Search Results - Data Analysis: Algorithms and Implementation

Big Data Analytics Platform for Urban Environmental Monitoring and Optimization.

Authors: Gadekar, Amit R. Bhosale, Rohini Jadhav, Ashvini et al.

Source: EPJ Web of Conferences; 11/20/2025, Vol. 341, p1-9, 9p

Subject Terms: ENVIRONMENTAL monitoring, BIG data, DATA visualization, MACHINE learning, ENVIRONMENTAL management, SUSTAINABLE urban development, DATA analytics, OPTIMIZATION algorithms

Enhancing coronary heart disease diagnosis: Comparative analysis of data pre-processing techniques and machine learning models using clinical medical records.

Authors: Tseng, Chun-Wei Sun, Ling-Chun Lin, Ke-Feng et al.

Source: Health Informatics Journal. Jul-Sep2025, Vol. 31 Issue 3, p1-20. 20p.

Subject Terms: *Data mining, *Medical informatics, *Electronic health records, *Machine learning, *Decision trees, Predictive tests, Random forest algorithms, Statistical models, Coronary disease, Prediction models, Research funding, Clinical decision support systems, Digital health, Descriptive statistics, Computer-aided diagnosis, Comparative studies, Data analysis software, Sensitivity & specificity (Statistics), Predictive validity

Moving towards critical AI literacy in LIS education: a scoping review and syllabi analysis.

Authors: Bridges, Laurie Lopezosa, Carlos Centelles Velilla, Miquel et al.

Source: Electronic Library. 2025, Vol. 43 Issue 5, p798-817. 20p.

Subject Terms: *Library science, *Privacy, *Content analysis, *Computer literacy, *Conceptual structures, *Algorithms, Curriculum evaluation, Generative artificial intelligence, Interdisciplinary education, School environment, Professional ethics, Social justice, Research funding, Teaching aids, Undergraduate programs, Sex distribution, Culture, Educational outcomes, Teaching methods, Psychological well-being, Sustainability, Descriptive statistics, Systematic reviews, Institutional cooperation, Curriculum planning, Postdoctoral programs, Critical race theory, Masters programs (Higher education), Practical politics, Software architecture, Data analysis software, Professional competence, Medical ethics

Design and Implementation of Beach Sports Big Data Analysis System Based on Computer Technology

Authors: Song, Wei Xu, Mingming Dolma, Yangchen

Source: Journal of Coastal Research, 2019 Jul 01, 327-331.

Access URL: https://www.jstor.org/stable/26853959

A Review of Multi-Source Data Fusion and Analysis Algorithms in Smart City Construction: Facilitating Real Estate Management and Urban Optimization.

Authors: Liu, Binglin Li, Qian Zheng, Zhihua et al.

Source: Algorithms; Jan2025, Vol. 18 Issue 1, p30, 21p

Subject Terms: REAL estate management, DATA privacy, MULTISENSOR data fusion, SMART cities, DEEP learning

Educational Process Mining: A Study Using a Public Educational Data Set from a Machine Learning Repository

Authors: Guiyun Feng Honghui Chen

Source: Education and Information Technologies. 2025 30(6):8187-8214.

Peer Reviewed: Y

Page Count: 28

Descriptors: Educational Research, Artificial Intelligence, Data Use, Algorithms, Information Retrieval, Pattern Recognition, Data Analysis, Data Processing

The Social Media Big Data Analysis for Demand Forecasting in the Context of Globalization: Development and Case Implementation of Innovative Frameworks.

Authors: Gao, Yifang Wang, Junwei Li, Zhi et al.

Source: Journal of Organizational & End User Computing. 2023, Vol. 35 Issue 3, p1-15. 15p.

Subject Terms: *Big data, *Machine learning, *Data analysis, *Social media, *Artificial intelligence, Demand forecasting, Deep learning, Social prediction

Comparison of three LDA, PCA and ICA fast methods using fourteen data analysis algorithms to develop a risk assessment management model for export declarations to deal with illegal trade in Iran customs.

Authors: Khojasteh Aliabad, Hassan Ali Daei-Karimzadeh, Saeed Mobarakeh, Majid Iranpour et al.

Source: International Journal of Nonlinear Analysis & Applications; Jul2024, Vol. 15 Issue 7, p309-324, 16p

Subject Terms: RISK assessment, DATA analysis, DATA mining, PYTHON programming language, CLASSIFICATION algorithms, RANDOM forest algorithms

Analysis of a Stepped-Wedge Implementation of the PT-PENCIL Tool (PT-PENCIL Tool)

Authors: Learning Health Systems Rehabilitation Research Network Brittany Lapin, Principal Investigator

Contributors: Learning Health Systems Rehabilitation Research Network Brittany Lapin, Principal Investigator

Source: Analysis of a Stepped-Wedge Implementation of the PT-PENCIL Tool
Ackerly DC, Grabowski DC. Post-acute care reform--beyond the ACA. N Engl J Med. 2014 Feb 20;370(8):689-91. doi: 10.1056/NEJMp1315350. No abstract available.
Robinson SM, Ni Bhuachalla B, Ni Mhaille B, Cotter PE, O'Connor M, O'Keeffe ST. Home, please: A conjoint analysis of patient preferences after a bad hip fracture. Geriatr Gerontol Int. 2015 Oct;15(10):1165-70. doi: 10.1111/ggi.12415. Epub 2014 Nov 19.
Augustine MR, Davenport C, Ornstein KA, Cuan M, Saenger P, Lubetsky S, Federman A, DeCherrie LV, Leff B, Siu AL. Implementation of Post-Acute Rehabilitation at Home: A Skilled Nursing Facility-Substitutive Model. J Am Geriatr Soc. 2020 Jul;68(7):1584-1593. doi: 10.1111/jgs.16474. Epub 2020 Apr 28.
McWilliams JM, Gilstrap LG, Stevenson DG, Chernew ME, Huskamp HA, Grabowski DC. Changes in Postacute Care in the Medicare Shared Savings Program. JAMA Intern Med. 2017 Apr 1;177(4):518-526. doi: 10.1001/jamainternmed.2016.9115.
Barnett ML, Mehrotra A, Grabowski DC. Postacute Care - The Piggy Bank for Savings in Alternative Payment Models? N Engl J Med. 2019 Jul 25;381(4):302-303. doi: 10.1056/NEJMp1901896. No abstract available.
Chandra A, Dalton MA, Holmes J. Large increases in spending on postacute care in Medicare point to the potential for cost savings in these settings. Health Aff (Millwood). 2013 May;32(5):864-72. doi: 10.1377/hlthaff.2012.1262.
Liu Z, Han L, Leo-Summers L, Gahbauer EA, Allore HG, Gill TM. The subsequent course of disability in older persons discharged to a skilled nursing facility after an acute hospitalization. Exp Gerontol. 2017 Oct 15;97:73-79. doi: 10.1016/j.exger.2017.08.004. Epub 2017 Aug 4.
Wald HL, Ramaswamy R, Perskin MH, Roberts L, Bogaisky M, Suen W, Mikhailovich A; Quality and Performance Measurement Committee of the American Geriatrics Society. The Case for Mobility Assessment in Hospitalized Older Adults: American Geriatrics Society White Paper Executive Summary. J Am Geriatr Soc. 2019 Jan;67(1):11-16. doi: 10.1111/jgs.15595. Epub 2018 Oct 1.
Robinson TN, Wallace JI, Wu DS, Wiktor A, Pointer LF, Pfister SM, Sharp TJ, Buckley MJ, Moss M. Accumulated frailty characteristics predict postoperative discharge institutionalization in the geriatric patient. J Am Coll Surg. 2011 Jul;213(1):37-42; discussion 42-4. doi: 10.1016/j.jamcollsurg.2011.01.056. Epub 2011 Mar 23.
Jenq GY, Tinetti ME. Post-acute care: who belongs where? JAMA Intern Med. 2015 Feb;175(2):296-7. doi: 10.1001/jamainternmed.2014.4298. No abstract available.
Chang FH, Ni P, Jette AM. Does activity limitation predict discharge destination for postacute care patients? Am J Phys Med Rehabil. 2014 Sep;93(9):782-90. doi: 10.1097/PHM.0000000000000097.
Hoyer EH, Young DL, Friedman LA, Brotman DJ, Klein LM, Friedman M, Needham DM. Routine Inpatient Mobility Assessment and Hospital Discharge Planning. JAMA Intern Med. 2019 Jan 1;179(1):118-120. doi: 10.1001/jamainternmed.2018.5145.
Gustavson AM, Toonstra A, Johnson JK, Ensrud KE. Reframing Hospital to Home Discharge from "Should We?" to "How Can We?": COVID-19 and Beyond. J Am Geriatr Soc. 2021 Mar;69(3):608-609. doi: 10.1111/jgs.17036. Epub 2021 Feb 6. No abstract available.
Young DL, Moonie S, Bungum T. Cross-Sectional Examination of Patient and Therapist Factors Affecting Participation in Physical Therapy in Acute Care Hospital Settings. Phys Ther. 2017 Jan 1;97(1):3-12. doi: 10.2522/ptj.20150591.
Johnson JK, Lapin B, Green K, Stilphen M. Frequency of Physical Therapist Intervention Is Associated With Mobility Status and Disposition at Hospital Discharge for Patients With COVID-19. Phys Ther. 2021 Jan 4;101(1):pzaa181. doi: 10.1093/ptj/pzaa181.
Burke RE, Juarez-Colunga E, Levy C, Prochazka AV, Coleman EA, Ginde AA. Rise of post-acute care facilities as a discharge destination of US hospitalizations. JAMA Intern Med. 2015 Feb;175(2):295-6. doi: 10.1001/jamainternmed.2014.6383. No abstract available.
Burke RE, Juarez-Colunga E, Levy C, Prochazka AV, Coleman EA, Ginde AA. Patient and Hospitalization Characteristics Associated With Increased Postacute Care Facility Discharges From US Hospitals. Med Care. 2015 Jun;53(6):492-500. doi: 10.1097/MLR.0000000000000359.
Buntin MB, Colla CH, Escarce JJ. Effects of payment changes on trends in post-acute care. Health Serv Res. 2009 Aug;44(4):1188-210. doi: 10.1111/j.1475-6773.2009.00968.x. Epub 2009 Apr 5.
Keeney T. Physical Therapy in the COVID-19 Pandemic: Forging a Paradigm Shift for Rehabilitation in Acute Care. Phys Ther. 2020 Aug 12;100(8):1265-1267. doi: 10.1093/ptj/pzaa097. No abstract available.
Curran GM, Bauer M, Mittman B, Pyne JM, Stetler C. Effectiveness-implementation hybrid designs: combining elements of clinical effectiveness and implementation research to enhance public health impact. Med Care. 2012 Mar;50(3):217-26. doi: 10.1097/MLR.0b013e3182408812.
Feldstein AC, Glasgow RE. A practical, robust implementation and sustainability model (PRISM) for integrating research findings into practice. Jt Comm J Qual Patient Saf. 2008 Apr;34(4):228-43. doi: 10.1016/s1553-7250(08)34030-6.
Glasgow RE, Vogt TM, Boles SM. Evaluating the public health impact of health promotion interventions: the RE-AIM framework. Am J Public Health. 1999 Sep;89(9):1322-7. doi: 10.2105/ajph.89.9.1322.
Glasgow RE, McKay HG, Piette JD, Reynolds KD. The RE-AIM framework for evaluating interventions: what can it tell us about approaches to chronic illness management? Patient Educ Couns. 2001 Aug;44(2):119-27. doi: 10.1016/s0738-3991(00)00186-5.
Glasgow RE, Harden SM, Gaglio B, Rabin B, Smith ML, Porter GC, Ory MG, Estabrooks PA. RE-AIM Planning and Evaluation Framework: Adapting to New Science and Practice With a 20-Year Review. Front Public Health. 2019 Mar 29;7:64. doi: 10.3389/fpubh.2019.00064. eCollection 2019.
Creswell JW, Fetters MD, Ivankova NV. Designing a mixed methods study in primary care. Ann Fam Med. 2004 Jan-Feb;2(1):7-12. doi: 10.1370/afm.104.
Rauscher L, Greenfield BH. Advancements in contemporary physical therapy research: use of mixed methods designs. Phys Ther. 2009 Jan;89(1):91-100. doi: 10.2522/ptj.20070236. Epub 2008 Nov 13.
Hussey MA, Hughes JP. Design and analysis of stepped wedge cluster randomized trials. Contemp Clin Trials. 2007 Feb;28(2):182-91. doi: 10.1016/j.cct.2006.05.007. Epub 2006 Jul 7.
Hemming K, Haines TP, Chilton PJ, Girling AJ, Lilford RJ. The stepped wedge cluster randomised trial: rationale, design, analysis, and reporting. BMJ. 2015 Feb 6;350:h391. doi: 10.1136/bmj.h391. No abstract available.
Manning WG, Basu A, Mullahy J. Generalized modeling approaches to risk adjustment of skewed outcomes data. J Health Econ. 2005 May;24(3):465-88. doi: 10.1016/j.jhealeco.2004.09.011.
Jette DU, Stilphen M, Ranganathan VK, Passek SD, Frost FS, Jette AM. Validity of the AM-PAC "6-Clicks" inpatient daily activity and basic mobility short forms. Phys Ther. 2014 Mar;94(3):379-91. doi: 10.2522/ptj.20130199. Epub 2013 Nov 14.
Jette DU, Stilphen M, Ranganathan VK, Passek S, Frost FS, Jette AM. Interrater Reliability of AM-PAC "6-Clicks" Basic Mobility and Daily Activity Short Forms. Phys Ther. 2015 May;95(5):758-66. doi: 10.2522/ptj.20140174. Epub 2014 Dec 11.
Landis JR, Koch GG. The measurement of observer agreement for categorical data. Biometrics. 1977 Mar;33(1):159-74.
Weiner BJ, Lewis CC, Stanick C, Powell BJ, Dorsey CN, Clary AS, Boynton MH, Halko H. Psychometric assessment of three newly developed implementation outcome measures. Implement Sci. 2017 Aug 29;12(1):108. doi: 10.1186/s13012-017-0635-3.
Hsieh HF, Shannon SE. Three approaches to qualitative content analysis. Qual Health Res. 2005 Nov;15(9):1277-88. doi: 10.1177/1049732305276687.
O'Cathain A, Murphy E, Nicholl J. Three techniques for integrating data in mixed methods studies. BMJ. 2010 Sep 17;341:c4587. doi: 10.1136/bmj.c4587. No abstract available.
Tian W. An All-Payer View of Hospital Discharge to Postacute Care, 2013. 2016 May. In: Healthcare Cost and Utilization Project (HCUP) Statistical Briefs [Internet]. Rockville (MD): Agency for Healthcare Research and Quality (US); 2006 Feb-. Statistical Brief #205. Available from http://www.ncbi.nlm.nih.gov/books/NBK373736/
Johnson JK, Hohman JA, Vakharia N, et al. High-Intensity Postacute Care at Home. NEJM Catalyst. 2021;2(6):CAT.21.0125. doi:10.1056/CAT.21.0125
Johnson JK, Young DL, Marcus RL. An Explanatory Model for the Relationship Between Physical Therapists' Self-perceptions of Value and Care Prioritization Decisions in the Acute Hospital. Journal of Acute Care Physical Therapy. 2021;12(4):165-184. doi:10.1097/JAT.0000000000000157
Miles MB, Huberman MA. Qualitative Data Analysis: An Expanded Sourcebook. SAGE Publications Inc.; 1994.

mHealth Estimate-based Algorithms Signaling Upcoming Recurrence of Episodes in Bipolar Disorders (MEASURE-BD)

Authors: National Center for PTSD University of Wisconsin, Madison

Source: mHealth Estimate-based Algorithms Signaling Upcoming Recurrence of Episodes in Bipolar Disorders (MEASURE-BD)

Tools and Algorithms for the Construction and Analysis of Systems

Contributors: Biere, Armin Parker, David

Subject Terms: Software Engineering/Programming and Operating Systems, Special Purpose and Application-Based Systems, Computer System Implementation, Control Structures and Microprogramming, Mathematics of Computing, open access, specification and verification techniques, software and hardware verification, SAT and SMT solving, theorem proving, model checking, static and dynamic program analysis, testing, system construction and transformation techniques, tool environments and tool architectures, abstraction techniques for modeling and verification, compositional and refinement-based methodologies, mathematics, software engineering, software design, architecting, software architecture, embedded systems, automata theory, linguistics, Software Engineering, Operating systems, Expert systems / knowledge-based systems, Systems analysis & design, Algorithms & data structures, Mathematical theory of computation, Maths for computer scientists, Systems analysis and design, Algorithms and data structures

File Description: application/pdf

Relation: Lecture Notes in Computer Science; Theoretical Computer Science and General Issues

Access URL: http://library.oapen.org/handle/20.500.12657/37724

A Comparative Study of Ensemble Methods in the Field of Education: Bagging and Boosting Algorithms

Authors: Hikmet Sevgin (ORCID 0000-0002-9727-5865)

Source: International Journal of Assessment Tools in Education. 2023 10(3):544-562.

Peer Reviewed: Y

Page Count: 19

Descriptors: Algorithms, Mathematics Education, Classification, Mathematics Achievement, Student Characteristics, Information Retrieval, Data Analysis, Grade 8, Foreign Countries

Geographic Terms: Turkey

Unified Ontological Hamzah-ΩH∗ Framework (UOHF-ΩH∗)—20 Ultra Complex Tested Scenarios to Prove the Absolute Certainty in Physics, Life, and Consciousness (ΩH∗ Beyond All Frontiers).The Final Deterministic Framework of Hamzah Equation

Authors: JALALI, SEYED RASOUL

Subject Terms: Absolute Certainty, Physics, Life, Consciousness, Hamzah Equation, Ultra Complex Scenarios, Deterministic Framework, ΩH∗, Beyond Frontiers, Quantum Physics, Mathematical Models, Complex Systems, Theoretical Physics, Life Science, Consciousness Theory, Entropy, Intelligence, Scientific Exploration, Quantum Mechanics, Relativity, Dark Energy, Quantum Computing, Particle Physics, Neuroscience, Evolutionary Biology, Consciousness Expansion, Multidimensional Space, Scientific Proof, Reality Perception, Advanced Mathematics, Quantum Entanglement, Predictive Models, Energy Field, Theories of Everything, Fundamental Forces, Space-Time, String Theory, High-Energy Physics, Molecular Biology, Cognitive Science, Complex Networks, Quantum Systems, Nonlinear Dynamics, Universal Constants, Theory of Relativity, Quantum Field Theory, Advanced Simulation, Mathematical Proofs, Biophysics, High-Dimensional Mathematics, Information Theory, Time Travel, Cosmology, Uncertainty Principle, Computational Science, Physical Constants, Dark Matter, The Standard Model, Space-Time Continuum, Temporal Mechanics, Parallel Universes, Metaphysics, Scientific Paradigms, Quantum Theory, Conscious Mind, Intelligent Systems, Scientific Validation, Evolutionary Theory, Thought Experiment, Quantum Gravity, Scientific Revolution, Epistemology, Philosophy of Science, Multiverse, Neural Networks, Bioinformatics, Computational Neuroscience, Physics of Consciousness, Interdisciplinary Research, Scientific Methodology, Cognitive Neuroscience, Quantum Computing Models, Predictive Analytics, Quantum Reality, Future Technologies, Quantum Theories, Technology Integration, Advanced Physics, Theoretical Models, Quantum Algorithms, Matter-Energy Duality, Hyperdimensional Space, Physics Simulations, Biological Computation, High-Performance Computing, Heisenberg's Uncertainty, Thermodynamics, Mathematical Simulations, Consciousness Mapping, Nonlinear Systems, Applied Physics, Transcendental Physics, Quantum Biology, Molecular Simulation, Space-Time Models, AI and Consciousness, Cognitive Evolution, Algorithmic Physics, Consciousness Theories, Quantum Fluctuations, High-Energy Particles, Deep Space Exploration, Theoretical Computation, Advanced Algorithms, Computational Physics, Digital Consciousness, Neural Networks in Physics, Scientific Synthesis, Computational Models, Conceptual Frameworks, Mathematical Modeling, Life Cycle Theories, Real-Time Simulations, Space Exploration, Quantum Communication, Quantum Entropy, Evolution of Consciousness, Physics of Life, Evolutionary Models, Quantum Complexity, Quantum Systems Analysis, Cognitive Models, Quantum Mechanics Simulation, Scientific Computation, Model Prediction, Scientific Inquiry, Universe Structure, Physical Reality, Cosmological Models, Advanced Simulation Techniques, Quantum System Behavior, Mathematical Integration, Computational Fluid Dynamics, Predictive Modeling, Quantum Entanglement Theory, Universal Laws, Consciousness Engineering, Physics of Time, Nonlinear Quantum Systems, Complex Systems Analysis, Quantum Information Processing, Particle Accelerators, Quantum Evolution, Consciousness Integration, Nonlinear Predictive Models, Biophysical Chemistry, High-Energy Fields, Computational Biology, Quantum Coherence, Life Origins, Mathematical Physics, Consciousness Mapping Models, Simulation of Time, Physics of Dimensions, Simulation Modeling, Mathematical Equations, Systematic Analysis, Physics Exploration, Theoretical Predictions, Cognitive Mapping, Physics Algorithms, Multidimensional Models, Complexity Theory, Particle Behavior, Quantum Field Simulations, Algorithmic Consciousness, Theoretical Predictions, Simulation of Consciousness, Complexity Models, Mathematical Constructs, Biophysics Simulation, Time and Space, Quantum Interactions, Multidimensional Analysis, Nonlinear Predictive Modeling, Quantum Systems, Computational Evolution, Predictive Framework, Applied Quantum Mechanics, Consciousness Mapping Simulation, Quantum Information, Consciousness Dynamics, Life System Models, Algorithmic Models, Universal Predictions, Nonlinear Physics, High-Energy Quantum Systems, Life Force, Theoretical Algorithms, Mathematical Physics Models, Quantum State, Computational Life Science, Quantum Impact, Cognitive Computing, Data Processing, Quantum Life Theory, Computational Mechanics, Future Computation, Computational Neuroscience Models, Consciousness Mapping, Conscious Mind Exploration, Physics Models, Life Mapping, Cognitive Systems, Mathematical Constants, Algorithm Development, Quantum States Simulation, Life Physics Simulation, Cognitive Frameworks, Quantum Mechanics Exploration, Complex Mathematical Models, Data Simulation, High-Energy Computation, Physics Predictions, Quantum Algorithms Implementation, Cognitive Physics Modeling, Universal Simulation, Life Force Theory, Quantum Development, Mathematical Proofs in Physics, Evolution of Models, Biophysical Models, Complexity Exploration, Time Simulation, Quantum Field Mapping, Physics Simulation Techniques, Algorithmic Evolution, Cognitive Quantum Systems, Consciousness Evolution, Universal Complexity, Physics Modeling, Algorithm-based Simulations, Quantum Field Predictions, Quantum Computation Integration, Physics of Intelligence, Consciousness Field Theory, Evolutionary Quantum Theories, Quantum Mapping, Computational Models of Consciousness, Mathematical Constants, Universal Forces, Life Systems Models, Predictive Quantum Physics, Quantum Consciousness Models, Quantum Evolution Modeling, Future Evolutionary Theories, Quantum Interactions Modeling, Computational Sciences in Physics, Particle Physics Simulation, Intelligent Systems Framework, Quantum Computing Models, Scientific Modeling Framework, Life Force Predictions, Mathematical Models Simulation, Life System Predictions, Quantum States Modeling, Predictive Complexity Modeling, Evolutionary Consciousness Theories

Validation of a Composite Medical Device Using a Blood Biomarker-based Algorithm and MDQ for the Diagnosis of Bipolar Disorder (BIPOVITE)

Authors: CH Béziers Centre Hospitalier Universitaire de Nīmes Assistance Publique Hopitaux De Marseille et al.

Source: Validation of a Composite Medical Device Using a Blood Biomarker-based Algorithm and MDQ for the Diagnosis of Bipolar Disorder in Patients With a Characterized Depressive Episode in Primary Care
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Gift TE, Reimherr ML, Marchant BK, Steans TA, Reimherr FW. Wender Utah Rating Scale: Psychometrics, clinical utility and implications regarding the elements of ADHD. J Psychiatr Res. 2021 Mar;135:181-188. doi: 10.1016/j.jpsychires.2021.01.013. Epub 2021 Jan 14.
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Hirschfeld RM, Williams JB, Spitzer RL, Calabrese JR, Flynn L, Keck PE Jr, Lewis L, McElroy SL, Post RM, Rapport DJ, Russell JM, Sachs GS, Zajecka J. Development and validation of a screening instrument for bipolar spectrum disorder: the Mood Disorder Questionnaire. Am J Psychiatry. 2000 Nov;157(11):1873-5. doi: 10.1176/appi.ajp.157.11.1873.
Martinuzzi E, Barbosa S, Courtet P, Olie E, Guillaume S, Ibrahim EC, Daoudlarian D, Davidovic L, Glaichenhaus N, Belzeaux R. Blood cytokines differentiate bipolar disorder and major depressive disorder during a major depressive episode: Initial discovery and independent sample replication. Brain Behav Immun Health. 2021 Mar 10;13:100232. doi: 10.1016/j.bbih.2021.100232. eCollection 2021 May.
Carvalho AF, Takwoingi Y, Sales PM, Soczynska JK, Kohler CA, Freitas TH, Quevedo J, Hyphantis TN, McIntyre RS, Vieta E. Screening for bipolar spectrum disorders: A comprehensive meta-analysis of accuracy studies. J Affect Disord. 2015 Feb 1;172:337-46. doi: 10.1016/j.jad.2014.10.024. Epub 2014 Oct 23.
Boschloo L, Nolen WA, Spijker AT, Hoencamp E, Kupka R, Penninx BW, Schoevers RA. The Mood Disorder Questionnaire (MDQ) for detecting (hypo)manic episodes: its validity and impact of recall bias. J Affect Disord. 2013 Oct;151(1):203-8. doi: 10.1016/j.jad.2013.05.078. Epub 2013 Jun 20.
Scott J, Graham A, Yung A, Morgan C, Bellivier F, Etain B. A systematic review and meta-analysis of delayed help-seeking, delayed diagnosis and duration of untreated illness in bipolar disorders. Acta Psychiatr Scand. 2022 Nov;146(5):389-405. doi: 10.1111/acps.13490. Epub 2022 Sep 22.
Morselli PL, Elgie R; GAMIAN-Europe. GAMIAN-Europe/BEAM survey I--global analysis of a patient questionnaire circulated to 3450 members of 12 European advocacy groups operating in the field of mood disorders. Bipolar Disord. 2003 Aug;5(4):265-78. doi: 10.1034/j.1399-5618.2003.00037.x.
Vieta E. Antidepressants in bipolar I disorder: never as monotherapy. Am J Psychiatry. 2014 Oct;171(10):1023-6. doi: 10.1176/appi.ajp.2014.14070826. No abstract available.
McIntyre RS, Berk M, Brietzke E, Goldstein BI, Lopez-Jaramillo C, Kessing LV, Malhi GS, Nierenberg AA, Rosenblat JD, Majeed A, Vieta E, Vinberg M, Young AH, Mansur RB. Bipolar disorders. Lancet. 2020 Dec 5;396(10265):1841-1856. doi: 10.1016/S0140-6736(20)31544-0.
Vieta E, Berk M, Schulze TG, Carvalho AF, Suppes T, Calabrese JR, Gao K, Miskowiak KW, Grande I. Bipolar disorders. Nat Rev Dis Primers. 2018 Mar 8;4:18008. doi: 10.1038/nrdp.2018.8.
Aghababaie-Babaki P, Malekpour MR, Mohammadi E, Saeedi Moghaddam S, Rashidi MM, Ghanbari A, Heidari-Foroozan M, Esfahani Z, Mohammadi Fateh S, Hajebi A, Haghshenas R, Foroutan Mehr E, Rezaei N, Larijani B, Farzadfar F. Global, regional, and national burden and quality of care index (QCI) of bipolar disorder: A systematic analysis of the Global Burden of Disease Study 1990 to 2019. Int J Soc Psychiatry. 2023 Dec;69(8):1958-1970. doi: 10.1177/00207640231182358. Epub 2023 Jun 23.
Fongaro E, Purper-Ouakil D, Picot MC, Epstein C, Kerbage H. Evaluating the effectiveness of telehealth-delivered Child and Family Traumatic Stress Intervention (CFTSI) for children and adolescents following recent trauma: a multi-zite randomized controlled trial in France. BMC Psychol. 2025 Nov 12;13(1):1254. doi: 10.1186/s40359-025-03585-0.

The Feasibility and Acceptability of a Post-tuberculosis Lung Disease Diagnostic Algorithm in Uganda. (IMPULSE)

Authors: Fogarty International Center of the National Institute of Health

Source: The Feasibility and Acceptability of a Diagnostic Algorithm for Timely Post-tuberculosis Lung Disease Diagnosis at Primary Health Care Facilities in Mbarara, Uganda.
Hemming K, Taljaard M, Gkini E, Bishop J. Sample size determination for external pilot cluster randomised trials with binary feasibility outcomes: a tutorial. Pilot Feasibility Stud. 2023 Sep 19;9(1):163. doi: 10.1186/s40814-023-01384-1.
Eldridge SM, Costelloe CE, Kahan BC, Lancaster GA, Kerry SM. How big should the pilot study for my cluster randomised trial be? Stat Methods Med Res. 2016 Jun;25(3):1039-56. doi: 10.1177/0962280215588242. Epub 2015 Jun 12.
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Meghji J, Mortimer K, Agusti A, Allwood BW, Asher I, Bateman ED, Bissell K, Bolton CE, Bush A, Celli B, Chiang CY, Cruz AA, Dinh-Xuan AT, El Sony A, Fong KM, Fujiwara PI, Gaga M, Garcia-Marcos L, Halpin DMG, Hurst JR, Jayasooriya S, Kumar A, Lopez-Varela MV, Masekela R, Mbatchou Ngahane BH, Montes de Oca M, Pearce N, Reddel HK, Salvi S, Singh SJ, Varghese C, Vogelmeier CF, Walker P, Zar HJ, Marks GB. Improving lung health in low-income and middle-income countries: from challenges to solutions. Lancet. 2021 Mar 6;397(10277):928-940. doi: 10.1016/S0140-6736(21)00458-X. Epub 2021 Feb 22.
Migliori GB, Marx FM, Ambrosino N, Zampogna E, Schaaf HS, van der Zalm MM, Allwood B, Byrne AL, Mortimer K, Wallis RS, Fox GJ, Leung CC, Chakaya JM, Seaworth B, Rachow A, Marais BJ, Furin J, Akkerman OW, Al Yaquobi F, Amaral AFS, Borisov S, Caminero JA, Carvalho ACC, Chesov D, Codecasa LR, Teixeira RC, Dalcolmo MP, Datta S, Dinh-Xuan AT, Duarte R, Evans CA, Garcia-Garcia JM, Gunther G, Hoddinott G, Huddart S, Ivanova O, Laniado-Laborin R, Manga S, Manika K, Mariandyshev A, Mello FCQ, Mpagama SG, Munoz-Torrico M, Nahid P, Ong CWM, Palmero DJ, Piubello A, Pontali E, Silva DR, Singla R, Spanevello A, Tiberi S, Udwadia ZF, Vitacca M, Centis R, D Ambrosio L, Sotgiu G, Lange C, Visca D. Clinical standards for the assessment, management and rehabilitation of post-TB lung disease. Int J Tuberc Lung Dis. 2021 Oct 1;25(10):797-813. doi: 10.5588/ijtld.21.0425.
Singh S, Allwood BW, Chiyaka TL, Kleyhans L, Naidoo CC, Moodley S, Theron G, Segal LN. Immunologic and imaging signatures in post tuberculosis lung disease. Tuberculosis (Edinb). 2022 Sep;136:102244. doi: 10.1016/j.tube.2022.102244. Epub 2022 Aug 11.
Allwood BW, van der Zalm MM, Amaral AFS, Byrne A, Datta S, Egere U, Evans CA, Evans D, Gray DM, Hoddinott G, Ivanova O, Jones R, Makanda G, Marx FM, Meghji J, Mpagama S, Pasipanodya JG, Rachow A, Schoeman I, Shaw J, Stek C, van Kampen S, von Delft D, Walker NF, Wallis RS, Mortimer K. Post-tuberculosis lung health: perspectives from the First International Symposium. Int J Tuberc Lung Dis. 2020 Aug 1;24(8):820-828. doi: 10.5588/ijtld.20.0067.
Sotgiu G, Centis R, Migliori GB. Post-tuberculosis sequelae and their socioeconomic consequences: worth investigating. Lancet Glob Health. 2021 Dec;9(12):e1628-e1629. doi: 10.1016/S2214-109X(21)00454-X. No abstract available.
Binegdie AB, Meme H, El Sony A, Haile T, Osman R, Miheso B, Zurba L, Lesosky M, Balmes J, Burney PJ, Mortimer K, Devereux G. Chronic respiratory disease in adult outpatients in three African countries: a cross-sectional study. Int J Tuberc Lung Dis. 2022 Jan 1;26(1):18-25. doi: 10.5588/ijtld.21.0362.
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BRIDGES: Real World Data, Assignments and Visualizations to Engage and Motivate CS Majors

Authors: David Burlinson Matthew Mcquaigue Alec Goncharow et al.

Source: Education and Information Technologies. 2024 29(9):10649-10675.

Peer Reviewed: Y

Page Count: 27

Sponsoring Agency: National Science Foundation (NSF)

Descriptors: Computer Science Education, Majors (Students), Student Interests, College Faculty, Teacher Attitudes, Student Attitudes, Undergraduate Students, Retention (Psychology), Comparative Analysis, Teaching Methods, Algorithms, Visual Aids, Program Evaluation, Learning Motivation, Data Analysis

Active learning for sentiment analysis on data streams: Methodology and workflow implementation in the ClowdFlows platform.

Authors: Kranjc, Janez Smailović, Jasmina Podpečan, Vid et al.

Source: Information Processing & Management. Mar2015, Vol. 51 Issue 2, p187-203. 17p.

Subject Terms: *Sentiment analysis, *Data analysis, *Real-time computing, *Algorithms, Active learning, Workflow

Development and Evaluation of an Algorithm for Vascular Access Management (ALCOV)

Contributors: SLOSSE Come, Principal Investigateur

Source: Development and Evaluation of an Algorithm for Vascular Access Management - ALCOV Pilot Study
Rickard CM, Marsh N, Webster J, Runnegar N, Larsen E, McGrail MR, Fullerton F, Bettington E, Whitty JA, Choudhury MA, Tuffaha H, Corley A, McMillan DJ, Fraser JF, Marshall AP, Playford EG. Dressings and securements for the prevention of peripheral intravenous catheter failure in adults (SAVE): a pragmatic, randomised controlled, superiority trial. Lancet. 2018 Aug 4;392(10145):419-430. doi: 10.1016/S0140-6736(18)31380-1. Epub 2018 Jul 26.
van Loon FHJ, Buise MP, Claassen JJF, Dierick-van Daele ATM, Bouwman ARA. Comparison of ultrasound guidance with palpation and direct visualisation for peripheral vein cannulation in adult patients: a systematic review and meta-analysis. Br J Anaesth. 2018 Aug;121(2):358-366. doi: 10.1016/j.bja.2018.04.047. Epub 2018 Jul 2.
Bauman M, Braude D, Crandall C. Ultrasound-guidance vs. standard technique in difficult vascular access patients by ED technicians. Am J Emerg Med. 2009 Feb;27(2):135-40. doi: 10.1016/j.ajem.2008.02.005.
Adhikari S, Blaivas M, Morrison D, Lander L. Comparison of infection rates among ultrasound-guided versus traditionally placed peripheral intravenous lines. J Ultrasound Med. 2010 May;29(5):741-7. doi: 10.7863/jum.2010.29.5.741.
Bjorkander M, Bentzer P, Schott U, Broman ME, Kander T. Mechanical complications of central venous catheter insertions: A retrospective multicenter study of incidence and risks. Acta Anaesthesiol Scand. 2019 Jan;63(1):61-68. doi: 10.1111/aas.13214. Epub 2018 Jul 11.
Marsh N, Larsen EN, Takashima M, Kleidon T, Keogh S, Ullman AJ, Mihala G, Chopra V, Rickard CM. Peripheral intravenous catheter failure: A secondary analysis of risks from 11,830 catheters. Int J Nurs Stud. 2021 Dec;124:104095. doi: 10.1016/j.ijnurstu.2021.104095. Epub 2021 Sep 26.
Liu YT, Alsaawi A, Bjornsson HM. Ultrasound-guided peripheral venous access: a systematic review of randomized-controlled trials. Eur J Emerg Med. 2014 Feb;21(1):18-23. doi: 10.1097/MEJ.0b013e328363bebc.
Bouaziz H, Zetlaoui PJ, Pierre S, Desruennes E, Fritsch N, Jochum D, Lapostolle F, Pirotte T, Villiers S. Guidelines on the use of ultrasound guidance for vascular access. Anaesth Crit Care Pain Med. 2015 Feb;34(1):65-9. doi: 10.1016/j.accpm.2015.01.004. Epub 2015 Mar 5.
Cai EZ, Sankaran K, Tan M, Chan YH, Lim TC. Pen Torch Transillumination: Difficult Venepuncture Made Easy. World J Surg. 2017 Sep;41(9):2401-2408. doi: 10.1007/s00268-017-4050-3.
Adams DZ, Little A, Vinsant C, Khandelwal S. The Midline Catheter: A Clinical Review. J Emerg Med. 2016 Sep;51(3):252-8. doi: 10.1016/j.jemermed.2016.05.029. Epub 2016 Jul 5.
Lockwood J, Desai N. Central venous access. Br J Hosp Med (Lond). 2019 Aug 2;80(8):C114-C119. doi: 10.12968/hmed.2019.80.8.C114.
Vinan-Vega MN, Rahman MR, Thompson J, Ruppert MD, Patel RJ, Ismail A, Mousa S, Payne JD. Air embolism following peripheral intravenous access. Proc (Bayl Univ Med Cent). 2019 Jun 3;32(3):433-434. doi: 10.1080/08998280.2019.1609154. eCollection 2019 Jul.
Loon FHJV, Puijn LAPM, Houterman S, Bouwman ARA. Development of the A-DIVA Scale: A Clinical Predictive Scale to Identify Difficult Intravenous Access in Adult Patients Based on Clinical Observations. Medicine (Baltimore). 2016 Apr;95(16):e3428. doi: 10.1097/MD.0000000000003428.
van Loon FHJ, van Hooff LWE, de Boer HD, Koopman SSHA, Buise MP, Korsten HHM, Dierick-van Daele ATM, Bouwman ARA. The Modified A-DIVA Scale as a Predictive Tool for Prospective Identification of Adult Patients at Risk of a Difficult Intravenous Access: A Multicenter Validation Study. J Clin Med. 2019 Jan 26;8(2):144. doi: 10.3390/jcm8020144.
Bahl A, Johnson S, Alsbrooks K, Mares A, Gala S, Hoerauf K. Defining difficult intravenous access (DIVA): A systematic review. J Vasc Access. 2021 Nov 17;24(5):904 - 910. doi: 10.1177/11297298211059648. Print 2023 Sep.
Civetta G, Cortesi S, Mancardi M, De Pirro A, Vischio M, Mazzocchi M, Scudeller L, Bottazzi A, Iotti GA, Palo A. EA-DIVA score (Enhanced Adult DIVA score): A new scale to predict difficult preoperative venous cannulation in adult surgical patients. J Vasc Access. 2019 May;20(3):281-289. doi: 10.1177/1129729818804994. Epub 2018 Oct 16.
Girotto C, Arpone M, Frigo AC, Micheletto M, Mazza A, Da Dalt L, Bressan S. External validation of the DIVA and DIVA3 clinical predictive rules to identify difficult intravenous access in paediatric patients. Emerg Med J. 2020 Dec;37(12):762-767. doi: 10.1136/emermed-2020-209658. Epub 2020 Oct 20.
Santos-Costa P, Sousa LB, van Loon FHJ, Salgueiro-Oliveira A, Parreira P, Vieira M, Graveto J. Translation and Validation of the Modified A-DIVA Scale to European Portuguese: Difficult Intravenous Access Scale for Adult Patients. Int J Environ Res Public Health. 2020 Oct 17;17(20):7552. doi: 10.3390/ijerph17207552.
Debillon T, Zupan V, Ravault N, Magny JF, Dehan M. Development and initial validation of the EDIN scale, a new tool for assessing prolonged pain in preterm infants. Arch Dis Child Fetal Neonatal Ed. 2001 Jul;85(1):F36-41. doi: 10.1136/fn.85.1.f36.
Chooi CS, White AM, Tan SG, Dowling K, Cyna AM. Pain vs comfort scores after Caesarean section: a randomized trial. Br J Anaesth. 2013 May;110(5):780-7. doi: 10.1093/bja/aes517. Epub 2013 Feb 5.
Laksonen RP Jr, Gasiewicz NK. Implementing a Program for Ultrasound-Guided Peripheral Venous Access: Training, Policy and Procedure Development, Protocol Use, Competency, and Skill Tracking. Nurs Clin North Am. 2015 Dec;50(4):771-85. doi: 10.1016/j.cnur.2015.07.010.
Lamperti M, Biasucci DG, Disma N, Pittiruti M, Breschan C, Vailati D, Subert M, Traskaite V, Macas A, Estebe JP, Fuzier R, Boselli E, Hopkins P. European Society of Anaesthesiology guidelines on peri-operative use of ultrasound-guided for vascular access (PERSEUS vascular access). Eur J Anaesthesiol. 2020 May;37(5):344-376. doi: 10.1097/EJA.0000000000001180.
Adhikari S, Schmier C, Marx J. Focused simulation training: emergency department nurses' confidence and comfort level in performing ultrasound-guided vascular access. J Vasc Access. 2015 Nov-Dec;16(6):515-20. doi: 10.5301/jva.5000436. Epub 2015 Jun 20.
van Loon FH, Puijn LA, van Aarle WH, Dierick-van Daele AT, Bouwman AR. Pain upon inserting a peripheral intravenous catheter: Size does not matter. J Vasc Access. 2018 May;19(3):258-265. doi: 10.1177/1129729817747531. Epub 2018 Mar 4.
Moore GF, Audrey S, Barker M, Bond L, Bonell C, Hardeman W, Moore L, O'Cathain A, Tinati T, Wight D, Baird J. Process evaluation of complex interventions: Medical Research Council guidance. BMJ. 2015 Mar 19;350:h1258. doi: 10.1136/bmj.h1258.
Slosse C, Manneville F, Ricci L, Ostermann A, Klein S, Bouaziz H, Ambroise-Grandjean G. Development and evaluation of an algorithm for peripheral venous catheter placement (ALCOV): protocol for a quasi-experimental study. BMJ Open. 2024 Jun 19;14(6):e078002. doi: 10.1136/bmjopen-2023-078002.

Optimization of Data Analysis Algorithms for Geographic Information System.

Authors: Xiaoguang An

Source: Review of Computer Engineering Studies; Sep2023, Vol. 10 Issue 3, p35-40, 6p

Subject Terms: GREEDY algorithms, ROUTING algorithms, DATA packeting, ALGORITHMS, COMPUTER network protocols, GEOGRAPHIC information systems

Business decision analysis based on data analytics

Authors: Τρικουνακη Αντωνια(http://users.isc.tuc.gr/~atrikounaki) Trikounaki Antonia(http://users.isc.tuc.gr/~atrikounaki) Ματσατσινης Νικολαος et al.

Contributors: Τρικουνακη Αντωνια(http://users.isc.tuc.gr/~atrikounaki) Trikounaki Antonia(http://users.isc.tuc.gr/~atrikounaki) Ματσατσινης Νικολαος et al.

Subject Terms: Artificial intelligence, Farthest first, Logistic regression, Market basket analysis, Clusterers, Decision analysis, Clustering, Simple K Means, Pattern recognition, Machine learning, WEKA, Linear regression, Data mining, Association rule mining, Classifiers, M5 Rules, Test set, SMO Reg, Canopy, Intelligent automations, Classification, Regression, Accuracy test, Business decision analysis, Predictions, Zero R, Model implementations, EM, Data analytics, Filtered clusterer, 8. Economic growth, M5P Trees, Algorithms, Java, Software, Class, J48 Trees, Training set

File Description: application/pdf

Access URL: http://purl.tuc.gr/dl/dias/1946910D-57C0-4EFC-B5ED-DB9C292DC999