote Equitable Vaccine Access In The Next Pandemic, Richard Mahoney, Peter J Hotez, Maria Elena Bottazzi

Faculty, Staff and Students Publications

There is broad consensus that the global response to the Covid-19 pandemic was inadequate, leading to unacceptable levels of avoidable morbidity and mortality. Three strategic missteps led to the lack of equitable vaccine access: The heavy reliance on commercial vaccine manufacturers in high-income countries (HICs) versus low- and middle-income countries (LMICs); the emergence of vaccine nationalism restricting and delaying the supply of vaccines to LMICs; and an inadequate support or recognition for LMIC national regulatory authorities. To avoid these inequities in a future pandemic, we focus on three successful vaccine development and technology transfer case studies-the Hepatitis B vaccine produced …

Heterologous Mrna-Protein Vaccination With Tc24 Induces A Robust Cellular Immune Response Against Trypanosoma Cruzi, Characterized By An Increased Level Of Polyfunctional Cd8+ T-Cells, Cristina Poveda, Ana Carolina Leão, Chiara Mancino, Francesca Taraballi, Yi-Lin Chen, Rakesh Adhikari, Maria Jose Villar, Rakhi Kundu, Duc M Nguyen, Leroy Versteeg, Ulrich Strych, Peter J Hotez, Maria Elena Bottazzi, Jeroen Pollet, Kathryn M Jones

Faculty, Staff and Students Publications

Tc24 is a Trypanosoma cruzi-derived flagellar protein that, when formulated with a TLR-4 agonist adjuvant, induces a balanced immune response in mice, elevating IgG2a antibody titers and IFN-γ levels. Furthermore, vaccination with the recombinant Tc24 protein can reduce parasite levels and improve survival during acute infection. Although some mRNA vaccines have been proven to elicit a stronger immune response than some protein vaccines, they have not been used against T. cruzi. This work evaluates the immunogenicity of a heterologous prime/boost vaccination regimen using protein and mRNA-based Tc24 vaccines. Mice (C57BL/6) were vaccinated twice subcutaneously, three weeks apart, with …

Development Of A Clinical Prediction Model For Diabetes In Chronic Pancreatitis: The Predict3c Study, Christie Jeon, Phil A Hart, Liang Li, Yunlong Yang, Eleanor Chang, Melena D Bellin, William E Fisher, Evan L Fogel, Christopher E Forsmark, Walter G Park, Stephen K Van Den Eeden, Santhi Swaroop Vege, Jose Serrano, David C Whitcomb, Dana K Andersen, Darwin L Conwell, Dhiraj Yadav, Mark O Goodarzi

Faculty, Staff and Students Publications

OBJECTIVE: Diabetes that arises from chronic pancreatitis (CP) is associated with increased morbidity and mortality. Methods to predict which patients with CP are at greatest risk for diabetes are urgently needed. We aimed to examine independent risk factors for diabetes in a large cohort of patients with CP.

RESEARCH DESIGN AND METHODS: This cross-sectional study comprised 645 individuals with CP enrolled in the PROCEED study, of whom 276 had diabetes. We conducted univariable and multivariable regression analyses of potential risk factors for diabetes. Model performance was assessed by area under the receiver operating characteristic curve (AUROC) analysis, and accuracy was …

Gut Check: Assessing The Role Of The Gut Microbiota In The Adverse Cardiovascular Effects Of Obstructive Sleep Apnoea, David J Durgan, Ramon Farré

Faculty, Staff and Students Publications

No abstract provided.

Camkiiδ Gene Editing- A Base Hit For The Heart, Christopher J Walkey, William R Lagor

Faculty, Staff and Students Publications

No abstract provided.

Role Of Ca2+ In Healthy And Pathologic Cardiac Function: From Normal Excitation–Contraction Coupling To Mutations That Cause Inherited Arrhythmia, Joshua A Keefe, Oliver M Moore, Kevin S Ho, Xander H T Wehrens

Faculty, Staff and Students Publications

Calcium (Ca2+) ions are a key second messenger involved in the rhythmic excitation and contraction of cardiomyocytes throughout the heart. Proper function of Ca2+-handling proteins is required for healthy cardiac function, whereas disruption in any of these can cause cardiac arrhythmias. This comprehensive review provides a broad overview of the roles of Ca2+-handling proteins and their regulators in healthy cardiac function and the mechanisms by which mutations in these proteins contribute to inherited arrhythmias. Major Ca2+ channels and Ca2+-sensitive regulatory proteins involved in cardiac excitation–contraction coupling are discussed, with special emphasis on the function of the RyR2 macromolecular complex. Inherited …

Misinformation Containment Using Nlp And Machine Learning: Why The Problem Is Still Unsolved, Vishnu S. Pendyala

Faculty Research, Scholarly, and Creative Activity

Despite the increased attention and substantial research into it claiming outstanding successes, the problem of misinformation containment has only been growing in the recent years with not many signs of respite. Misinformation is rapidly changing its latent characteristics and spreading vigorously in a multi-modal fashion, sometimes in a more damaging manner than viruses and other malicious programs on the internet. This chapter examines the existing research in natural language processing and machine learning to stop the spread of misinformation, analyzes why the research has not been practical enough to be incorporated into social media platforms, and provides future research directions. …