cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
A Machine Learning Approach for Uniform Intrusion Detection
Creators: name: Devulapalli, Saurabh
Publisher: name: Purdue University Graduate School
Year: 2021
Subjects: Pattern recognition
Data mining and knowledge discovery
System and network security
Knowledge representation and reasoning

description: Intrusion Detection Systems are vital for computer networks as they protect against attacks that lead to privacy breaches and data leaks. Over the years, researchers have formulated intrusion detection systems (IDS) using machine learning and/or deep learning to detect network anomalies and identify four main attacks namely, Denial of Service (DoS), Probe, Remote to Local (R2L) and User to Root (U2R). However, the existing models are efficient in detecting just few of the aforementioned attacks while having inadequate detection rates for the rest. This deficiency makes it difficult to choose an appropriate IDS model when a user does not know what attacks to expect. Thus, there is a need for an IDS model that can detect, with uniform efficiency, all the four main classes of network intrusions. This research is aimed at exploring a machine learning approach to an intrusion detection model that can detect DoS, Probe, R2L and U2R attack classes with uniform and high efficiency. A multilayer perceptron was trained in an ensemble with J48 decision tree. The resultant ensemble learning model achieved over 85% detection rates for each of DoS, probe, R2L, and U2R attacks.
Additional file 2 of Meta-analysis of epigenetic aging in schizophrenia reveals multifaceted relationships with age, sex, illness duration, and polygenic risk
Creators: name: Ori, Anil P. S.
name: Olde Loohuis, Loes M.
name: Guintivano, Jerry
name: Hannon, Eilis
name: Dempster, Emma
name: St. Clair, David
name: Bass, Nick J.
name: McQuillin, Andrew
name: Mill, Jonathan
name: Sullivan, Patrick F.
name: Kahn, Rene S.
name: Horvath, Steve
name: Ophoff, Roel A.
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Neuroscience
subject: Physiology
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Mathematical Sciences not elsewhere classified
subject: Developmental Biology
subject: Cancer
subject: Mental Health
subject: Computational Biology

description: Additional file 2. Supplementary figures 1–12.
sj-docx-2-pie-10.1177_09544089211043603 - Supplemental material for A comprehensive comparison between the effect of elevated temperature constrained groove pressing on the microstructural evolutions, crystallographic texture, and mechanical properties of Al 2024 and Mg AZ91D alloys
Creators: name: Fereshteh-Saniee, F.
name: Ghorbanhosseini, S.
name: Yaghoubi, S.
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 99999 Engineering not elsewhere classified
subject: FOS: Other engineering and technologies
subject: 91299 Materials Engineering not elsewhere classified
subject: FOS: Materials engineering

description: Supplemental material, sj-docx-2-pie-10.1177_09544089211043603 for A comprehensive comparison between the effect of elevated temperature constrained groove pressing on the microstructural evolutions, crystallographic texture, and mechanical properties of Al 2024 and Mg AZ91D alloys by F. Fereshteh-Saniee, S. Ghorbanhosseini and S. Yaghoubi in Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering
sj-pdf-1-prq-10.1177_10659129211043134 – Supplemental Material for The Contingent Effects of Sexism in Primary Elections
Creators: name: Hayes, Danny
name: Lawless, Jennifer L.
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 160607 International Relations
subject: FOS: Political science

description: Supplemental Material, sj-pdf-1-prq-10.1177_10659129211043134 for The Contingent Effects of Sexism in Primary Elections by Danny Hayes and Jennifer L. Lawless in Political Research Quarterly
Smart Flowerpot as an Internet of Things Device for Automatic Plant Care
Creators: name: Killough, Angelica
Publisher: name: Washington State University
Year: 2023
Subjects: Automated Plant Care
IoT Devices
Machine Learning

description: Indoor plants provide many benefits but maintaining a healthy indoor plant can be difficult for some people as they may forget to water the plant regularly. This research presents design of an initial prototype smart flowerpot as an Internet of Things (IoT) device for automatic plant care. The device can retrieve weather data over the internet and record sensor readings. Five control modes (manual, two automated versions, and two versions of smart care with machine learning) were tested. Plants were kept alive in all modes, but the smart care modes achieved similar results with much less water usage. In all modes, maintaining a target soil moisture level proved to be challenging.
Additional file 4 of Meta-analysis of epigenetic aging in schizophrenia reveals multifaceted relationships with age, sex, illness duration, and polygenic risk
Creators: name: Ori, Anil P. S.
name: Olde Loohuis, Loes M.
name: Guintivano, Jerry
name: Hannon, Eilis
name: Dempster, Emma
name: St. Clair, David
name: Bass, Nick J.
name: McQuillin, Andrew
name: Mill, Jonathan
name: Sullivan, Patrick F.
name: Kahn, Rene S.
name: Horvath, Steve
name: Ophoff, Roel A.
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Neuroscience
subject: Physiology
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Mathematical Sciences not elsewhere classified
subject: Developmental Biology
subject: Cancer
subject: Mental Health
subject: Computational Biology

description: Additional file 4. Supplementary tables 11–12: generalized additive model statistics.
Electrochemical Oxidation of Perfluoro-octanoic Acid in Bi2O3-SnO2/Ti4O7 Membranes
Creators: name: Misal, Saurabh Nandkishor
Publisher: name: University of Illinois Chicago
Year: 2025

description: The dissertation is focused on developing Bi2O3-SnO2 (BTO) deposited reactive electrochemical membranes (REMs) for electrochemical oxidation of perfluorooctanoic acid (PFOA). The developed BTO/REM was tested in different electrolytes and in a groundwater matrix to treat concentrated per- and poly-alkyl substances (PFAS) wastes that include ion exchange resin (IXR) still bottoms and foamates from foam fractionation of groundwater. In the initial part of the research different deposition methods, roles of Bi2O3 and SnO2 on defluorination, and oxidation in an inert electrolyte were investigated. Then, the effect of electrolytes, ions in the groundwater matrix, and methanol on PFOA oxidation and defluorination was studied. Based on the observation, defluorination pathways were proposed.
Using BTO/REM, >98% PFOA removal with >85% fluoride yield was achieved at 4.2 V/SHE with hydraulic residence time (tr) of 60.4 s. The fluoride yield was enhanced from ~40.2% with ~99.4% PFOA removal with a fluoride yield of ~86.8% with ~99.9% PFOA removal at 4.7 V/SHE with tr of 15.1 s for 0.3% methanol in 100 mM (NH4)2SO4 using BTO/REM. The experiment conducted with IXR still bottoms surrogate in (NH4)2SO4 electrolyte in 0.3% methanol showed ~92% removal of perfluorocarboxylic acids (PFCAs), >82.6% removal of perfluorooctane sulfonic acid (PFOS), and ~67.5% defluorination at 4.7 V/SHE and tr of 15.1 s.
Overall, results showed that surface blockage due to Ca2+ and Mg2+ precipitants led to higher PFCA product formation. Sulfate was proposed as the choice of electrolyte for groundwater and foamtes, and (NH4)2SO4 electrolyte was proposed as a regenerant for IXR to avoid formation of toxic chlorinated byproducts and a tolerable methanol amount was proposed. Precursors present in AFFFs formed PFCAs and PFSAs under anodic potentials. A few limitations include long-term stability of BTO/REM, formation of shorter chain PFCAs in groundwater matrix, and accumulation of removal short chain perfluorosulfonic acids (PFSAs). To overcome the limitations, future work will be focused on understanding the mechanism of PFAS oxidation on Bi2O3 and SnO2, synthesis of a stable BTO catalyst, defluorination of short chain PFSAs by utilizing reactors in series or by developing a new catalyst, and scale-up of BTO/REM with techno-economic assessment.
sj-pdf-1-crx-10.1177_00936502211043024 – Supplemental material for A Meta-Analysis of Factors Related to Health Information Seeking: An Integration from Six Theoretical Frameworks
Creators: name: Ou, Mengxue
name: Ho, Shirley S.
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 200199 Communication and Media Studies not elsewhere classified
subject: FOS: Media and communications

description: Supplemental material, sj-pdf-1-crx-10.1177_00936502211043024 for A Meta-Analysis of Factors Related to Health Information Seeking: An Integration from Six Theoretical Frameworks by Mengxue Ou and Shirley S. Ho in Communication Research
Additional file 5 of Meta-analysis of epigenetic aging in schizophrenia reveals multifaceted relationships with age, sex, illness duration, and polygenic risk
Creators: name: Ori, Anil P. S.
name: Olde Loohuis, Loes M.
name: Guintivano, Jerry
name: Hannon, Eilis
name: Dempster, Emma
name: St. Clair, David
name: Bass, Nick J.
name: McQuillin, Andrew
name: Mill, Jonathan
name: Sullivan, Patrick F.
name: Kahn, Rene S.
name: Horvath, Steve
name: Ophoff, Roel A.
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Neuroscience
subject: Physiology
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Mathematical Sciences not elsewhere classified
subject: Developmental Biology
subject: Cancer
subject: Mental Health
subject: Computational Biology

description: Additional file 5. Supplementary information - Methods and Results.
sj-docx-1-jpe-10.1177_0739456X211043272 – Supplemental material for Survey Methods: How Planning Practitioners Use Them, and the Implications for Planning Education
Creators: name: Maguire, Meadhbh
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 120599 Urban and Regional Planning not elsewhere classified
subject: FOS: Social and economic geography

description: Supplemental material, sj-docx-1-jpe-10.1177_0739456X211043272 for Survey Methods: How Planning Practitioners Use Them, and the Implications for Planning Education by Meadhbh Maguire in Journal of Planning Education and Research
sj-pdf-1-jdr-10.1177_00220345211037247 – Supplemental material for Periosteal Flaps Enhance Prefabricated Engineered Bone Reparative Potential
Creators: name: Abu-Shahba, A.G.
name: Wilkman, T.
name: Kornilov, R.
name: Adam, M.
name: Salla, K.M.
name: Lindén, J.
name: Lappalainen, A.K.
name: Björkstrand, R.
name: Seppänen-Kaijansinkko, R.
name: Mannerström, B.
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 110599 Dentistry not elsewhere classified
subject: FOS: Clinical medicine
subject: 91299 Materials Engineering not elsewhere classified
subject: FOS: Materials engineering

description: Supplemental material, sj-pdf-1-jdr-10.1177_00220345211037247 for Periosteal Flaps Enhance Prefabricated Engineered Bone Reparative Potential by A.G. Abu-Shahba, T. Wilkman, R. Kornilov, M. Adam, K.M. Salla, J. Lindén, A.K. Lappalainen, R. Björkstrand, R. Seppänen-Kaijansinkko and B. Mannerström in Journal of Dental Research
Supplemental Material, sj-pdf-2-cmt-10.1177_19433875211046114 - Titanium Mesh Exposure After Bone Grafting: Treatment Approaches—A Systematic Review
Creators: name: Cunha, Giovanni
name: Carvalho, Pedro Henrique de Azambuja
name: Quirino, Lílian Caldas
name: Torres, Luiz Henrique Soares
name: Filho, Valfrido Antônio Pereira
name: Gabrielli, Mario Francisco Real
name: Gabrielli, Marisa Aparecida Cabrini
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 110323 Surgery
subject: FOS: Clinical medicine

description: Supplemental Material, sj-pdf-2-cmt-10.1177_19433875211046114 for Titanium Mesh Exposure After Bone Grafting: Treatment Approaches—A Systematic Review by Giovanni Cunha, Pedro Henrique de Azambuja Carvalho, Lílian Caldas Quirino, Luiz Henrique Soares Torres, Valfrido Antônio Pereira Filho, Mario Francisco Real Gabrielli and Marisa Aparecida Cabrini Gabrielli in Craniomaxillofacial Trauma & Reconstruction
Autonom fahrende Fahrzeuge bei der Planzer Transport AG. Eine Untersuchung zur Akzeptanz von autonom fahrenden Fahrzeugen zwecks Zustellung auf der letzten Meile in der Paketlogistik
Creators: name: Baschung, Anna
Publisher: name: Hochschule für Angewandte Psychologie FHNW
Year: 2024
Subjects: subject: Psychologie
subject: 150 - Psychologie

description: In der vorliegenden Arbeit wurden verschiedene Aspekte von Akzeptanz im Zusammenhang mit autonom fahrenden Fahrzeugen zwecks Zustellung auf der letzten Meile untersucht. Ba-sierend auf den theoretischen Grundlagen wurde ein quantitatives Erhebungsinstrument für die vorliegende Ausgangslage zusammengestellt und eine Umfrage durchgeführt. Die Stich-probe umfasst 211 Teilnehmende, die Datenerhebung fand online statt und war öffentlich. Die Ergebnisse zeigen hohe Zusammenhänge zwischen einzelnen Einflussgrössen auf Akzeptanz und der Nutzungsabsicht von solchen Fahrzeugen. Es lässt sich festhalten, dass viele Teil-nehmende positiv auf gezeigte Fahrzeugbilder reagieren sowie auf verschiedenen Ebenen ein Interesse daran bekunden. Die Zusammenhänge und weitere Ergebnisse werden im Verlauf der Arbeit detailliert erläutert. Das Ziel der Auftraggeberin, Planzer Transport AG ist es, die Ist-Situation zu erfassen. Am Ende der Arbeit werden auf Theorie basierte, durch die vorliegende Erhebung unterstützte und realistisch umsetzbare Handlungsempfehlungen hergeleitet, wel-che die Planzer Transport AG bei der weiteren Arbeit in diesem Bereich einen Weg aufzeigen sollen.
sj-pdf-1-fla-10.1177_01427237211043594 – Supplemental material for How do 3-year-olds use relevance inferencing to interpret indirect speech?
Creators: name: Abbot-Smith, Kirsten
name: Schulze, Cornelia
name: Anagnostopoulou, Nefeli
name: Zajączkowska, Maria
name: Matthews, Danielle
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 200199 Communication and Media Studies not elsewhere classified
subject: FOS: Media and communications
subject: Education
subject: 200399 Language Studies not elsewhere classified
subject: FOS: Languages and literature
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: Supplemental material, sj-pdf-1-fla-10.1177_01427237211043594 for How do 3-year-olds use relevance inferencing to interpret indirect speech? by Kirsten Abbot-Smith, Cornelia Schulze, Nefeli Anagnostopoulou, Maria Zajączkowska and Danielle Matthews in First Language
sj-pdf-1-vas-10.1177_17085381211044397 – Supplemental Material for Are primary care physicians aware of peripheral artery disease risk reduction and management in the Saudi healthcare transformation era? A health cluster observational study
Creators: name: Alsheikh, Sultan
name: AlGhofili, Hesham
name: Alayed, Omar A
name: Aldrak, Abdulkareem
name: Iqbal, Kaisor
name: Altoijry, Abdulmajeed
Publisher: name: SAGE Journals
Year: 2021
Subjects: Cardiology

description: Supplemental Material, sj-pdf-1-vas-10.1177_17085381211044397 for Are primary care physicians aware of peripheral artery disease risk reduction and management in the Saudi healthcare transformation era? A health cluster observational study by Sultan Alsheikh, Hesham AlGhofili, Omar A Alayed, Abdulkareem Aldrak, Kaisor Iqbal and Abdulmajeed Altoijry in Vascular
Heat shock protein 70 gene polymorphism in KU-Phupan black-bone chicken
Creators: name: Piyamas Phongkaew
Publisher: name: Genetics Society of Thailand
Year: 2017
Subjects: heat shock protein 70 gene
heat stress
KUPhuphan blackbone chicken
PCRRFLP

description: Genomics and Genetics, 10, 1&2, 7-12
Additional file 1 of NBR1-p62-Nrf2 mediates the anti-pulmonary fibrosis effects of protodioscin
Creators: name: Zeng, Qian
name: Wen, Bin-bin
name: Liu, Xin
name: Luo, Yong-yu
name: Hu, Zhen-gang
name: Huang, Lei
name: Zhang, Xiao-hua
name: Huang, Xiao-ting
name: Zhou, Ting-ting
name: Sang, Xiao-xue
name: Luo, Yu-yang
name: Xiong, Da-yan
name: Luo, Zi-qiang
name: Liu, Wei
name: Tang, Si-yuan
Publisher: name: figshare
Year: 2024
Subjects: subject: Biochemistry
subject: Medicine
subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Pharmacology
subject: Chemical Sciences not elsewhere classified
subject: Ecology
subject: Biological Sciences not elsewhere classified
subject: Marine Biology
subject: Cancer

description: Additional file 1: Fig. S1. Effect of silencing Nrf2 on the expression and phosphorylation levels of protodioscin on p62. Fig. S2. Spearman's correlation analysis of p62 gene and NBR1 gene in the lungs of IPF patients and controls .
Bioactivity, chemical profiling, and validation of Moringa oleifera cultivated in Suncheon (KR)
Creators: name: Le, Duc Dat
name: Lee, Mina
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Microbiology
subject: FOS: Biological sciences
subject: Pharmacology
subject: Environmental Sciences not elsewhere classified
subject: Chemical Sciences not elsewhere classified
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Plant Biology

description: Moringa oleifera is a vegetable rich in vitamins, minerals, and other nutrients that can be used medicinally to enhance human health. This study described how the antioxidative properties of several organs of M. oleifera were used to optimise extraction conditions through their antioxidative capacity. In addition, an analytical approach applying seven marker chemicals was developed and used to construct the chemical profile while simultaneously ascertaining the primary components and their contents in the leaf extract. Of those, the content of quercetin 3-O-malonylglucoside (5) was the greatest, at 12.50 mg/g, followed by neochlorogenic acid (1) at 5.67 mg/g. In a study using molecular docking to target antioxidation, the main constituents of the leaf extract provided some evidence. This was the first study to analyse M. oleifera grown in Suncheon and provide an effective analytical tool to control and verify the quality of this plant species by using standards.
Speech Errors Produced By Bilingual Spanish-English Speaking Children and Monolingual English-Speaking Children With and Without Speech Sound Disorder
Creators: name: Santos, Itzel Citalli Matamoros
Publisher: name: Purdue University Graduate School
Year: 2021
Subjects: Phonetics and speech science
Psycholinguistics (incl. speech production and comprehension)
Applied linguistics and educational linguistics

description: Purpose: Previous studies have shown that children with SSD speaking a language other than English produce different types of speech errors, although there is a paucity of information investigating these differences in speech sound production (e.g., Core & Scarpelli, 2015; Fabiano-Smith & Goldstein, 2010b; Fabiano-Smith & Hoffman, 2018). This study investigates the types of speech errors produced by bilingual Spanish-English and monolingual English-speaking children matched on age, receptive vocabulary, and articulation accuracy in single words.
Methods: Twelve bilingual English-Spanish speaking children, ages 4;0 to 6;11, were matched to twelve monolingual English-Speaking children. Participants completed standardized and non-standardized tests of speech and language, and performance between groups and assessment measures were compared. Consonant sound productions were categorized as correct, substitution errors, omission errors, or distortion errors.
Results: Bilingual Spanish-English children were significantly more likely than monolingual English children to produce omission errors, while monolingual English children were more likely to produce distortion errors. Both groups produced similar proportions of substitution errors. Bilingual children produced similar proportions of each error type in both of their languages.
Conclusion: SLPs should not rely on English normative data to diagnose SSDs in monolingual and bilingual Spanish-speaking children, as they demonstrate different errors patterns from monolingual English-speakers.
sj-docx-1-tct-10.1177_15330338211041193 - Supplemental material for miR-342-3p Regulates the Proliferation and Apoptosis of NSCLC Cells by Targeting BCL-2
Creators: name: Chen, Zhongjie
name: Ying, Junjie
name: Shang, Wenjun
name: Ding, Dongxiao
name: Guo, Min
name: Wang, Haifeng
Publisher: name: SAGE Journals
Year: 2021
Subjects: Oncology and Carcinogenesis not elsewhere classified
Radiology and Organ Imaging
Biochemistry

description: Supplemental material, sj-docx-1-tct-10.1177_15330338211041193 for miR-342-3p Regulates the Proliferation and Apoptosis of NSCLC Cells by Targeting BCL-2 by Zhongjie Chen, Junjie Ying, Wenjun Shang, Dongxiao Ding, Min Guo and Haifeng Wang in Technology in Cancer Research & Treatment
Natriuretic effect of 4′,5-dihydroxy-6,7-methylenedioxyflavonol-3-O-α-L-rhamnopyranosyl-(1→2)-β-D-xylopyranoside from Boldoa purpurascens: in silico and in vivo studies
Creators: name: Cañizares-Carmenate, Yudith
name: González-Mosquera, Dulce M.
name: Perera-Sardiña, Yunier
name: Hernández-Rodríguez, Erix W.
name: Díaz-Amador, Roberto
name: Castillo-Garit, Juan A.
name: Tuenter, Emmy
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Biophysics
subject: Biochemistry
subject: Chemical Sciences not elsewhere classified
subject: Immunology
subject: FOS: Clinical medicine
subject: Biological Sciences not elsewhere classified
subject: Information Systems not elsewhere classified

description: Aqueous leaf extracts of Boldoa purpurascens are widely used because of their diuretic, natriuretic, antiurolithiatic, anti-inflammatory and antihypertensive properties. The major component of the extract is the flavonoid 4′,5-dihydroxy-6,7-methylenedioxyflavonol-3-O-α-L-rhamnopyranosyl-(1→2)-β-D–xylopyranoside, but it is not known if this compound is responsible for the biological activity. The objective of this work is to develop effective in silico tools that allow predicting the possible activity of the flavonoid aglycone as an inhibitor of metalloproteases that regulate renal fluid excretion. First, a mathematical ligand-based classification model was developed, using an artificial intelligence and machine learning technique of support vector machines to find the relationship between chemical structure and biological activity. This showed good fit of the statistical parameters with an accuracy greater than 90%, offering a priori information of the flavonoid activity. Subsequently, the flavonoid aglycone was docked to the active site of the enzymes thermolysin (PDB: 6YMS), angiotensin-converting enzyme (PDB: 6TT4) and neprilysin (PDB: 6SUK) using the Extra Precision glide method (Glide-XP), showing conformations with binding energies lower than −5 Kcal/mol. In this study, possible interactions were determined at the catalytic site, where the coordination of negatively charged pharmacophoric groups with the zinc atom of these enzymes is observed. Finally, a preliminary in vivo evaluation was carried out using a diuresis-natriuresis model with sodium quantification in urine which revealed good activity profiles. These results are in correspondence with the ethnopharmacological use of the plant as a diuretic-natriuretic and for the treatment of hypertension.
D2.1 - Analysis Report On Big Data Components, Tools And Methodologies
Creators: name: Project Consortium Members
Publisher: name: Zenodo
Year: 2017

description: This deliverable includes a thorough state-of-play analysis of the big data landscape in terms of components, tools and methodologies, eventually promoting the most appropriate ones for the needs of BigDataOcean. Moreover, a definition of the maritime big data value chain, the corresponding stakeholders, important information sources to be exploited will also be included. The needs coming from the project’s end users will also constitute a main output of this deliverable.
description: Disclaimer: The BigDataOcean project is co-funded by the Horizon 2020 Programme of the European Union. This document reflects only authors' views. The EC is not liable for any use that may be done of the information contained therein
sj-pdf-1-nnr-10.1177_15459683211041309 – Supplemental Material for Does Subthalamic Deep Brain Stimulation Impact Asymmetry and Dyscoordination of Gait in Parkinson’s Disease?
Creators: name: Ravi, Deepak K.
name: Baumann, Christian R.
name: Bernasconi, Elena
name: Gwerder, Michelle
name: Ignasiak, Niklas K.
name: Uhl, Mechtild
name: Stieglitz, Lennart
name: Taylor, William R.
name: Singh, Navrag B.
Publisher: name: SAGE Journals
Year: 2021
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_15459683211041309 for Does Subthalamic Deep Brain Stimulation Impact Asymmetry and Dyscoordination of Gait in Parkinson’s Disease? by Deepak K. Ravi, Christian R. Baumann, Elena Bernasconi, Michelle Gwerder, Niklas K. Ignasiak, Mechtild Uhl, Lennart Stieglitz, William R. Taylor and Navrag B. Singh in Neurorehabilitation and Neural Repair
Additional file 2 of NBR1-p62-Nrf2 mediates the anti-pulmonary fibrosis effects of protodioscin
Creators: name: Zeng, Qian
name: Wen, Bin-bin
name: Liu, Xin
name: Luo, Yong-yu
name: Hu, Zhen-gang
name: Huang, Lei
name: Zhang, Xiao-hua
name: Huang, Xiao-ting
name: Zhou, Ting-ting
name: Sang, Xiao-xue
name: Luo, Yu-yang
name: Xiong, Da-yan
name: Luo, Zi-qiang
name: Liu, Wei
name: Tang, Si-yuan
Publisher: name: figshare
Year: 2024
Subjects: subject: Biochemistry
subject: Medicine
subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Pharmacology
subject: Chemical Sciences not elsewhere classified
subject: Ecology
subject: Biological Sciences not elsewhere classified
subject: Marine Biology
subject: Cancer

description: Additional file 2: Fig. S3. Nrf2 mediated the inhibitory effect of protodioscin on the TGF-β/Smad pathway.
sj-pdf-1-pmj-10.1177_02692163211047149 – Supplemental material for Adaptation and continuous learning: integrative review of coping strategies of palliative care professionals
Creators: name: Sapeta, Paula
name: Centeno, Carlos
name: Belar, Alazne
name: Arantzamendi, María
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 110308 Geriatrics and Gerontology
subject: FOS: Clinical medicine
subject: 111702 Aged Health Care
subject: FOS: Health sciences

description: Supplemental material, sj-pdf-1-pmj-10.1177_02692163211047149 for Adaptation and continuous learning: integrative review of coping strategies of palliative care professionals by Paula Sapeta, Carlos Centeno, Alazne Belar and María Arantzamendi in Palliative Medicine
D2.2 – Bigdataocean Methodology And Mvp
Creators: name: Project Consortium Members
Publisher: name: Zenodo
Year: 2017

description: The integrated project methodology, as well as the Most Valuable Product (MVP) of BigDataOcean is reported in the terms of this deliverable.
description: Disclaimer: The BigDataOcean project is co-funded by the Horizon 2020 Programme of the European Union. This document reflects only authors' views. The EC is not liable for any use that may be done of the information contained therein
Integrative Analysis of Multimodal Biomedical Data with Machine Learning
Creators: name: Huang, Zhi
Publisher: name: Purdue University Graduate School
Year: 2021
Subjects: Digital processor architectures
Other information and computing sciences not elsewhere classified
Bioinformatics and computational biology not elsewhere classified
Applications in life sciences
Knowledge representation and reasoning

description: With the rapid development in high-throughput technologies and the next generation sequencing (NGS) during the past decades, the bottleneck for advances in computational biology and bioinformatics research has shifted from data collection to data analysis. As one of the central goals in precision health, understanding and interpreting high-dimensional biomedical data is of major interest in computational biology and bioinformatics domains. Since significant effort has been committed to harnessing biomedical data for multiple analyses, this thesis is aiming for developing new machine learning approaches to help discover and interpret the complex mechanisms and interactions behind the high dimensional features in biomedical data. Moreover, this thesis also studies the prediction of post-treatment response given histopathologic images with machine learning.
Capturing the important features behind the biomedical data can be achieved in many ways such as network and correlation analyses, dimensionality reduction, image processing, etc. In this thesis, we accomplish the computation through co-expression analysis, survival analysis, and matrix decomposition in supervised and unsupervised learning manners. We use co-expression analysis as upfront feature engineering, implement survival regression in deep learning to predict patient survival and discover associated factors. By integrating Cox proportional hazards regression into non-negative matrix factorization algorithm, the latent clusters of human genes are uncovered. Using machine learning and automatic feature extraction workflow, we extract thirty-six image features from histopathologic images, and use them to predict post-treatment response. In addition, a web portal written by R language is built in order to bring convenience to future biomedical studies and analyses.
In conclusion, driven by machine learning algorithms, this thesis focuses on the integrative analysis given multimodal biomedical data, especially the supervised cancer patient survival prognosis, the recognition of latent gene clusters, and the application of predicting post-treatment response from histopathologic images. The proposed computational algorithms present its superiority comparing to other state-of-the-art models, provide new insights toward the biomedical and cancer studies in the future.
sj-docx-1-aop-10.1177_10600280211046630 – Supplemental material for Development of Patient Education Material for Proton Pump Inhibitor Deprescribing: A Mixed-Methods Study
Creators: name: Nguyen-Soenen, Jérôme
name: Jourdain, Maud
name: Fournier, Jean-Pascal
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: FOS: Clinical medicine

description: Supplemental material, sj-docx-1-aop-10.1177_10600280211046630 for Development of Patient Education Material for Proton Pump Inhibitor Deprescribing: A Mixed-Methods Study by Jérôme Nguyen-Soenen, Maud Jourdain and Jean-Pascal Fournier in Annals of Pharmacotherapy
Advanced Air Mobility: Feasibility Assessment for Metropolitan Logistics and Commuting
Creators: name: Perez, Daniel
Publisher: name: University of Illinois Chicago
Year: 2025

description: This thesis explores the potential of electric vertical takeoff and landing (eVTOL) aircraft for package delivery and commuting, assessing the operational feasibility, economic viability, and environmental impact of Advanced Air Mobility (AAM) systems.
The first study examines eVTOL-based package delivery through a two-leg system design developed as a mixed-integer linear programming (MILP) model to optimize vertiport location selection, zone assignments, and eVTOL flight dispatching decisions. Applying the model to the Chicago metropolitan region, we assess the cost, energy consumption, and CO$_2$ emissions associated with eVTOL delivery compared to a ground-based delivery system, highlighting the significant impact of vehicle and system parameter choices on delivery efficiency. Policy recommendations are provided to support the adoption of eVTOL-based delivery solutions.
The second study assesses AAM for commuter transport between a suburban and central business district. A Service Network Design Problem (SNDP) is developed by incorporating a time-expanded network framework to optimize AAM operations, including in-service flights, eVTOL relocations, charging, holding, and vertiport capacity constraints while considering passenger time windows.
This study models the complete commuter journey, from first- to last-mile connections, and applies the optimization model to the Chicago metropolitan region using commuter demand data from the Longitudinal Employer-Household Dynamics (LEHD) Origin-Destination Employment Statistics (LODES) dataset.
Feasibility is analyzed against auto commuting, focusing on daily operating costs, travel time savings, energy use, and CO$_2$ emissions.
Key system parameters, operational constraints, and vehicle choices impact cost-effectiveness and environmental outcomes, offering insights into policy measures to support early AAM adoption in metropolitan regions.
Hydrophobic forces at play: insights into AmelOBP4 and brood volatile interactions in Apis mellifera hygienic behavior
Creators: name: Haran, Ramkumar
name: Sathyaseelan, Chakkarai
name: Sumathi, Ettiappan
name: Mannu, Jayakanthan
Publisher: name: Taylor & Francis
Year: 2024
Subjects: subject: Biophysics
subject: Biochemistry
subject: Neuroscience
subject: Chemical Sciences not elsewhere classified
subject: Biological Sciences not elsewhere classified
subject: Information Systems not elsewhere classified
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Virology
subject: Computational Biology

description: Understanding the intricate processes underlying olfaction necessitates unraveling the complexities of odorant binding protein’s interactions with volatile compounds triggering hygienic behavior in Apis mellifera, This study delves into the intricate processes of olfaction by focusing on the interactions between Apis mellifera Odorant Binding Protein 4 (AmelOBP4) and volatile compounds associated with hygienic behavior, employing a comprehensive computational approach. Molecular docking analyses reveal detailed binding interactions, emphasizing the significance of hydrophobic interactions and specific amino acid residues in stabilizing AmelOBP4-volatile complexes, notably with 2-nonacosanone (-8.4 kcal/mol) and hexacosyl acetate (-8.4 kcal/mol). Molecular dynamics simulations demonstrate sustained stability and principal component analysis affirms structural integrity through restricted global motions. Binding free energy calculations underscore robust interactions, with per-residue free energy decomposition identifying key amino acids contributing significantly to binding affinity. These findings illuminate the pivotal role of hydrophobic interactions and specific residues (Phe 60, Leu 83, Ile 116, Leu 126, and Leu 130) in modulating AmelOBP4-volatile interactions, providing foundational insights into volatile-based applications and potential olfactory response modulation, contributing to our understanding of olfactory processes.
sj-pdf-3-pmj-10.1177_02692163211043382 – Supplemental material for Unwelcome memento mori or best clinical practice? Community end of life anticipatory medication prescribing practice: A mixed methods observational study
Creators: name: Bowers, Ben
name: Pollock, Kristian
name: Barclay, Stephen
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 110308 Geriatrics and Gerontology
subject: FOS: Clinical medicine
subject: 111702 Aged Health Care
subject: FOS: Health sciences

description: Supplemental material, sj-pdf-3-pmj-10.1177_02692163211043382 for Unwelcome memento mori or best clinical practice? Community end of life anticipatory medication prescribing practice: A mixed methods observational study by Ben Bowers, Kristian Pollock and Stephen Barclay in Palliative Medicine
Assessing neuronal ciliary localization of Melanin Concentrating Hormone Receptor 1 in vivo
Creators: name: Kamba, Tisianna Kembia
Publisher: name: Purdue University Graduate School
Year: 2021
Subjects: Animal neurobiology

description: Obesity is a growing pandemic that claims close to three hundred thousand lives per year in the United States alone. Despite strong interest and investment in potential treatments, obesity remains a complex and challenging disorder. In the study of obesity, mouse models have been excellent tools that help in understanding the function of different genes that contribute to this disease of energy homeostasis. However, it was surprising when disfunction in primary cilia was found to be linked to syndromic obesity. To understand the role of primary cilia in obesity, a growing subset of GPCRs have been identified to selectively localize to the organelle. Several of which have known roles in energy homeostasis. In some examples, ciliary GPCRs appear to dynamically localize to the organelle; such is the case of GPR161 and smoothened in the hedgehog signaling pathway. Thus, we were interested to see if other GPCRs dynamically localize to the primary cilia as part of their regulation of energy homeostasis. For example, the GPCR MCHR1 selectively localizes to the cilia and is involved in energy homeostasis. Although much is known about the expression of the receptor in the brain, how its ciliary subcellular localization impacts its roles in energy homeostasis is unknown. Observing neuronal cilia in vivo remains a difficult task as some of the available tools such as tagged alleles rely on overexpression of ciliary proteins which may impact function. Additionally, most of the work is done in vitro, leaving much to be discovered about neuronal cilia in vivo. In this thesis, we show that using a newly constructed reporter allele mCherryMCHR1, we can see ciliary expression of MCHR1 in the brain of developing and adult mice; more specifically in the ARC and PVN. Subsequently, using a novel Artificial intelligence analysis approach, we measured the length and composition of MCHR1 positive cilia under physiological conditions associated with MCHR1 function. Although in this work we are reporting no changes in dynamic localization of MCHR1 in the hypothalamus specifically, we are not excluding the potential for changes in other regions of the brain or under other conditions; and we are suggesting that pharmacological approaches may help highlight potential ciliary GPCR dynamic localization
Additional file 1 of Cannabis use and its psychosocial correlates among school-going adolescents in Sierra Leone
Creators: name: Osborne, Augustus
name: James, Peter Bai
name: Olorunsaiye, Comfort Z.
name: Bangura, Camilla
name: Lebbie, Aiah
Publisher: name: figshare
Year: 2024
Subjects: Medicine
Pharmacology
Biotechnology
Science Policy
Mental Health

description: Supplementary Material 1.
Grange de la famille Lestage
Creators: name: Musée National Des Arts Et Traditions Populaires (Paris)
name: Centre D'ethnologie Française
Publisher: name: École des Hautes Études en Sciences Sociales; Institut  interdisciplinaire d'anthropologie du contemporain (Paris); Laboratoire d'anthropologie et d'histoire de l'institution de la culture (Paris)
Year: 2022

Abstract
Additional file 2 of Cannabis use and its psychosocial correlates among school-going adolescents in Sierra Leone
Creators: name: Osborne, Augustus
name: James, Peter Bai
name: Olorunsaiye, Comfort Z.
name: Bangura, Camilla
name: Lebbie, Aiah
Publisher: name: figshare
Year: 2024
Subjects: Medicine
Pharmacology
Biotechnology
Science Policy
Mental Health

description: Supplementary Material 2.
Crystal structure and the degradation products of Tenvermectin B
Creators: name: Wang, Zhen-Yu
name: Wu, Chun-Hui
name: Ren, Xiao-Han
name: Zhang, Wei
name: Zhang, Shao-Yong
name: Qi, Huan
name: Huang, Jun
name: Wang, Ji-Dong
name: Zhang, Hui
Publisher: name: Taylor & Francis
Year: 2024
Subjects: Biophysics
Biochemistry
Physical Sciences not elsewhere classified
Biotechnology
Environmental Sciences not elsewhere classified
Chemical Sciences not elsewhere classified
Developmental Biology
Computational Biology

description: The purpose of this work was to investigate the crystal structure and degradant products (DPs) of tenvermectin B (TVM B). A suitable crystal of TVM B was obtained from a solvent system (MeOH:formamide:H2O = 2:5:2) and its absolute configuration was unambiguously established by single-crystal X-ray diffraction analysis. Meanwhile, a formamide-assisted crystallisation method for the purification of TVM B was developed. During the stress degradation studies of TVM B, four DPs (DPs 1-4) were prepared and characterised by MS and NMR. Among them, DP 2 and DP 3 have not been reported previously. In addition, the nematocidal activity of these DPs were evaluated.
Supplemental Material, sj-docx-1-spp-10.1177_19485506211043681 - The Role of Short-Term and Longer Term Immigration Trends on Voting for Populist Radical Right Parties in Europe
Creators: name: Ramos, Miguel R.
name: Schumann, Sandy
name: Hewstone, Miles
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: Supplemental Material, sj-docx-1-spp-10.1177_19485506211043681 for The Role of Short-Term and Longer Term Immigration Trends on Voting for Populist Radical Right Parties in Europe by Miguel R. Ramos, Sandy Schumann and Miles Hewstone in Social Psychological and Personality Science
Additional file 1 of How do opt-in versus opt-out settings nudge patients toward electronic health record adoption? An exploratory study of facilitators and barriers in Austria and France
Creators: name: Griesser, Anna
name: Mzoughi, Manel
name: Bidmon, Sonja
name: Cherif, Emna
Publisher: name: figshare
Year: 2024
Subjects: Medicine
Biotechnology
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
Cancer
Computational Biology

description: Supplementary Material 1.
Dietrichia expanda Li & Dai & Li & Jiang 2025, comb. nov.
Creators: name: Li, Yu-Jian
name: Dai, Ren-Huai
name: Li, Zi-Zhong
name: Jiang, Li-Na
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Hemiptera
Cicadellidae
Dietrichia
Dietrichia expanda

description: Dietrichia expanda (Li, Wang, Yang & Dai) comb. nov.
Fig. 1 a–c, Fig. 2 a–d
Midoria expanda Li, Wang, Yang & Dai 2024 (in Wang et al. 2024): 16 (Figs. 5G 1–G 3, 6G, 7G 1–G 3)
Midoria expenda Li, Wang, Yang & Dai 2024: 16 (misspelling)
Description. Head dirty yellow, eyes dark grey, ocelli transparent. Thorax yellowish brown. Forewings semitransparent.
Crown slightly longer than half width between eyes. Pronotum shallowly foveate on either side of median line in anterior half, posterior half slightly gibbous, anterior margin slightly convex, posterior margin medially concave, lateral margin somewhat concave, medially about 1.5 times longer than crown. Mesonotum equal in length to pronotum. Forewing claval region densely punctate, apical margin obliquely acute.
Male pygofer gradually narrowing from base to apex, apex narrow and curved dorsally, and with a small process on apical half of ventral margin (Fig. 2a); aedeagus with shaft robust, nearly straight and parallel-sided in lateral view, apex with acute projection extended posterodorsad and smaller projection on ventral margin; gonopore apical (Fig. 2b, c); style somewhat sinuate preapically, apical “foot” with both heel and toe sharply pointed (Fig. 2d).
Other characteristics are as shown in Figs 1, 2.
Measurement. Length (including tegmen): ♂, 7.85–7.95 mm.
Distribution. CHINA: Yunnan (Lvchun County (Hoanglianshan National Nature Reserve); Puer County).
Host plant. Unknown.
Remarks. The original description by Li et al. (in Wang et al. 2024) inadvertently used two different spellings of the species name. The correct spelling is here fixed as indicated in the synonymy above.
description: Published as part of Li, Yu-Jian, Dai, Ren-Huai, Li, Zi-Zhong & Jiang, Li-Na, 2025, Notes on the leafhopper genus Midoria Kato (Hemiptera: Cicadellidae: Ledrinae), with descriptions of one new genus and three new species from China, pp. 181-191 in Zootaxa 5632 (1) on pages 183-184, DOI: 10.11646/zootaxa.5632.1.11, http://zenodo.org/record/15371336
sj-docx-2-psp-10.1177_01461672211042319 – Supplemental material for Two Ways to Stay at the Top: Prestige and Dominance Are Both Viable Strategies for Gaining and Maintaining Social Rank Over Time
Creators: name: McClanahan, Kaylene J.
name: Maner, Jon K.
name: Cheng, Joey T.
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: Supplemental material, sj-docx-2-psp-10.1177_01461672211042319 for Two Ways to Stay at the Top: Prestige and Dominance Are Both Viable Strategies for Gaining and Maintaining Social Rank Over Time by Kaylene J. McClanahan, Jon K. Maner and Joey T. Cheng in Personality and Social Psychology Bulletin
sj-pdf-1-pss-10.1177_0956797621998312 – Supplemental material for Psychological Drivers of Individual Differences in Risk Perception: A Systematic Case Study Focusing on 5G
Creators: name: Frey, Renato
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 110904 Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology
subject: 110319 Psychiatry (incl. Psychotherapy)
subject: Neuroscience

description: Supplemental material, sj-pdf-1-pss-10.1177_0956797621998312 for Psychological Drivers of Individual Differences in Risk Perception: A Systematic Case Study Focusing on 5G by Renato Frey in Psychological Science
sj-docx-1-smm-10.1177_09622802211037066 - Supplemental material for Optimal allocation to treatments in a sequential multiple assignment randomized trial
Creators: name: Morciano, Andrea
name: Moerbeek, Mirjam
Publisher: name: SAGE Journals
Year: 2021
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: 111099 Nursing not elsewhere classified
subject: 160807 Sociological Methodology and Research Methods
subject: FOS: Sociology

description: Supplemental material, sj-docx-1-smm-10.1177_09622802211037066 for Optimal allocation to treatments in a sequential multiple assignment randomized trial by Andrea Morciano and Mirjam Moerbeek in Statistical Methods in Medical Research