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2023

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Code And Prejudice: Regulating Discriminatory Algorithms, Bernadette M. Coyle Dec 2023

Code And Prejudice: Regulating Discriminatory Algorithms, Bernadette M. Coyle

Washington and Lee Law Review Online

In an era dominated by efficiency-driven technology, algorithms have seamlessly integrated into every facet of daily life, wielding significant influence over decisions that impact individuals and society at large. Algorithms are deliberately portrayed as impartial and automated in order to maintain their legitimacy. However, this illusion crumbles under scrutiny, revealing the inherent biases and discriminatory tendencies embedded in ostensibly unbiased algorithms. This Note delves into the pervasive issues of discriminatory algorithms, focusing on three key areas of life opportunities: housing, employment, and voting rights. This Note systematically addresses the multifaceted issues arising from discriminatory algorithms, showcasing real-world instances of algorithmic …


Artificial Intelligence And Transformative Use After Warhol, Gary Myers Dec 2023

Artificial Intelligence And Transformative Use After Warhol, Gary Myers

Washington and Lee Law Review Online

The Supreme Court’s recent decision in Andy Warhol Foundation for the Visual Arts, Inc. v. Goldsmith clarifies the scope of transformative use and the role of these uses in the fair use analysis. This important case has implications for a fair use analysis of artificial intelligence. This article evaluates the interaction between copyright law’s fair use doctrine and typical sources and uses for artificial intelligence. In other words, the article will assess whether or not the use of copyrighted material to “train” AI programs—AI inputs—and the products of AI programs—AI outputs—are likely to found to be transformative in light of …


#Metoo & The Courts: The Impact Of Social Movements On Federal Judicial Decisionmaking, Carol T. Li, Matthew E.K. Hall, Veronica Root Martinez Dec 2023

#Metoo & The Courts: The Impact Of Social Movements On Federal Judicial Decisionmaking, Carol T. Li, Matthew E.K. Hall, Veronica Root Martinez

Washington and Lee Law Review Online

In late 2017, the #MeToo movement swept through the United States as individuals from all backgrounds and walks of life revealed their experiences with sexual abuse and sexual harassment. After the #MeToo movement, many scholars, advocates, and policymakers posited that the watershed moment would prompt changes in the ways in which sexual harassment cases were handled. This Article examines the impact the #MeToo movement has had on judicial decisionmaking. Our hypothesis is that the #MeToo movement’s increase in public awareness and political attention to experiences of sexual misconduct should lead to more pro-claimant voting in federal courts at the district …


Sparking Joy In The University Of North Florida Rare Books Collection: A Case Study In Reappraisal And Deaccessioning, Susan Swiatosz Dec 2023

Sparking Joy In The University Of North Florida Rare Books Collection: A Case Study In Reappraisal And Deaccessioning, Susan Swiatosz

Library Faculty Presentations & Publications

When it comes to collection reappraisal or deaccessioning, rare book or non-circulating research collections are often overlooked until space considerations bring the issue to the forefront. After all, no librarian likes discarding books, particularly historic ones. This case study shows how the Special Collections and University Archives at the University of North Florida reappraised a rare books collection and created collecting criteria to aid in the disposition of rare and non-circulating books. Although lack of space was clearly a pressing issue, the rare and non-circulating book collection at UNF lacked development guidance for many years, becoming unwieldy and no longer …


Phytochemical Investigation On The Aerial Parts Of Veratrum Versicolor F. Viride Nakai And Their Biological Activities, Seong Su Hong, Jae Yeon Lee, Yeon Woo Jeong, Ji Eun Lee, Yun-Hyeok Choi, Wonsik Jeong, Eun-Kyung Ahn, Chun Whan Choi, Il Ho Ahn, Joa Sub Oh Dec 2023

Phytochemical Investigation On The Aerial Parts Of Veratrum Versicolor F. Viride Nakai And Their Biological Activities, Seong Su Hong, Jae Yeon Lee, Yeon Woo Jeong, Ji Eun Lee, Yun-Hyeok Choi, Wonsik Jeong, Eun-Kyung Ahn, Chun Whan Choi, Il Ho Ahn, Joa Sub Oh

Turkish Journal of Chemistry

Veratrum spp. have traditionally been used in folk medicine to treat various pathologies. In this study, nine compounds, comprising one simple phenolic compound (1), three stilbenoids (2–4), and five flavonoids (5–9), were isolated from the aerial parts of Veratrum versicolor f. viride Nakai. The structures of these compounds were elucidated by spectroscopic analyses and comparison with reported data. Together, all reported compounds were isolated from V. versicolor f. viride for the first time in the study. Among them, two flavone aglycone tricetins (7 and 9) have never been isolated from the genus Veratrum or the family Melanthiaceae. The ethanol extract …


Comparing Ait And Eft In Reduction Of Negative Emotions Associated With A Past Memory: A Randomized Control Study, Gregory Brown, Kavita Batra, Emily Dorin, Raveena Bakhru, Andrew Han, Arianna Palermini, Robert Sottile, Sherine Khanbijian, Michael Hower Dec 2023

Comparing Ait And Eft In Reduction Of Negative Emotions Associated With A Past Memory: A Randomized Control Study, Gregory Brown, Kavita Batra, Emily Dorin, Raveena Bakhru, Andrew Han, Arianna Palermini, Robert Sottile, Sherine Khanbijian, Michael Hower

Psychiatry & Behavioral Health Faculty Research

Advanced Integrative Therapy [AIT] is an Energy Psychology-based system of intervention utilized by psychotherapists since the late 1990s. Recently, a study investigated the perceptions of therapists regarding the effectiveness of AIT in reducing negative emotions related to past traumatic events. Emotional Freedom Techniques (EFT) are a set of well-researched Energy Psychology based interventions which have been established as an effective intervention for post-traumatic stress disorder. This study is the first to compare the effectiveness of AIT to EFT in reducing negative emotions associated with a particular memory in a sample of college and professional students, who were randomly assigned to …


L2 Investment In The Transnational Context: A Case Study Of Prc Scholar Students In Singapore, Chang Liu, Guangxiang Liu Dec 2023

L2 Investment In The Transnational Context: A Case Study Of Prc Scholar Students In Singapore, Chang Liu, Guangxiang Liu

Journal of English and Applied Linguistics

Despite growing research on mainland Chinese international students’ intercultural language learning and adjustment experiences in Anglophone countries, few studies have delved into these students’ socially constructed language learning practices as an essential component of their study-abroad journey, especially in Singapore which shares linguistic and cultural affinities with China. As such, building on Darvin and Norton’s (2015) theory of investment at the intersection of identity, capital, and ideology, this case study focuses on Chinese foreign talent students in Singapore and aims to understand how they invest in learning English as an additional language (L2) and assert their legitimate place in the …


P53r245w Mutation Fuels Cancer Initiation And Metastases In Nash-Driven Liver Tumorigenesis, Denada Dibra, Mihai Gagea, Yuan Qi, Gilda P Chau, Xiaoping Su, Guillermina Lozano Dec 2023

P53r245w Mutation Fuels Cancer Initiation And Metastases In Nash-Driven Liver Tumorigenesis, Denada Dibra, Mihai Gagea, Yuan Qi, Gilda P Chau, Xiaoping Su, Guillermina Lozano

Faculty, Staff and Student Publications

Obesity is a significant global health concern. Non-alcoholic fatty liver disease and non-alcoholic steatohepatitis (NASH) are common risk factors for hepatocellular carcinoma (HCC) and are closely associated with metabolic comorbidities, including obesity and diabetes. The TP53 tumor suppressor is the most frequently mutated gene in liver cancers, with half of these alterations being missense mutations. These mutations produce highly abundant proteins in cancer cells which have both inhibitory effects on wildtype (WT) p53, and gain-of-function (GOF) activities that contribute to tumor progression. A Western diet increases p53 activity in the liver. To elucidate the functional consequences of Trp53 mutations in …


Viral Targeting Of Importin Alpha-Mediated Nuclear Import To Block Innate Immunity, Olivia A Vogel, Jade K Forwood, Daisy W Leung, Gaya K Amarasinghe, Christopher F Basler Dec 2023

Viral Targeting Of Importin Alpha-Mediated Nuclear Import To Block Innate Immunity, Olivia A Vogel, Jade K Forwood, Daisy W Leung, Gaya K Amarasinghe, Christopher F Basler

2020-Current year OA Pubs

Cellular nucleocytoplasmic trafficking is mediated by the importin family of nuclear transport proteins. The well-characterized importin alpha (IMPA) and importin beta (IMPB) nuclear import pathway plays a crucial role in the innate immune response to viral infection by mediating the nuclear import of transcription factors such as IRF3, NFκB, and STAT1. The nuclear transport of these transcription factors ultimately leads to the upregulation of a wide range of antiviral genes, including IFN and IFN-stimulated genes (ISGs). To replicate efficiently in cells, viruses have developed mechanisms to block these signaling pathways. One strategy to evade host innate immune responses involves blocking …


Comparative Histological Study On The Algerian Thymus Ciliatus At Different Phenological Stages, Nina Sadou, Ratiba Seridi, Hamdi Bendif Dec 2023

Comparative Histological Study On The Algerian Thymus Ciliatus At Different Phenological Stages, Nina Sadou, Ratiba Seridi, Hamdi Bendif

Journal of Bioresource Management

The aim of the current study was to compare the histological observations of stems, leaves, and different secretory structures of Thymus ciliatus at three phenological stages. The anatomical observations of stems, leaves, and glandular trichomes were carried out by light microscopy. The results showed that phenological stages do not affect significantly the anatomical, whereas there was a significant increase in secretory trichomes. The glandular trichomes are distributed on the surface of the stems and the leaves. There are only two distinct types of secretory trichomes, Peltate consisting of a basal cell, a stalk cell, and an 8-celled head type, which …


Uncertainty Quantification Of Live Load Effect In Buried Rc Box Culverts, Mohd Firoj Dec 2023

Uncertainty Quantification Of Live Load Effect In Buried Rc Box Culverts, Mohd Firoj

Dissertations and Theses

Although buried and mostly invisible to the traveling public, bridge-sized culverts (i.e., culverts with span around or longer than 20 ft) account for a large proportion of state-managed bridges. As per Oregon Department of Transportation inventory, there are approximately 35,000 culverts in the state highway system. Among them, 10,862 are in poor conditions and need to be analyzed for load rating purposes. The prediction and understanding of live load effects in culverts are crucial to the design, evaluation, and life-cycle maintenance of culverts. These live load effects include maximum bending moments and shear forces at different critical cross sections.

This …


Improved Design For Horizontal Axis Wind Turbine Blades With Winglets, Hamza Ben Ahmadi, Yousef Abdulbari Atfah, Catherine Kamal Samy, Lujain Subhi, Haya Fares Turkmani, Sharul Sham Dol Dec 2023

Improved Design For Horizontal Axis Wind Turbine Blades With Winglets, Hamza Ben Ahmadi, Yousef Abdulbari Atfah, Catherine Kamal Samy, Lujain Subhi, Haya Fares Turkmani, Sharul Sham Dol

Platform: A Journal of Engineering (PAJE)

The horizontal axis wind turbine blades are modified to enhance the turbine's aerodynamic performance. The performance of the modified geometry was evaluated by comparing the lift, drag and torque findings to the same propeller with a straight leading edge. The symmetrical airfoil of NACA 0012 was chosen for the turbine blade profiles. The computational fluid dynamics (CFD) simulation was performed using the shear stress transport (SST) k-ω turbulence model to capture the vortical structures for the inlet wind speed of 20 m/s. From the simulation results, it has been shown that the four blades with winglets at 15° angle of …


Whither India’S Development: Toward Being A Super Power Or A Super Civilization?, Pradip Khandwalla Dec 2023

Whither India’S Development: Toward Being A Super Power Or A Super Civilization?, Pradip Khandwalla

Markets, Globalization & Development Review

This commentary was triggered by my reading a lecture delivered by Saurabh Kumar, a former student of mine at Indian Institute of Management, who later served as India’s ambassador in various countries and international bodies. He bemoaned that China had much greater status in global affairs than India. Many others in India hanker for a super power status for India. I find this concern to be somewhat misguided. India should be aiming to be a great civilization, rather than a domineering superpower. The record of all the superpowers till now has been quite spotty in humane terms. My vision for …


The European Lurch To The Right, Arjun Appadurai Dec 2023

The European Lurch To The Right, Arjun Appadurai

Emancipations: A Journal of Critical Social Analysis

The most recent signs of a widened swing to the Right in Europe require us to look further afield, to countries like the USA, Russia, Argentina and India. In this perspective, the most troubling trend is that the failure of neo-liberal policies around the world appears to feed support for the Right, and not for the Left.


Symmetry And Solidarity In The Settler Colony Revisiting Albert Camus’S Algerian Writings, Alberto Toscano Dec 2023

Symmetry And Solidarity In The Settler Colony Revisiting Albert Camus’S Algerian Writings, Alberto Toscano

Emancipations: A Journal of Critical Social Analysis

In a critical engagement with Marc Crépon's Murderous Consent, this essay revisits Albert Camus's writings on Algeria, from 1939 to the throes of the war of independence. Against the argument that Camus's work can provide a moral and philosophical compass for a critique of violence, it explores the effects that Camus's complex identification with France and its project of settler-colonialism in North Africa has on his understanding of the resistance, and eventually the war, of natives against the pieds-noir and the power of the colonial metropole. Camus toggles between presenting violence in the settler-colony as somehow symmetrical (marked by …


Contract, Status And The Bonds Of Welfare, Kenneth Veitch Dec 2023

Contract, Status And The Bonds Of Welfare, Kenneth Veitch

Emancipations: A Journal of Critical Social Analysis

This article explores the relationship between contract and status in the context of contemporary social policy. Using examples of contract in the areas of unemployment policy (what is here called the workfare contract) and what has become known as the financialisation of the welfare state (Social Impact Bonds), the article identifies the types of bonds and obligations involved in those contracts and their sources. Drawing critically on Émile Durkheim and Max Weber’s work on the history and pre-history of contract, it is argued that issues of status – the status of the unemployed and capital, amongst others – lie at …


Shaping A Crisis, Constructing Addiction: Discursive Depoliticization Of British Columbia’S Drug Policy, Hope Robinson Dec 2023

Shaping A Crisis, Constructing Addiction: Discursive Depoliticization Of British Columbia’S Drug Policy, Hope Robinson

Emancipations: A Journal of Critical Social Analysis

This analysis sets out to inquire why the comprehensive public health response to the alarming surge in illicit opioid and stimulant-related fatalities in the Canadian province of British Columbia has not yielded the intended results, despite its forward-thinking policies grounded in a concern for health over criminalization (Govt of BC, 2016; Burton et al., 2021). I will claim that this purportedly progressive approach to public health has been ineffective because it fails to address the socio-political drivers of the overdose crisis. Relating the work of cultural anthropologist Philippe Bourgois on drug use as a coping mechanism and Carol Bacchi’s ontopolitical …


Brand Activism And Democratic Legitimacy: Exploring Pitfalls Through A Habermasian Analysis, Roxan Degeyter Dec 2023

Brand Activism And Democratic Legitimacy: Exploring Pitfalls Through A Habermasian Analysis, Roxan Degeyter

Emancipations: A Journal of Critical Social Analysis

Brand activism has emerged as a prominent practice among corporations, as they publicly take a stand on contentious socio-political issues such as gender inequality, climate change, or discrimination, often through advertising. While extensive research has been conducted on the impact of brand activism as a marketing tool, examining its effects on sales, brand image, consumer attitudes, and authenticity, only a limited number of studies have studied its influence on public debate and processes of democratic legitimation. The latter have portrayed brand activism as an empowering force for the supported social movements, the public sphere, and democratic legitimacy, largely ignoring the …


Collaborating To Conduct A Child Welfare Workforce Needs Assessment And Select An Intervention, Quality Improvement Center For Workforce Development (Qic-Wd) Dec 2023

Collaborating To Conduct A Child Welfare Workforce Needs Assessment And Select An Intervention, Quality Improvement Center For Workforce Development (Qic-Wd)

Other QIC-WD Products

OVERVIEW OF EXPLORATION PHASE

The QIC-WD Continuous Workforce Development Process includes four major phases: Exploration, Installation, Initial Implementation, and Full Implementation . The goal of the Exploration phase is to identify and plan for implementation of a workforce strategy to find and/or keep good employees. This document provides supplemental guidance to the materials available through the Permanency Innovations Initiative, with adaptations for workforce applications. Steps 1–6 below are covered here.

Steps of Exploration Phase

  1. Identify the problem we want to solve and what outcome(s) we want to target
  2. Identify the population we intend to target
  3. Identify potential causes of workforce …


Review Of Mozart And The Mediation Of Childhood, Emily Bruce Dec 2023

Review Of Mozart And The Mediation Of Childhood, Emily Bruce

History Publications

Review of: Mozart and the Mediation of Childhood By Adeline Mueller. Chicago and London: The University of Chicago Press, 2021. Pp. 288. Cloth $55.00. ISBN: 978-0226629667.


Toxoplasma Membrane Inositol Phospholipid Binding Protein Tgremind Is Essential For Secretory Organelle Function And Host Infection, Rodrigue Houngue, Lamba Omar Sangaré, Tchilabalo Dilezitoko Alayi, Aissatou Dieng, Tristan Bitard-Feildel, Claire Boulogne, Christian Slomianny, Cynthia Menonve Atindehou, Lucie Ayi Fanou, Yetrib Hathout, Isabelle Callebaut, Stanislas Tomavo Dec 2023

Toxoplasma Membrane Inositol Phospholipid Binding Protein Tgremind Is Essential For Secretory Organelle Function And Host Infection, Rodrigue Houngue, Lamba Omar Sangaré, Tchilabalo Dilezitoko Alayi, Aissatou Dieng, Tristan Bitard-Feildel, Claire Boulogne, Christian Slomianny, Cynthia Menonve Atindehou, Lucie Ayi Fanou, Yetrib Hathout, Isabelle Callebaut, Stanislas Tomavo

Pharmacy Faculty Scholarship

Apicomplexan parasites possess specialized secretory organelles called rhoptries, micronemes, and dense granules that play a vital role in host infection. In this study, we demonstrate that TgREMIND, a protein found in Toxoplasma gondii, is necessary for the biogenesis of rhoptries and dense granules. TgREMIND contains a Fes-CIP4 homology-Bin/Amphiphysin/Rvs (F-BAR) domain, which binds to membrane phospholipids, as well as a novel uncharacterized domain that we have named REMIND (regulator of membrane-interacting domain). Both the F-BAR domain and the REMIND are crucial for TgREMIND functions. When TgREMIND is depleted, there is a significant decrease in the abundance of dense granules and abnormal …


Correlation Of Thyroid Stimulating Hormone (Tsh), T3, And T4 Hormones With Histopathological Characteristics Of Thyroid Cancer At Cipto Mangunkusumo General Hospital, Ahmad Kurnia, Kristaninta Bangun, Fatahillah Muazdhani Dec 2023

Correlation Of Thyroid Stimulating Hormone (Tsh), T3, And T4 Hormones With Histopathological Characteristics Of Thyroid Cancer At Cipto Mangunkusumo General Hospital, Ahmad Kurnia, Kristaninta Bangun, Fatahillah Muazdhani

The New Ropanasuri Journal of Surgery

Introduction. In a study spanning 2008 to 2012 at Cipto Mangunkusumo General Hospital (CMGH) Jakarta, 668 cases of thyroid cancer were identified among 18,216 cancer cases. Globally, the papillary subtype is prevalent, and prior research indicates a link between thyroid hormone changes and thyroid carcinoma risk. To improve surgical care, this study aims to find the association between thyroid hormone levels and histological subtypes in thyroid carcinoma patients.

Method. This cross-sectional study focused on thyroid cancer patients managed from 2013 to 2017. Despite subjects' characteristics, thyroid hormone levels and histopathological findings were the variables of interest. The findings were analyzed …


Comparative Conceptual Metaphors In Thai Politics: A Case Study Before The Elections In 2001, 2007, And 2023, Theewara Saengin Dec 2023

Comparative Conceptual Metaphors In Thai Politics: A Case Study Before The Elections In 2001, 2007, And 2023, Theewara Saengin

Journal of Letters

The changes in Thailand’s electoral system over a period of more than 20 years have influenced the use of language that reflects the perspectives of people in Thai society. This article aims to (1) study Thai political metaphors before the 2023 elections in political analysis articles in the ThaiRath online newspaper between October 1 and December 31, 2022, and (2) compare Thai political metaphors before the 2023 elections with those in 2001 and 2007 using a conceptual metaphor framework for comparing one thing to another through a process of mapping meaning from a source domain to a target domain, as …


Matter Of Promenade Nelson Apts., Llc V. New York State Div. Of Hous. & Community Renewal Dec 2023

Matter Of Promenade Nelson Apts., Llc V. New York State Div. Of Hous. & Community Renewal

All Decisions

No abstract provided.


Ai-Enabled Assessment Of Roadway Integrity: Forecasting Bitumen Deformation And Road Stability Throughout The Lifecycle Under Traffic Impact, Sabahudin Vrtagic, Milan Dordevic, Fatih Dogan, Muhammed Codur, Mario Hoxha, Edis Softic Dec 2023

Ai-Enabled Assessment Of Roadway Integrity: Forecasting Bitumen Deformation And Road Stability Throughout The Lifecycle Under Traffic Impact, Sabahudin Vrtagic, Milan Dordevic, Fatih Dogan, Muhammed Codur, Mario Hoxha, Edis Softic

Materials Science and Engineering Faculty Research & Creative Works

Asphalt-paved Road junctions frequently encounter deformation and degradation challenges due to heavy vehicular traffic and varying climatic conditions, such as temperature fluctuations and precipitation. This study employs a multifaceted approach, incorporating a Multilayer Perceptron (MLP) model, ancillary machine learning techniques, and optimization methodologies, to address these challenges effectively. The primary objectives are the prediction and analysis of pavement deformation, the optimization of maintenance strategies, and the evaluation of road effectiveness. Our findings underscore the substantial contribution of heavy vehicles to road erosion and the profound impact of vehicular retention and braking at intersections. A Multilayer Perceptron (MLP) model is utilized …


Deep Change Theory: Implications For Educational Development Leaders, Caitlin Martin, Elizabeth Wardle Dec 2023

Deep Change Theory: Implications For Educational Development Leaders, Caitlin Martin, Elizabeth Wardle

Publications

While chapters 1 and 2 explore the promise of theoretical frameworks for making conceptual change that leads to innovative action around teaching and learning in higher education, they also point out the challenges to this kind of work as teams of faculty strive to lead change in their programs and departments after completing the program. To summarize our claims thus far: one of the goals for the HCWE Faculty Writing Fellows Program is to empower faculty who participate to return to their departments to make programmatic changes—changes they identify as central to their work and values and program culture. The …


School Environment As Barrier To Effective Academic Performance Among Students With Physical Disabilities In Ilorin Metropolis, Florence Bosede Famolu Dec 2023

School Environment As Barrier To Effective Academic Performance Among Students With Physical Disabilities In Ilorin Metropolis, Florence Bosede Famolu

Jurnal Kajian Bimbingan dan Konseling

Insufficient infrastructural facilities make it difficult for a large number of students with visual and mobility impairment to walk around the campus and attend lectures. Also, fewer than ideal library facilities decrease the amount of study resources that are available to these students. This study investigated the school environment as barrier to effective academic performance among students with physical disabilities in the Ilorin metropolis, Kwara State. The descriptive survey of a correlational type was implemented using purposive sampling for this study. A purposive sampling technique was used to select 98 students in the Ilorin metropolis with physical disabilities, and the …


Compcorona: A Web Application For Comparative Transcriptome Analyses Ofcoronaviruses Reveals Sars-Cov-2-Specific Host Response, Rana Sali̇hoğlu, Fati̇h Saraçoğlu, Mustafa Si̇bai̇, Tali̇p Zengi̇n, Başak Abak Masud, Onur Karasoy, Tuğba Önal Süzek Dec 2023

Compcorona: A Web Application For Comparative Transcriptome Analyses Ofcoronaviruses Reveals Sars-Cov-2-Specific Host Response, Rana Sali̇hoğlu, Fati̇h Saraçoğlu, Mustafa Si̇bai̇, Tali̇p Zengi̇n, Başak Abak Masud, Onur Karasoy, Tuğba Önal Süzek

Turkish Journal of Biology

Background/aim: Understanding the mechanism of host transcriptomic response to infection by the SARS-CoV-2 virus is crucial, especially for patients suffering from long-term effects of COVID-19, such as long COVID or pericarditis inflammation, potentially linked to side effects of the SARS-CoV-2 spike proteins. We conducted comprehensive transcriptome and enrichment analyses on lung and peripheral blood mononuclear cells (PBMCs) infected with SARS-CoV-2, as well as on SARS-CoV and MERS-CoV, to uncover shared pathways and elucidate their common disease progression and viral replication mechanisms. Materials and methods: We developed CompCorona, the first interactive online tool for visualizing gene response variance among the family …


Suma: A Lightweight Machine Learning Model Powered Shared Nearest Neighbour Based Clustering Application Interface Of Scrna-Seq, Hamza Umut Karakurt, Pınar Pir Dec 2023

Suma: A Lightweight Machine Learning Model Powered Shared Nearest Neighbour Based Clustering Application Interface Of Scrna-Seq, Hamza Umut Karakurt, Pınar Pir

Turkish Journal of Biology

Background/aim: Single-cell transcriptomics (scRNA-Seq) explores cellular diversity at the gene expression level. Due to the inherent sparsity and noise in scRNA-Seq data and the uncertainty on the types of sequenced cells, effective clustering and cell type annotation are essential. The graph-based clustering of scRNA-Seq data is a simple yet powerful approach which presents data as a “shared nearest neighbour” graph and clusters the cells using graph clustering algorithms. These algorithms are dependent on several user-defined parameters. Here we present SUMA, a lightweight tool that uses a random forest model to predict the optimum number of neighbours to have the optimum …


Career Transitioning Among Students With Visual Impairments: Educational And Public Policy Perspectives, Chiedu Eseadi, Shulamite E. Ogbuabor Dec 2023

Career Transitioning Among Students With Visual Impairments: Educational And Public Policy Perspectives, Chiedu Eseadi, Shulamite E. Ogbuabor

Jurnal Kajian Bimbingan dan Konseling

The objective of this research is to examine the educational and public policy concerns pertaining to career transitioning among students with visual impair-ments. The authors conducted a narrative literature review. The conceptualization of policy, with a specific focus on educational and public policies, was provided. The article also discussed the roles and concerns of educational and public policies in facilitating career transitioning for these students. The study contributes to an increased understanding of the educational and policy implications of supporting students with visual impairments during career transitioning. The collaboration of career counsellors and policy actors is deemed necessary in order …