cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
sj-pdf-1-nnr-10.1177_15459683221078294 – Supplemental Material for The Prognostic Utility of Electroencephalography in Stroke Recovery: A Systematic Review and Meta-Analysis
Creators: name: Vatinno, Amanda A
name: Simpson, Annie
name: Ramakrishnan, Viswanathan
name: Bonilha, Heather S.
name: Bonilha, Leonardo
name: Seo, Na Jin
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 110308 Geriatrics and Gerontology
subject: FOS: Clinical medicine
subject: 110904 Neurology and Neuromuscular Diseases
subject: Neuroscience

description: Supplemental Material, sj-pdf-1-nnr-10.1177_15459683221078294 for The Prognostic Utility of Electroencephalography in Stroke Recovery: A Systematic Review and Meta-Analysis by Amanda A Vatinno, Annie Simpson, Viswanathan Ramakrishnan, Heather S. Bonilha, Leonardo Bonilha and Na Jin Seo in Neurorehabilitation and Neural Repair
Thermodynamics of Fluid Polyamorphism
Creators: name: Anisimov, Mikhail A.
name: Duška, Michal
name: Caupin, Frédéric
name: Amrhein, Lauren E.
name: Rosenbaum, Amanda
name: Sadus, Richard
Publisher: name: Swinburne
Year: 2024

description: Fluid polyamorphism is the existence of different condensed amorphous states in a single-component fluid. It is either found or predicted, usually at extreme conditions, for a broad group of very different substances, including helium, carbon, silicon, phosphorous, sulfur, tellurium, cerium, hydrogen, and tin tetraiodide. This phenomenon is also hypothesized for metastable and deeply supercooled water, presumably located a few degrees below the experimental limit of homogeneous ice formation. We present a generic phenomenological approach to describe polyamorphism in a single-component fluid, which is completely independent of the molecular origin of the phenomenon. We show that fluid polyamorphism may occur either in the presence or in the absence of fluid phase separation depending on the symmetry of the order parameter. In the latter case, it is associated with a second-order transition, such as in liquid helium or liquid sulfur. To specify the phenomenology, we consider a fluid with thermodynamic equilibrium between two distinct interconvertible states or molecular structures. A fundamental signature of this concept is the identification of the equilibrium fraction of molecules involved in each of these alternative states. However, the existence of the alternative structures may result in polyamorphic fluid phase separation only if mixing of these structures is not ideal. The two-state thermodynamics unifies all the debated scenarios of fluid polyamorphism in different areas of condensed-matter physics, with or without phase separation, and even goes beyond the phenomenon of polyamorphism by generically describing the anomalous properties of fluids exhibiting interconversion of alternative molecular states.
Additional file 1 of Bacterial contamination in contact lens training area in private optical clinics
Creators: name: Baig, Sana Badar
name: Manokaran, Kalaivani
name: Theruveethi, Nagarajan
name: Muduthan, Vivek Raghavan
Publisher: name: figshare
Year: 2024
Subjects: subject: Space Science
subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Virology

description: Supplementary Material 1
Digital History of Post-Soviet Virtual Museums
Creators: name: Povroznik, Nadezhda
Publisher: name: unknown
Year: 2020
Subjects: subject: Digital humanities
subject: History

description: The history of virtual museums began long before the appearance of web-museums on the Internet. Its trajectory is associated with the deepening and intensification of the use of information technologies in various areas of museums. The modern information environment has reached a high level of development, and users can now have many varied experiences online in order to engage with digital cultural heritage. The focus of this study is virtual museums in the post-Soviet space, which includes the former Soviet republics that left the USSR after its collapse in 1991.
53828: Official German Cards showing '618 dead Germans'
Creators: name: Project Team, Great War Archive
Publisher: name: University of Oxford
Year: 2024
Subjects: classificationCode: 430304
subject: British history
classificationCode: 430308
subject: European history (excl. British, classical Greek and Roman)
classificationCode: 430316
subject: International history

description: German propaganda photograph of German corpses. Possibly connected with the 'Kindermord zu Ypren' (also known as the 'Schlacht von Langemarck': 'saughter at Langemarck'), the massacre of the Innocents during the First Battle of Ypres, October to November 1914: German Student Reservists, advancing on French and British positions, suffered very heavy casualties.
Part of the photograph and scrap album of Revd. Leonard Thomas Pearson, Army Chaplain's Department (attached No. 44 Casualty Clearing Station), discovered in a skip and deposited with the Bodlian Library. Revd. Pearson was interviewed by Lyn Macdonald for her book 'The Roses of No Man's Land', which contains two extracts and a photograph.
sj-pdf-1-mdm-10.1177_0272989X221085569 – Supplemental material for Microsimulation Model Calibration with Approximate Bayesian Computation in R: A Tutorial
Creators: name: Shewmaker, Peter
name: Chrysanthopoulou, Stavroula A.
name: Iskandar, Rowan
name: Lake, Derek
name: Jutkowitz, Earic
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: 111799 Public Health and Health Services not elsewhere classified
subject: 160807 Sociological Methodology and Research Methods
subject: FOS: Sociology

description: Supplemental material, sj-pdf-1-mdm-10.1177_0272989X221085569 for Microsimulation Model Calibration with Approximate Bayesian Computation in R: A Tutorial by Peter Shewmaker, Stavroula A. Chrysanthopoulou, Rowan Iskandar, Derek Lake and Earic Jutkowitz in Medical Decision Making
BFG&MSF-net: boundary feature guidance and multi-scale fusion network for thyroid nodule segmentation
Creators: name: Liu, Jianuo
name: Mu, Juncheng
name: Sun, Haoran
name: Dai, Chenxu
name: Ji, Zhanlin
name: Ganchev, Ivan
Publisher: name: University of Limerick
Year: 2024
Subjects: classificationCode: 40
subject: Engineering

description: Accurately segmenting thyroid nodules in ultrasound images is crucial for computer-aided diagnosis. Despite the success of Convolutional Neural Networks (CNNs) and Transformers in natural images processing, they struggle with precise boundaries and small-object segmentation in ultrasound images. To address this, a novel BFG&MSF-Net model is proposed in this paper, utilizing four newly designed modules: (1) a Boundary Feature Guidance Module (BFGM) for improving the edge details capturing; (2) a Multi-Scale Perception Fusion Module (MSPFM) for enhancing the information capture by combining a novel Positional Blended Attention (PBA) with the Pyramid Squeeze Attention (PSA); (3) a Depthwise Separable Atrous Spatial Pyramid Pooling Module (DSASPPM), used in the bottleneck to improve the contextual information capturing; and (4) a Refinement Module (RM) optimizing the low-level features for better organ and boundary identification. Evaluated on the TN3K and DDTI open-access datasets, BFG&MSF-Net demonstrates effective reduction of boundary segmentation errors and superior segmentation performance compared to commonly used segmentation models and state-of-the-art models, which makes it a promising solution for accurate thyroid nodule segmentation in ultrasound images.
Stationary gaze entropy predicts lane departure events in sleep-deprived drivers
Creators: name: Shiferaw, Brook
name: Downey, Luke
name: Westlake, Justine
name: Stevens, Bronwyn
name: Rajaratnam, Shantha M.W.
name: Berlowitz, David J.
name: Swann, Phillip
name: Howard, Mark E.
Publisher: name: Swinburne
Year: 2024
Subjects: classificationCode: 520201
subject: Behavioural genetics
classificationCode: 520202
subject: Behavioural neuroscience
classificationCode: 520203
subject: Cognitive neuroscience
classificationCode: 520205
subject: Psychopharmacology
classificationCode: 520206
subject: Psychophysiology
classificationCode: 520207
subject: Social and affective neuroscience
classificationCode: 520301
subject: Clinical neuropsychology
classificationCode: 520401
subject: Cognition
classificationCode: 520403
subject: Learning, motivation and emotion

description: Performance decrement associated with sleep deprivation is a leading contributor to traffic accidents and fatalities. While current research has focused on eye blink parameters as physiological indicators of driver drowsiness, little is understood of how gaze behaviour alters as a result of sleep deprivation. In particular, the effect of sleep deprivation on gaze entropy has not been previously examined. In this randomised, repeated measures study, 9 (4 male, 5 female) healthy participants completed two driving sessions in a fully instrumented vehicle (1 after a night of sleep deprivation and 1 after normal sleep) on a closed track, during which eye movement activity and lane departure events were recorded. Following sleep deprivation, the rate of fixations reduced while blink rate and duration as well as saccade amplitude increased. In addition, stationary and transition entropy of gaze also increased following sleep deprivation as well as with amount of time driven. An increase in stationary gaze entropy in particular was associated with higher odds of a lane departure event occurrence. These results highlight how fatigue induced by sleep deprivation and time-on-task effects can impair drivers' visual awareness through disruption of gaze distribution and scanning patterns.
The Politics of Place: Heterogeneous Networks in Three New South Wales Local Government Areas
Creators: name: Holland, Travis
Publisher: name: unknown
Year: 2020
Subjects: subject: Local government
subject: Place (Philosophy)
subject: Actor-network theory

description: This thesis is concerned with the role of media in the experience of place in three local government areas. It builds upon recent scholarly work that seeks to rehabilitate the relationship between place and media following earlier claims that media usage could only
inhibit a sense of place, or bring about a condition of placelessness. The research is informed by interviews conducted with staff and elected officials from the three local government authorities that serve as the primary examples and case studies. The thesis thus explores the ways in which each of these places is experienced as a complex network of heterogeneous people, objects and connections which interact constantly to produce and reproduce new configurations and imaginaries. The process of negotiation between these is identified as the 'politics of place', a process that can occur across various connective media including newspapers, television, books, social network sites, tourism brochures, and blogs. It is argued that each of these media may convey an experience or a construction of place that, in turn, build upon pre-existing histories and conceptions. The methodology pursued is informed by actor-network theory (ANT), which urges the tracing of associations between ontologically distinct actants in any given network. Such traces are examined in pre-existing media such as those described above, but there are also emerging forms of media emerging that are shown to also contribute to an understanding of the construction of place.
Die Wunder Jesu. Zur neueren Literatur und zur Frage nach der Historizität
Creators: name: Lentzen-Deis, Fritzleo
Publisher: name: Theologie und Philosophie
Year: 1970

description: Theologie und Philosophie, Bd. 43 Nr. 3 (1968): Theologie und Philosophie, Band 43, Heft 3
Public health social media communications and consumer neuroscience
Creators: name: Harris, Joanne M.
name: Ciorciari, Joseph
name: Gountas, John
Publisher: name: Swinburne
Year: 2024

description: Consumer neuroscience is an emerging discipline. Potential exists for neurological quantitative research techniques to be used for the development and analysis of public health messages due to limited numbers of successful campaigns. In some instances, highly successful public health marketing campaigns have been designed to address something greater than financial gain and have achieved exceptional reach. This results in increased public awareness using social amplification platforms. Examples of these include action-oriented social media campaigns that ask individuals to act, share, pledge or challenge on behalf of a health or social cause. Neurological and physiological techniques include functional magnetic resonance imaging, magnetoencephalography, electroencephalography, eye tracking, galvanic skin response, heart rate, facial recognition and implicit association testing. Due to nonconscious decision-making processes these techniques have the potential to identify driving forces behind individuals' decision to become involved in health and social cause marketing campaigns that are unable to be identified with qualitative research methods. In 2014/2015 the Australian Government spent $23.3 million Australian dollars (AUD) on health and social service marketing campaigns, with $19.4 million AUD on health communications, and $3.9 million AUD on social services. These figures are considered conservative as expenditure on marketing campaigns below $250 thousand AUD is excluded. Thus, using consumer neuroscience to inform the design of future public health and social cause communications, which may help to save a life, while reducing expenditure on unsuccessful campaigns, requires greater understanding of the effectiveness of a positive action orientation vs. a fear and shock approach.
Additional file 1 of Motor skill learning modulates striatal extracellular vesicles’ content in a mouse model of Huntington’s disease
Creators: name: Solana-Balaguer, Júlia
name: Garcia-Segura, Pol
name: Campoy-Campos, Genís
name: Chicote-González, Almudena
name: Fernández-Irigoyen, Joaquín
name: Santamaría, Enrique
name: Pérez-Navarro, Esther
name: Masana, Mercè
name: Alberch, Jordi
name: Malagelada, Cristina
Publisher: name: figshare
Year: 2024
Subjects: Biochemistry
Cell Biology
Neuroscience
Chemical Sciences not elsewhere classified
Mental Health
Virology
Computational Biology

description: Supplementary Material 1
sj-pdf-1-inq-10.1177_00469580221091397 – Supplemental Material for Forecasting of Future Medical Care Expenditure in Japan Using a System Dynamics Model
Creators: name: Inoue, Sachie
name: Xu, Hua
name: Maswana, Jean-Claude
name: Kobayashi, Makoto
Publisher: name: SAGE Journals
Year: 2022
Subjects: Nursing not elsewhere classified

description: Supplemental Material, sj-pdf-1-inq-10.1177_00469580221091397 for Forecasting of Future Medical Care Expenditure in Japan Using a System Dynamics Model by Sachie Inoue, Hua Xu, Jean-Claude Maswana and Makoto Kobayashi in INQUIRY: The Journal of Health Care Organization, Provision, and Financing
Investigation of collapsed building incidents on soft marine deposit: both from social and technical perspectives
Creators: name: Lyu, Hai-Min
name: Cheng, Wen-Chieh
name: Shen, Shuilong
name: Arulrajah, Arul
Publisher: name: Swinburne
Year: 2024

description: A collapsed incident occurred on 10 October 2016 in Wenzhou City, China, which resulted in 22 casualties and 6 injuries. Most of victims were migrant laborers (rural dwellers who move to urban for a temporary work), who rented apartments in these residential buildings, which were originally constructed by local rural residents. This case report investigates the collapsed incident as well as other similar previous incidents. From the perspectives of both social and technical aspects, this report analyzed the Chinese rural land use policy with relevant technical factors. These incidents reveal social problems of the existing dual structure land-use policy in China. Chinese dual structure land-use policy caused deficiencies in the supervision of the construction market in rural area so that the following technical factors were not well supervised by the various quality control departments: (1) poorly quality of residential buildings, (2) unauthorized rooftop additions, and (3) differential settlement caused by the uneven distribution of underlying Wenzhou clay under creep conditions. Mandatory regulation by the government for any construction in China, particularly for the construction of self-constructed house building sites in rural areas, was recommended to minimize the resettlement issue of migrant workers.
Literacies in a Digital Humanities Context: A dh+lib Special Issue
Creators: name: Brooks, Mackenzie
name: Hubbard, Melanie
name: Perkins, Jody
name: Russell, John
Publisher: name: dh+lib
Year: 2020
Subjects: subject: Digital humanities
subject: Teaching
subject: Computer literacy
subject: Information literacy

description: Librarians are well aware, as are many faculty, of the intricate relationships between digital humanities (DH) and literacies—information literacy, visual literacy, digital literacy, data literacy, and the like. Scholarship centered on this intersection is spread across books and journals in numerous disciplines, however. Because of this broad range of publication venues, the scholarly conversation around DH and literacies has not always been easy to follow. In response, this dh+lib special issue is an attempt to bring together practitioners and foster discussion from a number of perspectives, providing 'on the ground' applications that, webelieve, will encourage and empower our colleagues and peers to engage more deeply in this work.
Comparison of outcome measures and complication rates following three different approaches for primary total hip arthroplasty: a pragmatic randomised controlled trial
Creators: name: Talia, Adrian J.
name: Coetzee, Cassandra
name: Tirosh, Oren
name: Tran, Phong
Publisher: name: Swinburne
Year: 2024

description: Background: Total hip arthroplasty is one of the most commonly performed surgical procedures worldwide. There are a number of surgical approaches for total hip arthroplasty and no high-level evidence supporting one approach over the other. Each approach has its unique benefits and drawbacks. This trial aims to directly compare the three most common surgical approaches for total hip arthroplasty. Methods/design: This is a single-centre study conducted at Western Health, Melbourne, Australia; a large metropolitan centre. It is a pragmatic, parallel three-arm, randomised controlled trial. Sample size will be 243 participants (81 in each group). Randomisation will be secure, web-based and managed by an independent statistician. Patients and research team will be blinded pre-operatively, but not post-operatively. Intervention will be either direct anterior, lateral or posterior approach for total hip arthroplasty, and the three arms will be directly compared. Participants will be aged over 18 years, able to provide informed consent and recruited from our outpatients. Patients who are having revision surgery or have indications for hip replacement other than osteoarthritis (i.e., fracture, malignancy, development dysplasia) will be excluded from the trial. The Oxford Hip Score will be determined for patients pre-operatively and 6 weeks, 6, 12 and 24 months post-operatively. The Oxford Hip Score at 24 months will be the primary outcome measure. Secondary outcome measures will be dislocation, infection, intraoperative and peri-prosthetic fracture rate, length of hospital stay and pain level, reported using a visual analogue scale. Discussion: Many studies have evaluated approaches for total hip arthroplasty and arthroplasty registries worldwide are now collecting this data. However no study to date has compared these three common approaches directly in a randomised fashion. No trial has used patient-reported outcome measures to evaluate success. This pragmatic study aims to identify differences in patient perception of total hip arthroplasty depending on surgical approach. Trial registration: Australian New Zealand Clinical Trials Registry, ACTRN12617000272392. Registered on 22 February 2017.
53832: Photographs of Ypres notice
Creators: name: Project Team, Great War Archive
Publisher: name: University of Oxford
Year: 2024
Subjects: classificationCode: 430304
subject: British history
classificationCode: 430308
subject: European history (excl. British, classical Greek and Roman)
classificationCode: 430316
subject: International history

description: Photograph of Ypres notice. Reads 'Notice. This is holy ground. No stone of this fabric may be taken away. It is a heritage for all civilised peoples. By order Town Mayor Ypres'.
Part of the photograph and scrap album of Revd. Leonard Thomas Pearson, Army Chaplain's Department (attached No. 44 Casualty Clearing Station), discovered in a skip and deposited with the Bodlian Library. Revd. Pearson was interviewed by Lyn Macdonald for her book 'The Roses of No Man's Land', which contains two extracts and a photograph.
53835: Jack Morten, A Menu cooked on a primitive stove
Creators: name: Project Team, Great War Archive
Publisher: name: University of Oxford
Year: 2024
Subjects: classificationCode: 430304
subject: British history
classificationCode: 430308
subject: European history (excl. British, classical Greek and Roman)
classificationCode: 430316
subject: International history

description: An explanation acompanied the menu: N° 1, made from Oxo cubes; 2, tinned lobster; 3, tinned chicken; 4, ration beef; 5, pears & cream; 6, gingerbread (out of a parcel); 7, savoury, sardines on toast; the meal was to celebrate the captain's birthday and was served in an old Bedouin marquee. The names of the courses include oases where they had camped on the way.Editor's Comment:
Pte. 2393 John Clarke Morten, 1/7th Bn. Manchester Regiment, was commissioned Second Lieutenant and later attached to the Royal Air Force.
55794: Photograph of mounted driver from effects of James Ryan
Creators: name: Project Team, Great War Archive
Publisher: name: University of Oxford
Year: 2024
Subjects: classificationCode: 430304
subject: British history
classificationCode: 430308
subject: European history (excl. British, classical Greek and Roman)
classificationCode: 430316
subject: International history

description: Artillery driver with full equipment, astride horse with limber packsaddlery.
James Ryan was 6ft tall and looked older which was why he was accepted as a volunteer at just 16 years of age.

He joined the Royal Field Artillery as a Gunner (service no. 1385) and was mobilised on the 4th August 1914 from Southampton to Alexandria. He travelled to Cairo, Ismailia, Kantarah, Albania, Port Said and into Turkey, fighting in Gallipoli and the Dardanelles with the '1st/1st Brigade, Royal Field Artillery, 1/4th East Lancs. Battery, Mediterranean Expeditionary Force' (i.e. 213th Brigade, Royal Field Artillery, 42nd Division). Then eventually back to Alexandria, Cairo, Alexandria, Dardenelles, Cairo, Suez, Moses Well to Cairo. During this period he was hospitalised several times with slight knee injury from splinters from a shell burst, several severe attacks of dysentery and was seriously ill with jaundice which keep him in hospital for several weeks. He sailed to Cyprus to a Hospital in Limassol.

He was sent home to England at some point to his parents and young sister Edna, my mother- who will be 96 years old this July and remembers and still grieves for her brother ˜jim-jim'. A gap here in information, but he returned to action and fought in France and Belgium. He states in the attached letter that there isn't a bullet with his name on, which proved correct when Jim was killed by Mustard Gas on 30th September 1917 at the 3rd battle of Passchendale on the Menin Road (serving with 'B' Battery, 210th Brigade Royal Field Artillery, 42nd Division, as Acting Bombadier, no. 705469), and taken to the Mendingham dressing station. He is buried at the Mendingham cemetery where his headstone shows his age as 22yrs old which is incorrect as he had lied about his age when he volunteered.
Additional file 1 of Anatomy of thermal unrest at a hydrothermal system: case study of the 2021–2022 crisis at Vulcano
Creators: name: Pailot-Bonnétat, Sophie
name: Rafflin, Victoria
name: Harris, Andrew
name: Diliberto, Iole Serena
name: Ganci, Gaetana
name: Bilotta, Guiseppe
name: Cappello, Annalisa
name: Boudoire, Guillaume
name: Grassa, Fausto
name: Gattuso, Alessandro
name: Ramsey, Michael
Publisher: name: figshare
Year: 2024
Subjects: Medicine
Astronomical and Space Sciences not elsewhere classified
Developmental Biology
Cancer
Computational Biology

description: Additional file 1: Appendix A. Reactivation of the fumarole field – sulfur deposits and effect on vegetation. Appendix B. List of punctual field measurements and instruments. Appendix C. FA_grid. Appendix D. Fossa surface temperature frequency distributions from AST08. Appendix E. Fossa anomalous pixel detected from temperature distribution. Appendix F. T15 of the Profile1 between 2015 and 2021. Appendix G. Minimum and maximum and index temperatures from the fumarole surveys, by areas. Appendix H. Average and maximum temperatures and bimodality from the satellite survey. Appendix I. HTF temperatures between 2021–2023
Discovery of a sweet spot on the foot with a smart wearable soccer boot sensor that maximizes the chances of scoring a curved kick in soccer
Creators: name: Fuss, Franz
name: Düking, Peter
name: Weizman, Udi
Publisher: name: Swinburne
Year: 2024

description: This paper provides the evidence of a sweet spot on the boot/foot as well as the method for detecting it with a wearable pressure sensitive device. This study confirmed the hypothesized existence of sweet and dead spots on a soccer boot or foot when kicking a ball. For a stationary curved kick, kicking the ball at the sweet spot maximized the probability of scoring a goal (58-86%), whereas having the impact point at the dead zone minimized the probability (11-22%). The sweet spot was found based on hypothesized favorable parameter ranges (center of pressure in x/y-directions and/or peak impact force) and the dead zone based on hypothesized unfavorable parameter ranges. The sweet spot was rather concentrated, independent of which parameter combination was used (two- or three-parameter combination), whereas the dead zone, located 21 mm from the sweet spot, was more widespread.
sj-docx-1-cjb-10.1177_00938548221087177 – Supplemental material for Does Convenience Come with a Price? The Impact of Remote Testimony on Perceptions of Expert Credibility
Creators: name: Jones, Ashley C. T.
name: Batastini, Ashley B.
name: Patel, Meera B.
name: Sacco, Donald F.
name: Warlick, Craig A.
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 111799 Public Health and Health Services not elsewhere classified
subject: FOS: Health sciences
subject: 160299 Criminology not elsewhere classified
subject: FOS: Law
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: Supplemental material, sj-docx-1-cjb-10.1177_00938548221087177 for Does Convenience Come with a Price? The Impact of Remote Testimony on Perceptions of Expert Credibility by Ashley C. T. Jones, Ashley B. Batastini, Meera B. Patel, Donald F. Sacco and Craig A. Warlick in Criminal Justice and Behavior
Graphene based room temperature flexible nanocomposites from permanently cross-linked networks
Creators: name: Hameed, Nishar
name: Dumée, Ludovic F.
name: Allioux, Francois Marie
name: Reghat, Mojdeh
name: Church, Jeffrey S.
name: Naebe, Minoo
name: Magniez, Kevin
name: Parameswaranpillai, Jyotishkumar
name: Fox, Bronwyn
Publisher: name: Swinburne
Year: 2024

description: Graphene based room temperature flexible nanocomposites were prepared using epoxy thermosets for the first time. Flexible behavior was induced into the epoxy thermosets by introducing charge transfer complexes between functional groups within cross linked epoxy and room temperature ionic liquid ions. The graphene nanoplatelets were found to be highly dispersed in the epoxy matrix due to ionic liquid cation-π interactions. It was observed that incorporation of small amounts of graphene into the epoxy matrix significantly enhanced the mechanical properties of the epoxy. In particular, a 0.6 wt% addition increased the tensile strength and Young's modulus by 125% and 21% respectively. The electrical resistance of nanocomposites was found to be increased with graphene loading indicating the level of self-organization between the ILs and the graphene sheets in the matrix of the composite. The graphene nanocomposites were flexible and behave like ductile thermoplastics at room temperature. This study demonstrates the use of ionic liquid as a compatible agent to induce flexibility in inherently brittle thermoset materials and improve the dispersion of graphene to create high performance nanocomposite materials.
Digital Medievalist Postgraduate Subcommittee: Networking, Research, & Reform
Creators: name: Harr, James
Publisher: name: unknown
Year: 2020
Subjects: subject: Middle Ages

description: Digital Medievalist (digitalmedievalist.wordpress.com) is an international, interest-based virtual research community with a broad thematic focus that brings together academics and social scientists of varying status and promotes ways to jointly expand the scope of the individual disciplines under the umbrella of "medieval studies". During the poster session we would like to introduce the various initiatives of the Digital Medievalist Community and promote networking within the DH community. In particular, the presentation will outline the planned activities of the newly-founded Postgraduate Subcommittee - organization of joint panels, production of podcasts, general social media presence - and promote a peer-to-peer exchange.
sj-pdf-1-asp-10.1177_00037028221081520 – Supplemental Material for Simultaneous Temperature and Pressure Measurements in Compressible Flow Using Nanosecond O2 Coherent Anti-Stokes Raman Spectroscopy
Creators: name: Satija, Aman
name: Lucht, Robert P.
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 99999 Engineering not elsewhere classified
subject: FOS: Other engineering and technologies

description: Supplemental Material, sj-pdf-1-asp-10.1177_00037028221081520 for Simultaneous Temperature and Pressure Measurements in Compressible Flow Using Nanosecond O2 Coherent Anti-Stokes Raman Spectroscopy by Aman Satija and Robert P. Lucht in Applied Spectroscopy
Improving EEG-based driver fatigue classification using sparse-deep belief networks
Creators: name: Chai, Rifai
name: Ling, Sai Ho
name: San, Phyo Phyo
name: Naik, Ganesh R.
name: Nguyen, Tuan N.
name: Tran, Yvonne
name: Craig, Ashley
name: Nguyen, Hung
Publisher: name: Swinburne
Year: 2024
Subjects: classificationCode: 4003
subject: Biomedical engineering

description: This paper presents an improvement of classification performance for electroencephalography (EEG)-based driver fatigue classification between fatigue and alert states with the data collected from 43 participants. The system employs autoregressive (AR) modeling as the features extraction algorithm, and sparse-deep belief networks (sparse-DBN) as the classification algorithm. Compared to other classifiers, sparse-DBN is a semi supervised learning method which combines unsupervised learning for modeling features in the pre-training layer and supervised learning for classification in the following layer. The sparsity in sparse-DBN is achieved with a regularization term that penalizes a deviation of the expected activation of hidden units from a fixed low-level prevents the network from overfitting and is able to learn low-level structures as well as high-level structures. For comparison, the artificial neural networks (ANN), Bayesian neural networks (BNN), and original deep belief networks (DBN) classifiers are used. The classification results show that using AR feature extractor and DBN classifiers, the classification performance achieves an improved classification performance with a of sensitivity of 90.8%, a specificity of 90.4%, an accuracy of 90.6%, and an area under the receiver operating curve (AUROC) of 0.94 compared to ANN (sensitivity at 80.8%, specificity at 77.8%, accuracy at 79.3% with AUC-ROC of 0.83) and BNN classifiers (sensitivity at 84.3%, specificity at 83%, accuracy at 83.6% with AUROC of 0.87). Using the sparse-DBN classifier, the classification performance improved further with sensitivity of 93.9%, a specificity of 92.3%, and an accuracy of 93.1% with AUROC of 0.96. Overall, the sparse-DBN classifier improved accuracy by 13.8, 9.5, and 2.5% over ANN, BNN, and DBN classifiers, respectively.
53957: Letter from Dean Inge to Harold Begbie
Creators: name: Project Team, Great War Archive
Publisher: name: University of Oxford
Year: 2024
Subjects: classificationCode: 430304
subject: British history
classificationCode: 430308
subject: European history (excl. British, classical Greek and Roman)
classificationCode: 430316
subject: International history

description: Harold Begbie's attitude to the war was less jingoistic than the recruiting poem 'Fall In' would seem to demonstrate. He had a great sympathy towards conscientious objectors, writing a novel 'Mr Sterling Stick it Out' about their plight which he was unable to get published until after the war. He tried to get a petition organised for a more humane and understanding treatment of them. This letter is the reply from W R Inge 1860-1954 the Dean of St. Paul's Cathedral.
I don't know the significance of the other names written on the letter; perhaps other possible signatories.
Additional file 1 of Validation and meaningful within-patient change in work productivity and activity impairment questionnaire (WPAI) for episodic or chronic migraine
Creators: name: Ford, Janet H.
name: Ye, Wenyu
name: Ayer, David W.
name: Mi, Xiaojuan
name: Bhandari, Swati
name: Buse, Dawn C.
name: Lipton, Richard B.
Publisher: name: figshare
Year: 2024
Subjects: subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Neuroscience
subject: Immunology
subject: FOS: Clinical medicine

description: Additional file 1. WPAI Questions and Score.
Hybrid brain-computer interface for biomedical cyber-physical system application using wireless embedded EEG systems
Creators: name: Chai, Rifai
name: Naik, Ganesh R.
name: Ling, Sai Ho
name: Nguyen, Hung
Publisher: name: Swinburne
Year: 2024
Subjects: classificationCode: 4003
subject: Biomedical engineering

description: Background: One of the key challenges of the biomedical cyber-physical system is to combine cognitive neuroscience with the integration of physical systems to assist people with disabilities. Electroencephalography (EEG) has been explored as a non-invasive method of providing assistive technology by using brain electrical signals. Methods: This paper presents a unique prototype of a hybrid brain computer interface (BCI) which senses a combination classification of mental task, steady state visual evoked potential (SSVEP) and eyes closed detection using only two EEG channels. In addition, a microcontroller based head-mounted battery-operated wireless EEG sensor combined with a separate embedded system is used to enhance portability, convenience and cost effectiveness. This experiment has been conducted with five healthy participants and five patients with tetraplegia. Results: Generally, the results show comparable classification accuracies between healthy subjects and tetraplegia patients. For the offline artificial neural network classification for the target group of patients with tetraplegia, the hybrid BCI system combines three mental tasks, three SSVEP frequencies and eyes closed, with average classification accuracy at 74% and average information transfer rate (ITR) of the system of 27 bits/min. For the real-time testing of the intentional signal on patients with tetraplegia, the average success rate of detection is 70% and the speed of detection varies from 2 to 4 s.
An improved hybrid algorithm for multiple change-point detection in array CGH data
Creators: name: Sofronov, G. Y.
name: Polushina, T. V.
name: Weerasinghe Jayawar, Madawa
Publisher: name: Swinburne
Year: 2024

description: A human genome is highly structured. Usually, the structure forms regions having patterns of a specific property. It is well-known that analysis of biological sequences is often confronted with measurements for the gene expression levels. When these observations are ordered by their location on the genome, the values form clouds with different observed means, supposedly reflecting different mean levels. The statistical analysis of these sequences aims at finding chromosomal regions with “abnormal” (increased or decreased) mean levels. Therefore, identifying genomic regions associated with systematic aberrations provides insights into the initiation and progression of a disease, and improves the diagnosis, prognosis and therapy strategies. In this paper, we present a further extension of our work, where we propose a two-staged hybrid algorithm to identify structural patterns in genomic sequences. At the first stage of the algorithm, an efficient sequential change-point detection procedure (for example, the Shiryaev-Roberts procedure or the cumulative sum control chart (CUSUM) procedure) is applied. Then the obtained locations of the change-points are used to initialize the Cross-Entropy (CE) algorithm, which is an evolutionary stochastic optimization method that estimates both the number of change-points and their corresponding locations. The first-stage of the algorithm is very sensitive for the thresholds selection, and the identification of optimal thresholds will increase the accuracy of the results and further improve the efficiency of the a lgorithm. In this study, we propose an improved hybrid algorithm for change-point detection, which uses optimal thresholds for the sequential change-point detection procedure and the CE method to obtain more precised estimates. In order to illustrate the usefulness of the algorithm, we have performed a comparison of the proposed hybrid algorithms for both artificially generated data and real aCGH experimental data. Our results show that the proposed methodologies are effective in detecting multiple change-points in biological sequences.
title: Evasion Resilience in Variational Bottleneck Injected Deep Neural Networks
Creators: name: Szabó, Patrik
Publisher: name: TU Wien
Year: 2025
Subjects: subject: Deep Neural Networks
subject: Adversarial Attacks
subject: Evasion Attacks
subject: Variational Information Bottleneck
subject: Shallow Variational Bottleneck Injection
subject: Deep Variational Bottleneck Injection
subject: Adversarial Robustness
subject: Image Classification
subject: Model Compression

description: Tiefe neuronale Netzwerke (Deep Neural Networks, DNNs) sind in verschiedenen Anwendungen allgegenwärtig geworden, jedoch sind sie äußerst anfällig für adversarielle Angriffe, die ihre Ausgaben leicht manipulieren können. Diese Arbeit untersucht das Potenzial von variationalen Bottleneck-Techniken, insbesondere des Deep Variational Information Bottleneck (DVBI) und des Shallow Variational Bottleneck Injection (SVBI), um die Robustheit von DNNs gegenüber adversariellen Umgehungsangriffen zu erhöhen. Wir führen eine empirische Studie durch, in der Modelle, die mit SVBI, DVBI und traditionellen Architekturen ohne Bottlenecks trainiert wurden, verglichen und ihre Widerstandsfähigkeit gegenüber den neuesten Umgehungsangriffen, einschließlich der FGSM-, EAD-, C\&W- und JSMA-Angriffe, analysiert werden. Unsere Forschung bewertet den Einfluss der Platzierung des Bottlenecks auf die Robustheit gegen adversarielle Angriffe und untersucht die Beziehung zwischen Netzwerktiefe und Widerstandsfähigkeit. Die Ergebnisse heben die Wirksamkeit bestimmter variationaler Bottleneck-Strategien zur Verringerung der Anfälligkeit von Modellen gegenüber adversariellen Störungen hervor und bieten Einblicke, wie diese Techniken genutzt werden können, um sicherere KI-Systeme zu entwerfen.
description: Deep neural networks (DNNs) have become ubiquitous in various applications, yet they are highly vulnerable to adversarial attacks that can easily manipulate their output. This paper investigates the potential of variational bottleneck techniques and the role of network depth for adversarial robustness. We conduct an empirical study comparing models trained with Information Bottleneck-based objectives and traditional architectures without bottlenecks. We analyze their resilience against state-of-the-art evasion attacks, including the FGSM, EAD, C\&W, and JSMA attacks. Our research evaluates the impact of bottleneck placement on adversarial robustness and explores the relationship between network depth and resilience. Our results highlight the effectiveness of certain variational bottleneck strategies in reducing model vulnerability to adversarial perturbations, providing insights into how these techniques can be leveraged to design more secure AI systems.
sj-docx-1-psw-10.1177_14789299221084167 – Supplemental material for It Is All About Money! What Drives Interest Groups’ Relations with Political Parties in Central and Eastern Europe?
Creators: name: Kaminski, Pawel
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 160607 International Relations
subject: FOS: Political science

description: Supplemental material, sj-docx-1-psw-10.1177_14789299221084167 for It Is All About Money! What Drives Interest Groups’ Relations with Political Parties in Central and Eastern Europe? by Pawel Kaminski in Political Studies Review
Assessing the Impact of an Undergraduate Digital Humanities Summer Research Program
Creators: name: Paddick, Courtney
name: PIRMANN, CARRIE
Publisher: name: unknown
Year: 2020
Subjects: subject: Evaluation
subject: Curriculum planning
subject: Digital humanities
subject: Teaching

description: This presentation examines the lasting impacts of an undergraduate digital scholarship research program on the participants. We surveyed past Digital Scholarship Summer Research Fellows (DSSRF) to understand how their participation and the skills they acquired were applicable to their subsequent coursework and career paths, and how the program influenced their thinking about scholarship. DSSRF is an eight week, librarian-led summer fellowship which introduces students to digital humanities tools and methodologies, and equips them with the skills necessary to undertake an independent, digitally-based research project. Thus far, there has been limited research on the impact of digital humanities summer research programs. We have previously relied on informal assessment of the program, but through this survey will conduct a more formal assessment and gather student reflections. We believe sharing this information with the broader digital humanities community will be informative to others facilitating or considering developing undergraduate summer research programs.
sj-pdf-1-jva-10.1177_11297298221086129 – Supplemental material for Prolong the flushing and locking interval of TIVAD is feasible in COVID-19: An overview of systematic reviews
Creators: name: Wang, Yan
name: Zhao, Jian
name: Wan, Guang-ming
Publisher: name: SAGE Journals
Year: 2022
Subjects: Cardiology

description: Supplemental material, sj-pdf-1-jva-10.1177_11297298221086129 for Prolong the flushing and locking interval of TIVAD is feasible in COVID-19: An overview of systematic reviews by Yan Wang, Jian Zhao and Guang-ming Wan in The Journal of Vascular Access
Correlates of self-harm and suicide attempts in justice-involved young people
Creators: name: Shepherd, Stephane
name: Spivak, Benjamin
name: Borschmann, Rohan
name: Kinner, Stuart A.
name: Hachtel, Henning
Publisher: name: Swinburne
Year: 2024

description: The purpose of this study was to ascertain the prevalence and correlates of self-harm among young people in detention in Australia. The sample included 215 (177 male; 38 female) young people who were in youth detention in the state of Victoria, Australia. Participants were administered a series of questionnaires related to self-harm, mental health, socio-environmental experiences and behaviours. Overall, one-third (33%) of the sample reported previous self-harm and 12% reported at least one suicide attempt. In a multivariate logistic regression analysis, a history of childhood trauma, contact with mental health services, and low educational interest significantly increased the likelihood of self-harm. Young people who reported a suicide attempt scored significantly higher on the measure of childhood trauma than did youth who had engaged in non-suicidal self-harm. Findings demonstrate a strong connection between childhood traumatic experiences and suicidal behaviours for youth in detention. Trauma histories and mental health concerns must be considered when identifying youth at increased risk of self-harm.
Additional file 1 of Comparisons of 25 cerebrospinal fluid cytokines in a case–control study of 106 patients with recent-onset depression and 106 individually matched healthy subjects
Creators: name: Sørensen, Nina Vindegaard
name: Borbye-Lorenzen, Nis
name: Christensen, Rune Haubo Bojesen
name: Orlovska-Waast, Sonja
name: Jeppesen, Rose
name: Skogstrand, Kristin
name: Benros, Michael Eriksen
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Neuroscience
subject: Physiology
subject: Immunology
subject: FOS: Clinical medicine
subject: Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Mental Health

description: Additional file 1: Table S1. Minor somatic co-morbidity in population. Table S2. Intra- and interassay variation. Table S3. LLOD and LLOQ. Table S4. Definitions of cytokine categories. Table S5. Cytokines above LLOQ. Table S6. Measurements above LLOD and LLOQ. Table S7. Summary of observed data. Table S8. CSF cytokines from patients with depression and healthy controls categorized by inflammatory properties. Table S9. Subgroup analysis of HDRS-17 score, HARS score and suicidal ideation for primary outcomes. Table S10. Subgroup analysis of HDRS-17 score, HARS score and suicidal ideation for secondary outcomes. Table S11. Subgroup analysis based on smoking status, antidepressants, and antipsychotics for primary outcomes. Table S12. Subgroup analysis based on smoking status, antidepressants, and antipsychotics for secondary outcomes. Table S13. Sensitivity analyses of primary outcomes. Figure S1. Participant distribution on plates. Figure S2. Percentages of samples with detectable and quantifiable levels of cytokines/chemokines illustrated pr. Plate. Figure S3. The distribution of concentrations of all outcome measures estimated from censored log-normal models related to the lower limit of detection (LLOD) and lower limit of quantification (LLOQ). Methods S1.
Kameraden und Kohlköpfe: John Heartfield im Universum der technischen Bilder
Creators: name: Roth, Nancy
Publisher: name: transcript Verlag
Year: 2014
Subjects: subject: Dialogue in motion pictures
subject: Photography
subject: Television broadcasting--Language
subject: Germans--Social life and customs

description: The essay positions John Heartfield (1891-1968) as the kind of artist -- or better, image-maker or imager -- that Vilém Flusser described in his book, Into the Universe of Technical Images. The photomontages, for which Heartfield is best known, overturn the media priorities of the newspaper in which they appear. More like theatre or film, they prioritize vision, and build in sound effects. In keeping with Flusser's understanding of the coming telematic society, they exert no authority. Instead they quite deliberately build, issue by issue, a consensus, an admiration for, trust in what is clearly an invention.