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Effect Of Ultrasound-Assisted Thin Bed Drying For Retaining The Quality Of Red Bell Pepper And Compare The Predictive Ability Of The Mathematical Model With Artificial Neural Network, Raju Sasikumar, Irengbam Barun Mangang, Kamchampati Vivek, Amit K. Jaiswal Jan 2023

Effect Of Ultrasound-Assisted Thin Bed Drying For Retaining The Quality Of Red Bell Pepper And Compare The Predictive Ability Of The Mathematical Model With Artificial Neural Network, Raju Sasikumar, Irengbam Barun Mangang, Kamchampati Vivek, Amit K. Jaiswal

Articles

Red bell peppers (Capsicum ann. L.) are low in calories and high in nutrients, including vitamins A and C. Various factors such as weight loss, senescence, and microbial influence affect their quality during storage. To address this, the present study aims to preserve and retain the quality of red bell peppers using ultrasound-assisted thin-bed drying. The results were analyzed using an Artificial Neural Network (ANN) for more accurate prediction of variables involved in the process. Variations in moisture ratio and moisture content during drying were calculated and predicted. The Mid. model provided satisfactory curve fitting at an air velocity of …


Investing In Virtue And Frowning At Vice? Lessons From The Global Economic And Financial Crisis, Lucia Morales, Daniel Rajmil Jan 2023

Investing In Virtue And Frowning At Vice? Lessons From The Global Economic And Financial Crisis, Lucia Morales, Daniel Rajmil

Articles

Socially responsible mutual funds (SRMF) and the “antisocially conscious”, Vitium Global Fund Barrier Fund (formerly known as the Vice Fund, the term used in this paper) returns, volatility patterns, and causal effects are examined in this study within the context of the lessons learned from the 2008 Global Economic and Financial Crisis (GEFC). In times of a new and unprecedented crisis due to the COVID-19 pandemic, a look back to our recent past reveals that volatility patterns on daily stock returns presented some level of predictability on prices for both types of funds. The research findings are significant as funds’ …


The Future Of Clinical Trials Of Myopia Control, Mark A. Bullimore, Noel A. Brennan, Daniel I. Flintcroft Jan 2023

The Future Of Clinical Trials Of Myopia Control, Mark A. Bullimore, Noel A. Brennan, Daniel I. Flintcroft

Articles

In the field of myopia control, effective optical or pharmaceutical therapies are now available to patients in many markets. This creates challenges for the conduct of placebo-controlled, randomised clinical trials, including ethics, recruitment, retention, selective loss of faster progressors and non-protocol treatments: 1. Ethics: It is valid to question whether withholding treatment in control subjects is ethical. 2. Recruitment: Availability of treatments is making recruitment into clinical trials more difficult. 3. Retention: If masking is not possible, parents may immediately withdraw their child if randomised to no treatment. 4. Selective loss: Withdrawal of fast progressors in the control group leading …


“Mind The Gap” - An Overview Of The Role Of The Extensions Community Healthcare Outcomes (Echo) Model In Enhancing Value In Health Care Delivery, Christina Kenny, Anushree Priyadarshini Jan 2023

“Mind The Gap” - An Overview Of The Role Of The Extensions Community Healthcare Outcomes (Echo) Model In Enhancing Value In Health Care Delivery, Christina Kenny, Anushree Priyadarshini

Articles

The ECHO (Extensions Community Healthcare Outcomes) model of healthcare delivery has grown rapidly since its establishment and increased in popularity in recent years. This expansion has developed alongside the growing incidence of chronic diseases and the need to better manage them. The increasing uptake in ECHO has presented a requirement to assess its true value as healthcare costs are increasing globally, resulting in a growing demand by governments and policy makers to ensure chronic disease management strategies provide true value. Therefore, the aim of this review is to examine the impact that ECHO has on clinical practice and how such …


Serum 25-Hydroxyvitamin D Response To Vitamin D Supplementation Using Different Lipid Delivery Systems In Middle-Aged And Older Adults: A Randomised Controlled Trial, Aisling F. Mccourt, Steven L. Mulrooney, Graham O'Neill, E. Dolores O'Riordan, Aifric M. O'Sullivan Jan 2023

Serum 25-Hydroxyvitamin D Response To Vitamin D Supplementation Using Different Lipid Delivery Systems In Middle-Aged And Older Adults: A Randomised Controlled Trial, Aisling F. Mccourt, Steven L. Mulrooney, Graham O'Neill, E. Dolores O'Riordan, Aifric M. O'Sullivan

Articles

Food fortification improves vitamin D intakes but is not yet mandated in many countries. Combining vitamin D with different dietary lipids altered vitamin D absorption in in vitro and postprandial studies. This randomised, placebo-controlled trial examined the effect of the lipid composition of a vitamin D-fortified dairy drink on change in 25-hydroxyvitamin D (25(OH)D) concentrations. Sixty-three healthy adults aged 50+ years were randomised to one of the following for 4 weeks: vitamin D-fortified olive oil dairy drink, vitamin D-fortified coconut oil dairy drink, vitamin D supplement or placebo control dairy drink. All vitamin D groups received 20 µg of vitamin …


Three-Dimensional (3d) In Vitro Cell Culture Protocols To Enhance Glioblastoma Research, Janith Wanigasekara, Lara Carroll, Patrick J. Cullen, Brijesh K. Tiwari, James Curtin Jan 2023

Three-Dimensional (3d) In Vitro Cell Culture Protocols To Enhance Glioblastoma Research, Janith Wanigasekara, Lara Carroll, Patrick J. Cullen, Brijesh K. Tiwari, James Curtin

Articles

Three-dimensional (3D) cell culture models can help bridge the gap between in vitro cell cultures and in vivo responses by more accurately simulating the natural in vivo environment, shape, tissue stiffness, stressors, gradients and cellular response while avoiding the costs and ethical concerns associated with animal models. The inclusion of the third dimension in 3D cell culture influences the spatial organization of cell surface receptors that interact with other cells and imposes physical restrictions on cells in compared to Two-dimensional (2D) cell cultures. Spheroids’ distinctive cyto-architecture mimics in vivo cellular structure, gene expression, metabolism, proliferation, oxygenation, nutrition absorption, waste excretion, …


Antibacterial And Antifungal Activity Of Methanolic Extracts Of Salix Alba L. Against Various Disease Causing Pathogens, Bilal Javed, F. Farooq, M. Ibrahim, H.A.B. Abbas, H. Jawwad, S.S. Zehra, H.M. Ahmad, A. Sarwar, K. Malik, K. Nawaz Jan 2023

Antibacterial And Antifungal Activity Of Methanolic Extracts Of Salix Alba L. Against Various Disease Causing Pathogens, Bilal Javed, F. Farooq, M. Ibrahim, H.A.B. Abbas, H. Jawwad, S.S. Zehra, H.M. Ahmad, A. Sarwar, K. Malik, K. Nawaz

Articles

The present study was aimed to manifest the antibacterial and antifungal activity of methanolic extracts of Salix alba L. against seven Gram-positive and Gram-negative bacterial pathogens e.g. Streptococcus pyogenes, Staphylococcus aureus (1), S. aureus (2), Shigella sonnei, Escherichia coli (1), E. coli (2) and Neisseria gonorrhoeae and three fungal isolates from the air such as Aspergillus terreus, A. ornatus, and Rhizopus stolonifer. Two different serotypes of S. aureus and E. coli were used. The agar well-diffusion method results showed the dose-dependent response of plant extracts against bacterial and fungal strains while some organisms were found resistant e.g. E. coli (1), …


Monitoring And Modelling The Glutamine Metabolic Pathway: A Review And Future Perspectives, Zohreh Mirveis, Paul Cahill, Nitin Patel, Hugh Byrne Jan 2023

Monitoring And Modelling The Glutamine Metabolic Pathway: A Review And Future Perspectives, Zohreh Mirveis, Paul Cahill, Nitin Patel, Hugh Byrne

Articles

In this review, the contribution of NMR to the metabolomics field will be discussed—particularly as it relates to cancer and drug metabolism research. An overview of the typical NMR metabolomic experiment will be presented while emphasizing important caveats ranging from experimental design to data interpretation.


Enhanced Gene Transfection Efficacy And Safety Through Granular Hydrogel Mediated Gene Delivery Process, Jing Zhang, Zhonglei He, Yinghao Li, Yu Shen, Guanfu Wu, Laura Power, Rijian Song, Ming Zeng, Xianqing Wang, Irene Lara Sáez, Sigen A, Qian Xu, James Curtin, Ziyi Yu, Wenxin Wang Jan 2023

Enhanced Gene Transfection Efficacy And Safety Through Granular Hydrogel Mediated Gene Delivery Process, Jing Zhang, Zhonglei He, Yinghao Li, Yu Shen, Guanfu Wu, Laura Power, Rijian Song, Ming Zeng, Xianqing Wang, Irene Lara Sáez, Sigen A, Qian Xu, James Curtin, Ziyi Yu, Wenxin Wang

Articles

Although gene therapy has made great achievements in both laboratory research and clinical translation, there are still challenges such as limited control of drug pharmacokinetics, acute toxicity, poor tissue retention, insufficient efficacy, and inconsistent clinical translation. Herein, a gene therapy gel is formulated by directly redispersing polyplex nanoparticles into granular hydrogels without any gelation pre-treatment, which provides great convenience for storage, dosing and administration. In vitro studies have shown that use of granular hydrogels can regulate the gene drug release, reduce dose dependent toxicity and help improve transfection efficacy. Moreover, the developed gene therapy gel is easy to operate and …


Numeracy-Meets: An Innovative Professional Development Model For Adult Numeracy Practitioners In Ireland, Mark Prendergast, Annette Forster, Niamh O'Meara, Kathy O'Sullivan, Fiona Faulkner Jan 2023

Numeracy-Meets: An Innovative Professional Development Model For Adult Numeracy Practitioners In Ireland, Mark Prendergast, Annette Forster, Niamh O'Meara, Kathy O'Sullivan, Fiona Faulkner

Articles

Despite the clear and obvious need for adults to be proficient in numeracy, international studies suggest that many continue to struggle in this area. In Ireland, one of the main challenges continues to be the availability of effective adult numeracy education. This is a diverse sector, and little is known about the varied provision of adult numeracy courses and of those who teach on them. Recent research has highlighted an unmet demand for the professional development of adult numeracy practitioners with many looking for opportunities to network and further develop their practice. This study aimed to design, implement and evaluate …


Machine-Learning-Based Head Impact Subtyping Based On The Spectral Densities Of The Measurable Head Kinematics, Xianghao Zhan, Yiheng Li, Yuzhe Liu, Nicholas J. Cecchi, Samuel J. Raymond, Zhou Zhou, Hossein Vahid Alizadeh, Jesse Ruan, Saeed Barbat, Stephen Tiernan, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo Jan 2023

Machine-Learning-Based Head Impact Subtyping Based On The Spectral Densities Of The Measurable Head Kinematics, Xianghao Zhan, Yiheng Li, Yuzhe Liu, Nicholas J. Cecchi, Samuel J. Raymond, Zhou Zhou, Hossein Vahid Alizadeh, Jesse Ruan, Saeed Barbat, Stephen Tiernan, Olivier Gevaert, Michael M. Zeineh, Gerald A. Grant, David B. Camarillo

Articles

Traumatic brain injury can be caused by head impacts, but many brain injury risk estimation models are not equally accurate across the variety of impacts that patients may undergo and the characteristics of different types of impacts are not well studied. We investigated the spectral characteristics of different head impact types with kinematics classification. Methods: Data was analyzed from 3,262 head impacts from lab reconstruction, American football, mixed martial arts, and publicly available car crash data. A random forest classifier with spectral densities of linear acceleration and angular velocity was built to classify head impact types (e.g., football, car crash, …


Tio2-Mwcnt Nanohybrid: Cytotoxicity, Protein Corona Formation And Cellular Internalisation In Rtg-2 Fish Cell Line, Gabriela Helena Da Silva, Lidiane Silva Franqui, Marcelo A. De Farias, Vera Lucia S.S. De Castro, Hugh Byrne, Diego S.T. Martinez, Regina T.R. Monteiro, Alan Casey Jan 2023

Tio2-Mwcnt Nanohybrid: Cytotoxicity, Protein Corona Formation And Cellular Internalisation In Rtg-2 Fish Cell Line, Gabriela Helena Da Silva, Lidiane Silva Franqui, Marcelo A. De Farias, Vera Lucia S.S. De Castro, Hugh Byrne, Diego S.T. Martinez, Regina T.R. Monteiro, Alan Casey

Articles

Titanium dioxide nanoparticles-multiwalled carbon nanotubes (TiO2-MWCNT) nanohydrid has an enhanced photocatalytic activity across the visible light with promising applications in environmental remediation, solar energy devices and antimicrobial technologies. However, it is necessary to evaluate the toxicological effects of TiO2-MWCNT towards safe and sustainable development of nanohybrids. In this work, we studied the cytotoxicity, protein corona formation and cellular internalisation of TiO2-MWCNT on fibroblasts derived from gonadal rainbow trout tissue (RTG-2) for the first time. This nanohydrid did not show any toxicity effect on RTG-2 cells up to 100 mg L-1 after 24 h of exposure as monitored by alamar blue, …


Know An Emotion By The Company It Keeps: Word Embeddings From Reddit/Coronavirus, Alejandro García-Rudolph, David Sanchez-Pinsach, Dietmar Frey, Eloy Opisso, Katryna Cisek, John Kelleher Jan 2023

Know An Emotion By The Company It Keeps: Word Embeddings From Reddit/Coronavirus, Alejandro García-Rudolph, David Sanchez-Pinsach, Dietmar Frey, Eloy Opisso, Katryna Cisek, John Kelleher

Articles

Social media is a crucial communication tool (e.g., with 430 million monthly active users in online forums such as Reddit), being an objective of Natural Language Processing (NLP) techniques. One of them (word embeddings) is based on the quotation, “You shall know a word by the company it keeps,” highlighting the importance of context in NLP. Meanwhile, “Context is everything in Emotion Research.” Therefore, we aimed to train a model (W2V) for generating word associations (also known as embeddings) using a popular Coronavirus Reddit forum, validate them using public evidence and apply them to the discovery of context for specific …


Rapid Detection Of Sars-Cov-2 Nucleocapsid Protein By A Label-Free Biosensor Based On Optical Fiber Cylindrical Micro-Resonator, Ru-Lei Xia, Bin Liu, Yingying Hu, Juan Liu, Yue Fu, Xing-Dao He, Ping Lu, Yingying Hu, Gerald Farrell Jan 2023

Rapid Detection Of Sars-Cov-2 Nucleocapsid Protein By A Label-Free Biosensor Based On Optical Fiber Cylindrical Micro-Resonator, Ru-Lei Xia, Bin Liu, Yingying Hu, Juan Liu, Yue Fu, Xing-Dao He, Ping Lu, Yingying Hu, Gerald Farrell

Articles

The current global outbreak of coronavirus (COVID-19) continues to be a severe threat to human health. Rapid, low-cost, and accurate antigen detection methods are very important for disease diagnosis. The severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) nucleocapsid protein (N-Protein) is often used as the diagnostic and screening for coronavirus detection. To this end, we propose and experimentally validate a highly sensitive whispering gallery mode (WGM) optical cylindrical micro-resonator (CMR) for bio immunoassay detection. To study the biokinetic process of immunoassay, the surface of the WGM micro-resonator is functionalized with N-Protein monoclonal antibody (N-Protein-m Ab), which led to the specific detection …


Review: Mary Kenny, The Way We Were: Catholic Ireland Since 1922, Eamon Maher Jan 2023

Review: Mary Kenny, The Way We Were: Catholic Ireland Since 1922, Eamon Maher

Articles

Book review: Mary Kenny, The Way We Were: Catholic Ireland Since 1922 (Dublin: Columba Books, 2022), 450 pages.


Characterization Of Food Chain Clostridioides Difficile Isolates In Terms Of Ribotype And Antimicrobial Resistance, Pilar Marcos, Aoife Doyle, Paul Whyte, Thomas R. Rogers, Maire Mcelroy, Seamus Fanning, Jesus Maria Frias, Declan Bolton Jan 2023

Characterization Of Food Chain Clostridioides Difficile Isolates In Terms Of Ribotype And Antimicrobial Resistance, Pilar Marcos, Aoife Doyle, Paul Whyte, Thomas R. Rogers, Maire Mcelroy, Seamus Fanning, Jesus Maria Frias, Declan Bolton

Articles

The aim of this study was to characterize C. difficile isolates from the farm, abattoir, and retail outlets in Ireland in terms of ribotype and antibiotic resistance (vancomycin, erythromycin, metronidazole, moxifloxacin, clindamycin, and rifampicin) using PCR and E-test methods, respectively. The most common ribotype in all stages of the food chain (including retail foods) was 078 and a variant (RT078/4). Less commonly reported (014/0, 002/1, 049, and 205) and novel (RT530, 547, and 683) ribotypes were also detected, but at lower frequencies. Approximately 72% (26/36 tested) of the isolates tested were resistant to at least one antibiotic, with the majority …


Women’S Stories Transforming Understandings Of Abortion, Amy M. Walsh Jan 2023

Women’S Stories Transforming Understandings Of Abortion, Amy M. Walsh

Articles

Wind energy harvesting for electricity generation has a significant role in overcoming the challenges involved with climate change and the energy resource implications involved with population growth and political unrest. Indeed, there has been significant growth in wind energy capacity worldwide with turbine capacity growing significantly over the last two decades. This confidence is echoed in the wind power market and global wind energy statistics. However, wind energy capture and utilisation has always been challenging. Appreciation of the wind as a resource makes for difficulties in modelling and the sensitivities of how the wind resource maps to energy production results …


The Effect Of Process Parameters On The Properties Of Elastic Melt Blown Nonwovens: Air Pressure And Dcd, Li Change, Yanfen Zhou, Stephen Jerrams, Jianwei Ma, Shaojuan Chen Jan 2023

The Effect Of Process Parameters On The Properties Of Elastic Melt Blown Nonwovens: Air Pressure And Dcd, Li Change, Yanfen Zhou, Stephen Jerrams, Jianwei Ma, Shaojuan Chen

Articles

An elastic masterbatch and elastic melt blown nonwovens are prepared based successively on styrene-ethylene/butylene-styrene (SEBS) and polypropylene (PP) blend. The phase separation morphology, rheological properties and crystal structure of the elastic masterbatch are investigated. The results show that a compatible and stable structure is obtained in molten SEBS and PP blend with excellent mobility in the temperature range of 210–230C. The crystallization of PP slows down resulting in a finer structure due to the restriction of the SEBS network structure with rarely change of crystalline structure. The relationship between process parameters and properties of the elastic nonwoven is also studied …


Highly Stretchable And Sensitive Sbs/Gr/Cnts Fibers With Hierarchical Structure For Strain Sensors, Mengsui Liu, Yaping Sheng, Chenggang Huang, Chenggang Huang, Yanfen Zhou, Liang Jiang, Mingwei Tian, Shaojuan Chen, Stephen Jerrams, Fenglei Zhou, Jianyong Yu Jan 2023

Highly Stretchable And Sensitive Sbs/Gr/Cnts Fibers With Hierarchical Structure For Strain Sensors, Mengsui Liu, Yaping Sheng, Chenggang Huang, Chenggang Huang, Yanfen Zhou, Liang Jiang, Mingwei Tian, Shaojuan Chen, Stephen Jerrams, Fenglei Zhou, Jianyong Yu

Articles

Most of the reported flexible strain sensors can only normally sense external stretch in a quite narrow working range and with low sensitivity. In order to overcome these drawbacks, elastomeric fiber based strain sensors incorporating graphene (Gr) and carbon nanotubes (CNTs) were initially fabricated via coaxial wet spinning. The solution etching method was employed for forming a 1D@2D@1D hierarchical structure, with pores and microcracks on fibers, to reconstruct their conductive networks. The solution etched fiber based strain sensors achieved a significant improvement in obtaining a high maximum gauge factor of 1667 and capability of working over a wide strain range …


International Digital Nomads: Immigration Law Options In The United States And Abroad, Scott Titshaw Jan 2023

International Digital Nomads: Immigration Law Options In The United States And Abroad, Scott Titshaw

Articles

Remote work has become common, allowing many people to choose to work anywhere with an adequate internet connection. Some are adopting a “digital nomad” lifestyle, moving with the seasons or years from place to place, including foreign locations. Yet, such international movement raises immigration and other legal issues. Many countries have adopted specific digital nomad visas and other immigration policies to encourage and regulate this trend. The United States is not one of them. Arguing that the United States should consciously plan for digital nomads, this article compares the current U.S. approach with the innovations of other countries, identifying the …


Ar/Vr Teaching-Learning Experiences In Higher Education Institutions (Hei): A Systematic Literature Review, Belen Bermejo, Carlos Juiz, David Cortes, Jeroen Oskam, Teemu Moilanen, Jouko Loijas, Praneschen Govender, Jenniifer Hussey, Alexander Lennart Schmidt, Ralf Burbach, Daniel King, Colin O'Connor, David Dunlea Jan 2023

Ar/Vr Teaching-Learning Experiences In Higher Education Institutions (Hei): A Systematic Literature Review, Belen Bermejo, Carlos Juiz, David Cortes, Jeroen Oskam, Teemu Moilanen, Jouko Loijas, Praneschen Govender, Jenniifer Hussey, Alexander Lennart Schmidt, Ralf Burbach, Daniel King, Colin O'Connor, David Dunlea

Articles

During the last few years, learning techniques have changed, both in basic education and in higher education. This change has been accompanied by new technologies such as Augmented Reality (AR) and Virtual Reality (AR). The combination of these technologies in education has allowed a greater immersion, positively affecting the learning and teaching processes. In addition, since the COVID-19 pandemic, this trend has been growing due to the diversity of the different fields of application of these technologies, such as heterogeneity in their combination and their different experiences. It is necessary to review the state of the art to determine the …


Virtual Industry Visits, Cian Farrell Jan 2023

Virtual Industry Visits, Cian Farrell

Articles

Cian Farrell of Technological University Dublin describes a virtual educational approach trialled during the Covid-19 pandemic to engage students during a period of remote learning and educate them on industry processes and practices. Virtual industry visits saw students receive online briefings and tours of manufacturing plants and construction sites from industry representatives to complement their taught modules. The virtual visits have continued since Covid restrictions eased as part of a hybrid approach to learning that increases student exposure to real-life projects. The initiative won the Institution of Structural Engineers Excellence in Structural Engineering Education Award in 2022.


High-Sensitivity Vector Bend Sensor Based On A Fiber Directional Coupler Inscribed By A Femtosecond Laser, Ke Tian, Mingyuan Zhang, Chuanzhein Zhao, Huibin Li, Shilong Li, Yuxuan Jiang, Gerald Farrell, Pengfei Wang Jan 2023

High-Sensitivity Vector Bend Sensor Based On A Fiber Directional Coupler Inscribed By A Femtosecond Laser, Ke Tian, Mingyuan Zhang, Chuanzhein Zhao, Huibin Li, Shilong Li, Yuxuan Jiang, Gerald Farrell, Pengfei Wang

Articles

In this Letter, we demonstrate a high-sensitivity vector bend sensor based on a fiber directional coupler. The fiber directional coupler is composed of two parallel waveguides inscribed within a no-core fiber (NCF) by a femtosecond laser. Since the two written waveguides have closely matched refractive indices and geometries, the transmission spectrum of the fiber directional coupler possesses periodic resonant dips. Such a fiber directional coupler exhibits a good bending-dependent spectral shift response due to its asymmetric structure. Experimental results show that bending sensitivities of -97.11 nm/m-1 and 58.22 nm/m-1 are achieved for the 0° and 180° orientations in the curvature …


An “Essential” Solution: Reworking The Essential Facilities Doctrine To Address Big Tech’S Harm To The Marketplace Of Ideas, Kaleb Byars Jan 2023

An “Essential” Solution: Reworking The Essential Facilities Doctrine To Address Big Tech’S Harm To The Marketplace Of Ideas, Kaleb Byars

Articles

Google’s mission statement is undoubtedly altruistic. The Internet overflows with information, and users could not navigate the Internet if an entity did not logically organize that information. On the other hand, should democratic societies accept the convenience that Google and the other Big Tech firms provide if that convenience impairs the marketplace of ideas? Big Tech censorship is at the forefront of current news and congressional consideration. At both ends of the political spectrum, parties agree

Big Tech censorship harms the marketplace of ideas. Republican congresspersons argue Big Tech supports liberal ideas and censors conservative voices, websites, and advertisements. Democratic …


Forecasting Covid-19 Cases Using Dynamic Time Warping And Incremental Machine Learning Methods, Luis Miralles-Pechuán, Ankit Kumar, Andres L. Suarez-Cetrulo Jan 2023

Forecasting Covid-19 Cases Using Dynamic Time Warping And Incremental Machine Learning Methods, Luis Miralles-Pechuán, Ankit Kumar, Andres L. Suarez-Cetrulo

Articles

The investment of time and resources for developing better strategies is key to dealing with future pandemics. In this work, we recreated the situation of COVID-19 across the year 2020, when the pandemic started spreading worldwide. We conducted experiments to predict the coronavirus cases for the 50 countries with the most cases during 2020. We compared the performance of state-of-the-art machine learning algorithms, such as long-short-term memory networks, against that of online incremental machine learning algorithms. To find the best strategy, we performed experiments to test three different approaches. In the first approach (single-country), we trained each model using data …


Imi—Management And Investigation Of High Myopia In Infants And Young Children, Daniel Ian Flitcroft, John Ainsworth, Audrey Chia, Susan Cotter, Elise Harb, Zi-Bing Jin, Caroline C. W. Klaver, Anthony T. Moore, Ken K. Nischal, Kyoko Ohno-Matsui, Evelyn A. Paysse, Michael X. Repka, Irina Y. Smirnova, Martin Snead, Virginie J. M. Verhoeven, Pavan K. Verkicharla Jan 2023

Imi—Management And Investigation Of High Myopia In Infants And Young Children, Daniel Ian Flitcroft, John Ainsworth, Audrey Chia, Susan Cotter, Elise Harb, Zi-Bing Jin, Caroline C. W. Klaver, Anthony T. Moore, Ken K. Nischal, Kyoko Ohno-Matsui, Evelyn A. Paysse, Michael X. Repka, Irina Y. Smirnova, Martin Snead, Virginie J. M. Verhoeven, Pavan K. Verkicharla

Articles

The purpose of this study was to evaluate the epidemiology, etiology, clinical assessment, investigation, management, and visual consequences of high myopia (≤−6 diopters [D]) in infants and young children.


Imi—Nonpathological Human Ocular Tissue Changes With Axial Myopia, Jost B. Jonus, Richard F. Spaide, Lisa A. Ostrin, Nicola S. Logan, Daniel Ian Flitcroft, Songhomitra Panda-Jonas Jan 2023

Imi—Nonpathological Human Ocular Tissue Changes With Axial Myopia, Jost B. Jonus, Richard F. Spaide, Lisa A. Ostrin, Nicola S. Logan, Daniel Ian Flitcroft, Songhomitra Panda-Jonas

Articles

In axial myopia, the eye changes from a spherical shape to a prolate ellipsoid, photoreceptor, and retinal pigment epithelium cell density and total retinal thickness decrease, most marked in the retroequatorial region, followed by the equator. The choroid and sclera are thin, most markedly at the posterior pole and least markedly at the ora serrata. The sclera undergoes alterations in fibroblast activity, changes in extracellular matrix content, and remodeling. Bruch’s membrane (BM) thickness is unrelated to axial length, although the BM volume increases. In moderate myopia, the BM opening shifts, usually toward the fovea, leading to the BM overhanging into …


Imi 2023 Digest, Padmaja Sankaridurg, David A. Berntsen, Mark A. Bullimore, Pauline Cho, Daniel Ian Flitcroft, Timothy J. Gawne, Kate Gifford, Monica Jong, Lisa A. Ostrin Lisa A. Ostrin, Jacinto Santodomingo-Rubido, Christine Wildsoet, James S. Wolffsohn Jan 2023

Imi 2023 Digest, Padmaja Sankaridurg, David A. Berntsen, Mark A. Bullimore, Pauline Cho, Daniel Ian Flitcroft, Timothy J. Gawne, Kate Gifford, Monica Jong, Lisa A. Ostrin Lisa A. Ostrin, Jacinto Santodomingo-Rubido, Christine Wildsoet, James S. Wolffsohn

Articles

Myopia is a dynamic and rapidly moving field, with ongoing research providing a better understanding of the etiology leading to novel myopia control strategies. In 2019, the International Myopia Institute (IMI) assembled and published a series of white papers across relevant topics and updated the evidence with a digest in 2021. Here, we summarize findings across key topics from the previous 2 years. Studies in animal models have continued to explore how wavelength and intensity of light influence eye growth and have examined new pharmacologic agents and scleral cross-linking as potential strategies for slowing myopia. In children, the term premyopia …


Modification Of Hyaluronic Acid To Enable Click Chemistry Photo-Crosslinking Of Hydrogels With Tailorable Degradation Profiles, Ciara Buckley Jan 2023

Modification Of Hyaluronic Acid To Enable Click Chemistry Photo-Crosslinking Of Hydrogels With Tailorable Degradation Profiles, Ciara Buckley

Articles

Hyaluronic acid (HA) is a naturally occurring mucopolysaccharide that, due to its inherent bioactivity and extracellular matrix-like structure, has the potential to be utilised extensively in tissue engineering. However, this glycosaminoglycan lacks the properties required for cellular adhesion and photo-crosslinking by UV light, which significantly hinders this polymers applicability. This research presents a method for modifying hyaluronic acid via thiolation and methacrylation to generate a novel photo-crosslinkable polymer with improved physicochemical properties, biocompatibility and the potential to customize biodegradability according to the ratio of monomers used. A decrease in stiffness proportional to increasing thiol concentration was observed when testing the …


Reliability, Usefulness, And Validity Of Field-Based Vertical Jump Measuring Devices, Thomas M. Comyns, Jennifer Murphy, Dylan O'Leary Jan 2023

Reliability, Usefulness, And Validity Of Field-Based Vertical Jump Measuring Devices, Thomas M. Comyns, Jennifer Murphy, Dylan O'Leary

Articles

Comyns, TM,Murphy, J, and O’Leary, D. Reliability, usefulness, and validity of field-based vertical jump measuring devices. J Strength Cond Res 37(8): 1594–1599, 2023—The purpose of this study was to examine the test-retest reliability, usefulness, and validity of field based devices, in determining jump height (JH) during a countermovement jump (CMJ). Twenty-one male (22.8 6 2.4 years; 1.82 6 0.07m; 86.0610.4 kg) and 7 female field sport athletes (20.561.5 years; 1.6560.06 m; 65.467.2 kg) performed 3CMJs with data simultaneously recorded using a force plate (criterion measure), Opto jump, Output Capture, and Push-Band 2.0. Reliability was determined by intraclass correlation (ICC) and …