Digital Commons Network^™

Treating Psychological Depression Utilising Artificial Intelligence: Ai For Precision Medicine- Focus On Procedures, Marwa M. Eid, Wang Yundong, George Benneh Mensah, Pramila Pudasaini

Mesopotamian Journal of Artificial Intelligence in Healthcare

Depression is a common and complex mental health condition that affects millions of people in the world. Medical advice, medications, and constant medical supervision by a specialist are common components of traditional treatment methods. Recently, there has been a growing interest in the potential of artificial intelligence to improve the diagnosis, monitoring, and treatment of depression. The potential of artificial intelligence algorithms has been demonstrated in the development of chatbots, or virtual agents, that can provide treatment, assistance, and support to individuals with depression. These artificial intelligence (AI) systems can simulate therapy sessions, offer strategies, monitor progress in treatment phases, …

A Review Of The State Of Cybersecurity In The Healthcare Industry And Propose Security Controls, Aishwarya Desai, Manali Desai

Mesopotamian Journal of Artificial Intelligence in Healthcare

Our study aims to identify the state of cybersecurity in the healthcare domain. Cyber incidents, including ransomware and similar cyber-attacks, impact healthcare entities. The review highlights the government's efforts to protect citizens' health information by passing laws regulating the healthcare industry. The review targeted healthcare-related laws in the United States, the European Union, Singapore, and India. The study identified that while developed countries like the United States, the European Union, and Singapore have health data privacy laws, developing countries like India still need data privacy laws. The nature, value, and sensitivity of data retained by healthcare entities make the healthcare …

Exploring New Horizons: Surgical Robots Supported By Artificial Intelligence, Aish Hussein, Mohamed Elsayed Sallam, Mohamed Yehia Ahmed Abdalla

Mesopotamian Journal of Artificial Intelligence in Healthcare

Artificial intelligence-assisted surgical robots combine the agility and accuracy of robotic systems with the cutting-edge capabilities of AI technology. These advanced surgical robots are made to help surgeons carry out difficult surgical procedures more precisely and effectively. Surgical robots with AI algorithms built in can analyse enormous volumes of patient data, make choices in real-time, and adjust to changing circumstances. The surgical process and patient safety could both be considerably improved by this technology. Several important advantages of surgical robots powered by AI include Enhanced Accuracy Surgical robots can make extremely precise motions with little error because of the capabilities …

From Analog To Digitization: Rethinking Management And Operations Through Ehealth Integration In Industry 4.0, Maad M. Mijwil, Mohammad Aljanabi

Mesopotamian Journal of Artificial Intelligence in Healthcare

Healthcare is considered one of the most critical areas that contribute to the development of the global economy, as it has made significant developments in science and technology. The remarkable development in information technologies and the digital revolution has revolutionized the development of health institutions through the digitization of all medical records and the management of clinical operations. The process of automating medical records is one of the most important processes that are significantly developed in healthcare services. Artificial intelligence technologies contribute to the operation of digitizing medical records through a set of applications that rely on artificial intelligence to …

Artificial Intelligence's Significance In Diseases With Malignant Tumours, Ruchi Doshi, Kamal Kant Hiran, Murat Gök, El-Sayed M. El-Kenawy, Amr Badr, Mostafa Abotaleb

Mesopotamian Journal of Artificial Intelligence in Healthcare

In the field of medicine, artificial intelligence has become a useful tool, particularly in the diagnosis and treatment of disorders with malignant tumours. Deep learning and machine learning algorithms, for example, have significant promise for increasing the precision and effectiveness of tumour diagnosis and treatment. The importance of AI in diseases with malignant tumours is examined in this work, with particular attention paid to its function in medication discovery, therapy prediction, and medical imaging analysis. It also emphasizes the difficulties and restrictions related to the application of AI, such as problems with poor data quality, as well as the requirement …

The Role Of Artificial Intelligence In Emergency Medicine: A Comprehensive Overview, Maad M. Mijwil, Omega John Unogwu, Karan Kumar

Mesopotamian Journal of Artificial Intelligence in Healthcare

In the era of the development of information technology, artificial intelligence has become a vital part of the process of developing electronic applications and platforms. Recent years have witnessed tremendous growth in the adoption of artificial intelligence and machine learning techniques in healthcare services and helping healthcare workers to track patients and produce medicines, as well as in emergency medicine. The possibilities of artificial intelligence in the medical domain are enormous and include magnetic imaging applications, disease prediction, continuous monitoring of vital signs, and monitoring the spread of epidemics. This article will discuss the importance and role of artificial intelligence …

The Benefit Of Artificial Intelligence In The Analysis Of Malignant Brain Diseases: A Mini Review, Humam Imad Wajeeh Al-Shahwani, Alaa K. Faieq

Mesopotamian Journal of Artificial Intelligence in Healthcare

Brain diseases are considered life-threatening malignant diseases. Malignant brain diseases, such as glioblastoma multiforme (GBM) and metastatic brain tumours, present significant challenges as doctors and healthcare workers must constantly monitor the patient's condition due to their aggressive nature and limited treatment options. In recent decades, artificial intelligence techniques and practices have developed significantly in medical imaging disease diagnosis and contributing to the development of vaccines and vaccines. In this article, we will highlight the ability of artificial intelligence techniques to analyse and diagnose malignant brain diseases, enhance early detection of the disease, and help doctors treat patients. This article concluded …

V.D. Mahajan's Constitutional Law Of India, Eighth Edition, Sanjay Jain

Books

Thoroughly revised by Dr. Sanjay Jain after 32 years, this edition of V.D. Mahajan's classic will aid students of Constitutional law in their quest to understand and study this magnificent document from a refreshing new perspective.

Edna Metabarcoding Of Avocado Flowers: ‘Hass’ It Got Potential To Survey Arthropods In Food Production Systems?, Joshua H. Kestel, Philip W. Bateman, David L. Field, Nicole E. White, Rose Lines, Paul Nevill

Research outputs 2022 to 2026

In the face of global biodiversity declines, surveys of beneficial and antagonistic arthropod diversity as well as the ecological services that they provide are increasingly important in both natural and agro-ecosystems. Conventional survey methods used to monitor these communities often require extensive taxonomic expertise and are time-intensive, potentially limiting their application in industries such as agriculture, where arthropods often play a critical role in productivity (e.g. pollinators, pests and predators). Environmental DNA (eDNA) metabarcoding of a novel substrate, crop flowers, may offer an accurate and high throughput alternative to aid in the detection of these managed and unmanaged taxa. Here, …

Effects Of Submaximal And Supramaximal Accentuated Eccentric Loading On Mass And Function, Sergio Maroto-Izquierdo, Fernando Martín-Rivera, Kazunori Nosaka, Marco Beato, Javier González-Gallego, José A. De Paz

Research outputs 2022 to 2026

Introduction: Eccentric-overload (EO) resistance training emerges as an alternative to more optimally prescribe intensity relative to the force generation capabilities of the eccentric muscle contraction. Given the difficulties to individually prescribe absolute eccentric loads relative to each person’s eccentric ability, setting the load relative to the concentric one-repetition maximum (1-RM) is the most used EO training approach. Therefore, we investigated the effects of submaximal and supramaximal (i.e., eccentric loads above 100% of 1-RM) accentuated eccentric training on changes in lean mass, anabolic hormonal responses and muscle function. Methods: Physically active university students (n = 27) were randomly assigned to two …

Camdec: Advancing Axis P1435-Le Video Camera Security Using Honeypot-Based Deception, Leslie F. Sikos, Craig Valli, Alexander E. Grojek, David J. Holmes, Samuel G. Wakeling, Warren Z. Cabral, Nickson M. Karie

Research outputs 2022 to 2026

The explosion of online video streaming in recent years resulted in advanced services both in terms of efficiency and convenience. However, Internet-connected video cameras are prone to exploitation, leading to information security issues and data privacy concerns. The proliferation of video-capable Internet of Things devices and cloud-managed surveillance systems further extend these security issues and concerns. In this paper, a novel approach is proposed for video camera deception via honeypots, offering increased security measures compared to what is available on conventional Internet-enabled video cameras.

Exploring The Use Of Photovoice In Understanding The Lived Experience Of Neurological Conditions: A Scoping Review And Reflexive Thematic Analysis, James Smith, Andre Nels, Laura Emery, Mandy Stanley

Research outputs 2022 to 2026

People living with neurological conditions such as multiple sclerosis, Parkinson’s disease and dementia may experience physical impairment, social disengagement, cognitive issues, and emotional disturbances. While qualitative research utilising in-depth interviews can access lived experience perspectives, the use of photovoice has the potential to obtain rich insights that include images and raise community awareness. The purpose of this scoping review was to document salient themes relating to the lived experience of neurological conditions as reported in photovoice studies. Following established scoping review methods of the Joanna Briggs Institute, a comprehensive search of five electronic databases, including MEDLINE, EMBASE, PSYCHINFO, CINAHL, and …

Re-Expatriation Inclinations Among Skilled Female Self-Initiated Repatriates In Asia's Rapidly Emerging Markets, Nga T. T. Ho, Pi-Shen Seet, Janice Jones, Hung T. Hoang

Research outputs 2022 to 2026

Purpose: Integrating identity theory and role theory, this study examines the re-expatriation inclinations of highly-skilled professional female self-initiated repatriates (SIRs) in an Asian rapidly emerging market (REM) and the reasons underlying these inclinations.

Design/methodology/approach: The authors conducted a survey on a sample of highly-skilled professional female SIRs in Vietnam (N = 248). Structural equation modelling was used to evaluate the model.

Findings: The study found that female SIRs' career identity, family identity and social identity have a significant influence on their inclinations to re-expatriate. Attitude towards re-expatriation fully mediates the influence of family identity and career identity on re-expatriation …

Australian Highlevel Public Policy Preparedness For Population-Based Triage During The Pandemic, Zachary Horn, Lily Gapp Duckett, Kaitlin Webber

Research outputs 2022 to 2026

The COVID-19 pandemic brought attention to scarce clinical resource allocation via secondary population-based triage (S-PBT) throughout the international healthcare community. Experiences overseas highlighted the importance of coordinated and consistent approaches to allocating resources when facing overwhelming demand, particularly for critical care. Noting the importance of consistency and the system of devolved governance deployed in Australia, this study aimed to identify and analyse sources of high-level policy that affect Australia’s health system preparedness for the operationalisation of S-PBT. Of the 39 documents reviewed, 17 contained potential references to S-PBT. There was a lack of clear recommendations and guidance to inform S-PBT …

Banking Industry Sustainable Growth Rate Under Risk: Empirical Study Of The Banking Industry In Asean Countries, Isnurhadi, Sulastri, Yulia Saftiana, Ferry Jie

Research outputs 2022 to 2026

This research examines how the banking industry maintains its sustainable growth rate. The sample consists of 328 commercial banks in the ASEAN area. A fixed effect model is employed to analyze the data. The study reveals several findings: (1) The countries with the most risk in the banking industry are Indonesia, Thailand, Philippines, Malaysia, and Singapore. (2) Operational risk has a negative effect on sustainable growth and a positive effect on actual growth. Asset utilization positively affects sustainable growth and positively affects actual growth. (3) Business risk has a positive effect on sustainable growth but a negative on actual growth. …

Improved Rate Of Secret Key Generation Using Passive Re-Configurable Intelligent Surfaces For Vehicular Networks, Hina Ayaz, Muhammad Waqas, Ghulam Abbas, Ziaul Haq Abbas, Muhammad Bilal, Kyung-Sup Kwak

Research outputs 2022 to 2026

The reconfigurable intelligent surfaces (RIS) is a new technology that can be utilized to provide security to vehicle-to-vehicle (V2V) communications at the physical layer. In this paper, we achieve a higher key generation rate for V2V communications at lower cost and computational complexity. We investigate the use of a passive RIS as a relay, to introduce channel diversity and increase the key generation rate (KGR), accordingly. In this regard, we consider the subsets of consecutive reflecting elements instead of the RIS as a whole in a time slot, i.e., instead of a single reflector, the subsets of reflectors are utilized …

The Role Of Flumazenil In Generalised Anxiety Disorder: A Pilot Naturalistic Open-Label Study With A Focus On Treatment Resistance, Alexander T. Gallo, Stephen Addis, Vlad Martyn, Hishani Ramanathan, Grace K. Wilkerson, Kellie S. Bennett, Sean D. Hood, Hans Stampfer, Gary K. Hulse

Research outputs 2022 to 2026

Background: Anxiety disorders are highly prevalent and chronic disorders with treatment resistance to current pharmacotherapies occurring in approximately one in three patients. It has been postulated that flumazenil (FMZ) is efficacious in the management of anxiety disorders via the removal of 4 2 gamma-aminobutyric acid A receptors. Objective: To assess the safety and feasibility of continuous low-dose FMZ infusions for the management of generalised anxiety disorder (GAD) and collect preliminary efficacy data. Design: Uncontrolled, open-label pilot study. Method: Participants had a primary diagnosis of generalised anxiety disorder (GAD) and received two consecutive subcutaneous continuous low-dose FMZ infusions. Each infusion contained …

Elevated Plasma Sclerostin Is Associated With High Brain Amyloid-B Load In Cognitively Normal Older Adults, Jun Yuan, Steve Pedrini, Rohith Thota, James Doecke, Pratishtha Chatterjee, Hamid R. Sohrabi, Charlotte E. Teunissen, Inge M. W. Verberk, Erik Stoops, Hugo Vanderstichele, Bruno P. Meloni, Christopher Mitchell, Stephanie Rainey-Smith, Kathryn Goozee, Andrew C. P. Tai, Nicholas Ashton, Henrik Zetterberg, Kaj Blennow, Junjie Gao, Delin Liu, Frank Mastaglia, Charles Inderjeeth, Minghao Zheng, Ralph Martins

Research outputs 2022 to 2026

Osteoporosis and Alzheimer’s disease (AD) mainly affect older individuals, and the possibility of an underlying link contributing to their shared epidemiological features has rarely been investigated. In the current study, we investigated the association between levels of plasma sclerostin (SOST), a protein primarily produced by bone, and brain amyloid-beta (A ) load, a pathological hallmark of AD. The study enrolled participants meeting a set of screening inclusion and exclusion criteria and were stratified into A − (n = 65) and A + (n = 35) according to their brain A load assessed using A -PET (positron emission tomography) imaging. Plasma …

Machine-Learning Assessed Abdominal Aortic Calcification Is Associated With Long-Term Fall And Fracture Risk In Community-Dwelling Older Australian Women, Jack Dalla Via, Abadi Gebre, Cassandra Smith, Zulqarnain Gilani, David Suter, Naeha Sharif, Pawel Szulc, John T. Schousboe, Douglas P. Kiel, Kun Zhu, William D. Leslie, Richard L. Prince, Joshua R. Lewis, Marc Sim

Research outputs 2022 to 2026

Abdominal aortic calcification (AAC), a recognized measure of advanced vascular disease, is associated with higher cardiovascular risk and poorer long-term prognosis. AAC can be assessed on dual-energy X-ray absorptiometry (DXA)-derived lateral spine images used for vertebral fracture assessment at the time of bone density screening using a validated 24-point scoring method (AAC-24). Previous studies have identified robust associations between AAC-24 score, incident falls, and fractures. However, a major limitation of manual AAC assessment is that it requires a trained expert. Hence, we have developed an automated machine-learning algorithm for assessing AAC-24 scores (ML-AAC24). In this prospective study, we evaluated the …

On The Path To Decolonizing Health Care Services: The Role Of Marketing, Reece George, Steven D'Alessandro, Mehmet I. Mehmet, Mona Nikidehaghani, Michelle M. Evans, Guarangi Laud, Deirdre Tedmanson

Research outputs 2022 to 2026

Despite considerable investment, health outcomes for First Nations people are well below those of the rest of the population in several countries, including Canada, the United States, and Australia. In this article, the authors draw on actor-network theory and the case of Birthing on Country, a successful policy initiative led by First Nations Australians, to explore the decolonization of health services. Using publicly available archival data and the theoretical guidance of actor-network theory, the analysis offers insight into how marketing techniques and technologies can be deployed to achieve improved health outcomes and implement decolonized approaches. The insights provided have theoretical …

‘Keep The Music Going’: How The Isolation Tour 2020 Maintained Community And Cultural Connectedness During The 2020 Covid-19 Lockdown In Western Australia, Brigitta Scarfe, Amy Budrikis, Clint Bracknell

Research outputs 2022 to 2026

The COVID-19 pandemic and subsequent social isolation measures had a profound impact on communities worldwide. In regional and remote Western Australia, the use of online platforms has become increasingly important for maintaining social and emotional well-being. This article examines the role of ‘The Isolation Tour 2020’ Facebook page in providing a lifeline for its mostly Aboriginal audience to stay connected with culture, Country, and one another during the 2020 COVID-19 lockdown in Western Australia. The authors conducted an in-depth interview with one of the administrators of the page and supplemented this with a thematic analysis of publicly available Facebook data. …

Characterisation And Choice Of Law For Knowing Receipt, Adeline Chong

Research Collection Yong Pung How School Of Law

Knowing receipt requires the satisfaction of disparate elements under English domestic law. Its characterisation under domestic law is also unsettled. These in turn affect the issues of characterisation and choice of law at the private international law level as knowing receipt sits at the intersection of the laws of equity, restitution, wrongs and property. This paper argues that under the common law, knowing receipt ought to be considered as sui generis for choice of law purposes and governed by the law of closest connection to the claim. Where the Rome II Regulation applies, knowing receipt fits better within the tort …

National Health And Medical Research Council Statement On Electronic Cigarettes: 2022 Update, Becky Freeman, Matthew J. Peters, Renee Bittoun, Richard Brightwell, Dallas R. English, David P. Thomas, Margaret F. A. Otlowski, Nicholas A. Zwar, Catherine Chamberlain

Research outputs 2022 to 2026

Introduction: Electronic cigarette (e-cigarette) use in Australia has rapidly increased since the 2017 National Health and Medical Research Council (NHMRC) Chief Executive Officer (CEO) statement on e-cigarettes. The type of products available and the demographic characteristics of people using these products have changed. New evidence has been published and there is growing concern among public health professionals about the increased use, particularly among young people who do not currently smoke combustible cigarettes. The combination of these issues led NHMRC to review the current evidence and provide an updated statement on e-cigarettes. In this article, we describe the comprehensive process used …

Developing The Lex Mercatoria, Tiong Min Yeo

Research Collection Yong Pung How School Of Law

The historical lex mercatoria, or law merchant, is said to have emerged from the customary practices of ancient and medieval seamen and traders who found themselves in need of a common set of rules to govern mercantile trade; rules which would be broadly applicable (and acceptable) to trading parties regardless of their places of origin. To the extent that such a body of legal rules did in fact exist, its significance derived from two main features: (1) its independence (since it was not promulgated by any one decision-maker or legislator, but was drawn from the established practice of the merchant …

Tourism And Final Wish Making: The Discourse Of Terminal Illness And Travel, Gregory Willson, A. J. Mcintosh, C. Cockburn-Wootten

Research outputs 2022 to 2026

This paper identifies a new discourse about tourism, that of final wish making. The website communications of charitable foundations whose dedicated purpose is to grant final wishes for adults with a terminal illness and their families were examined using critical discourse analysis. Specifically, the aim of this study was to understand how these charitable organisations construct, communicate and mediate meanings around terminal illness and travel for these individuals. Our study found that, promoted as a final wish in one’s life, tourism is framed as a transformational concept that is beneficial in the imminent time before death, as a legacy for …

Dosing And Therapeutic Conduct In Administration Sessions In Substance-Assisted Psychotherapy: A Systematized Review, S. B. Thal, M. Wieberneit, J. M. Sharbanee, P. M. Skeffington, R. Bruno, T. Wenge, Stephen J. Bright

Research outputs 2022 to 2026

While the potential of serotonergic psychedelics and related substances as adjuncts in substance-assisted psychotherapy (SAPT) has been investigated for the treatment of several disorders, evidence for the appropriate therapeutic conduct in administration sessions is sparse. In this article, we discuss the current evidence for best therapeutic practice during administration sessions with serotonergic psychedelics and entactogens as adjuncts to psychotherapy. We conducted a systematized review of the literature following PRISMA guidelines. PsycINFO, MEDLINE, and Cochrane Library databases were searched. Clinical trials, treatment manuals, study protocols, qualitative studies, case studies, descriptive studies, opinion papers, reviews, book chapters, and conference proceedings published until …

Impact Of Particle Flux On The Vertical Distribution And Diversity Of Size-Fractionated Prokaryotic Communities In Two East Antarctic Polynyas, Viena Puigcorbé, Clara Ruiz-González, Pere Masqué, Josep M. Gasol

Research outputs 2022 to 2026

Antarctic polynyas are highly productive open water areas surrounded by ice where extensive phytoplankton blooms occur, but little is known about how these surface blooms influence carbon fluxes and prokaryotic communities from deeper waters. By sequencing the 16S rRNA gene, we explored the vertical connectivity of the prokaryotic assemblages associated with particles of three different sizes in two polynyas with different surface productivity, and we linked it to the magnitude of the particle export fluxes measured using thorium-234 (²³⁴Th) as particle tracer. Between the sunlit and the mesopelagic layers (700 m depth), we observed compositional changes in the …

Muscle Strength And Activity In Men And Women Performing Maximal Effort Biceps Curl Exercise On A New Machine That Automates Eccentric Overload And Drop Setting, James L. Nuzzo, Matheus D. Pinto, Kazunori Nosaka

Research outputs 2022 to 2026

Purpose:

Connected adaptive resistance exercise (CARE) machines are new equipment purported to adjust resistances within and between repetitions to make eccentric (ECC) overload and drop sets more feasible. Here, we examined muscle strength, endurance, electromyographic activity (EMG), and perceptions of fatigue during unilateral bicep curl exercise with a CARE machine and dumbbells. We also tested for sex differences in muscle fatigability.

Methods:

Twelve men and nine women attempted 25 consecutive coupled maximal ECC – concentric (CON) repetitions (ECCmax – CONmax) on a CARE machine. Participants also completed a CON one repetition maximum (1RM) and repetitions-to-failure tests with 60 and 80 …

Plans To Pedagogy Activity Report Phase Two: What Impact Does ‘Innovative’ Furniture Have On Student Engagement And Teacher Practices?, Julia Morris, Wesley Imms

Research outputs 2022 to 2026

Phase Two of this project, conducted during the 2021 academic year, repeated an A-B-A withdrawal design to rotate (across terms 2, 3, and 4) the furniture in 4 primary school classrooms from innovative to traditional furniture arrangements.¹ A fifth classroom with innovative furniture was used as a control. Three-weekly repeated measures were taken across the terms of: (1) characteristics impact students’ engagement, namely creative thinking, peer support and risk taking, (2) teachers’ observed actions in their classrooms, and (3) photographs by students of their preferred furniture item/s, with annotations explaining this preference. Once-a-term measures included (4) structured teacher interviews …

Public Procurement For Innovation Through Supplier Firms' Sustainability Lens: A Systematic Review And Research Agenda, Peter Adjei-Bamfo, Hadrian Geri Djajadikerta, Ferry Jie, Kerry Brown, Reza Kiani Mavi

Research outputs 2022 to 2026

Public sector purchasing processes are gaining increasing prominence as a demand-side innovation tool for addressing national sustainability challenges. Accordingly, there has been growing research attention to this topic. Prior studies suggest three key rationales that underlie the use of public sector procurement to drive innovation: (i) the buyer–user rationale (for creating new needs); (ii) the market/system failure rationale (for improving suppliers' capacity to innovate); and (iii) the public services rationale (for improving public services). However, operational activities at the upstream supply chain affecting the sustainable innovation capacities of supplier firms appear to be under-researched in the public procurement for innovation …