Enhancing Semi-Supervised Learning With Concept Drift Detection and Self-Training: A Study on Classifier Diversity and Performance by Jose L. M. Perez, Roberto S. M. Barros, Silas G. T. C. Santos

“…However, the availability of labeled data without human expert intervention is a challenging task, especially in data stream learning with concept drifts, where data is generated rapidly, in real-time, with the possibility of changes in the data distribution. …”
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Event Marketing Model in the Industrial Markets by Abolfazl khosravi, Mohammad Hosein Yarahmadzehi, Mohammad Mahdieh Najafabadi, Maysam Shafiee, Zohreh Alizadeh Yazdi

“…The statistical population is some of industry and university experts (in designing phase), and at the testing stage of the model is 395 participants in the first Iranian national steel festival. …”
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Solid Self-Microemulsifying Drug Delivery System for Improved Oral Bioavailability of Relugolix: Preparation and Evaluation by Li ZL, Deng GX, Fang CZ, Zhao YQ, Yuan J, Chen L, Zhong HJ, Guo F

“…A solid self-microemulsifying drug delivery system of relugolix (RLGL-S-SMEDDS) was prepared and evaluated in vitro and in vivo.Methods: The composition of the solid self-microemulsifying drug delivery system (S-SMEDDS) was selected by solubility study and pseudo-ternary phase diagram, and further optimized by Design-Expert optimization design. The optimized RLGL-S-SMEDDS were evaluated in terms of particle size, zeta potential, morphology analysis, thermodynamic stability, drug release, flow properties, transporter pathways in Caco-2 cells, the influence of excipients on the intestinal transporters, transport within Caco-2 cell monolayers and transport in lymphocyte. …”
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Lifetime quality of life and cost consequences of delays in endovascular treatment for acute ischaemic stroke: a cost-effectiveness analysis from a Singapore healthcare perspective by Mayank Goyal, Weiyi Ni, Deidre Anne De Silva, Yu Li Ng, Kelvin Tan, Wolfgang G Kunz

“…Clinical outcomes and cost data were derived from clinical trials, literature, expert opinion, electronic medical records and community-based surveys from Singapore. …”
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Development of a standardized patient-reported clinical questionnaire for children with spinal pain by Freja Gomez Overgaard, Henrik Hein Lauridsen, Mads Damkjær, Anne Reffsøe Ebbesen, Lise Hestbæk, Mikkel Brunsgaard Konner, Søren Francis Dyhrberg O’Neill, Stine Haugaard Pape, Michael Skovdal Rathleff, Christian Lund Straszek, Casper Nim

“…The first phase involved evidence-synthesis, expert consultations, and item formulation, resulting in the first version. …”
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Establishing primary care physician commitment in Canadian long-term care homes: a protocol for a modified e-Delphi study by Andrew P Costa, Aaron Jones, Darly Dash, Paula Rochon, Patrick Quail, Rachel D Savage, Henry Yu-Hin Siu, Lisa M McCarthy, Nathan Stall, Dee Tripp, Maya Potter, Paul Katz, Samantha Peck

“…We will recruit pan-Canadian experts who demonstrate extensive knowledge and experience in medical care delivery and medical practice models in the Canadian LTC sector. …”
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Data-Driven Decision Support Tool Co-Development with a Primary Health Care Practice Based Learning Network [version 2; peer review: 2 approved] by Daniel Lizotte, Eric Sutherland, Paulino Lucamba, Sandra Fitzpatrick, Kelly Angevaare, Sara Bhatti, Jennifer Rayner, Jacqueline Kueper

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Low-cost male urogenital simulator for penile implant surgery training: a 3D printing approach by Zixi Wang, Carlo Saija, Nicholas Raison, Abdullatif Aydin, Zhouyang Xu, Katie Zuo, Kawal Rhode, Antonia Pontiki

“…Trainees, averaging three per simulator, practiced corporotomy, dilation, measurement, penile prosthesis, and scrotal pump placement under expert guidance. Participants’ feedback was collected using a Likert scale questionnaire, assessing learning, satisfaction, and anatomical accuracy. …”
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Role of IPF genetic risk loci in post-COVID-19 lung abnormalities: a cohort study by James Johnston, Christopher Carlsten, Christopher J Ryerson, Alyson W Wong, Cameron J Hague, Julia Yang, Janice Leung, Daniel-Costin Marinescu, Aditi Shah, Darra Murphy

“…Ground glass opacities and reticulation on imaging were visually quantified by two expert thoracic radiologists. Linear regression was used to evaluate the association between risk alleles at each of the three SNPs and (a) lung parenchymal abnormalities as well as (b) pulmonary function, adjusted for age, sex, smoking history and days spent on supplemental oxygen during acute illness.Results 71 patients were included. …”
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Person-based design and evaluation of MIA, a digital medical interview assistant for radiology by Kerstin Denecke, Daniel Reichenpfader, Dominic Willi, Karin Kennel, Harald Bonel, Harald Bonel, Knud Nairz, Nikola Cihoric, Damien Papaux, Hendrik von Tengg-Kobligk

“…In this paper, we propose leveraging conversational agents to realize a medical interview assistant to facilitate medical history taking, while at the same time offering patients the opportunity to ask questions on the examination.MethodsMIA, the digital medical interview assistant, was developed using a person-based design approach, involving patient opinions and expert knowledge during the design and development with a specific use case in collecting information before a mammography examination. …”
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Prevalence of tooth decay in deciduous and permanent teeth in a schoolchildren population: an epidemiological investigation by Silvia Fanelli, Letizia Lugli, Francesca Chiara De Razza, Francesca Gazzani, Saveria Loberto, Elisabetta Cretella Lombardo, Francesco Fabi, Arianna Malara

“…The subjects selected for the study were analyzed about the oral conditions by six expert examiners and the prevalence of dental caries on deciduous or permanent were calculated in each group. …”
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Rancang Bangun Case Based Reasoning untuk Diagnosis Hama dan Penyakit Tanaman Nilam menggunakan Nearest Neighbor Kombinasi Certainty Factor by Rabiah Adawiyah, Fitrianti Handayani

“…Therefore a case based reasoning (CBR) expert system was built to diagnose patchouli plants and pests. …”
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Considerations for Establishing a Behavioral Policy-Making and Nudge Institution within the Country's Executive Structure by Seyed Kamal Vaezi, Maryam Darbandi

“…Based on interviews with Iranian experts, the study identified 294 fundamental themes, which were organized into 8 main categories, including organizational structure, legal considerations, societal behavior, behavioral tendencies of government officials, bureaucratic ethics, and the degree of acceptance of theoretical concepts related to organizational behavior. …”
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Genetic Assessment of Living Kidney Transplant Donors: A Survey of Canadian Practices by Somaya Zahran, Ke Fan Bei, Aisha Adil, Princess Okoh, Thomas Kitzler, Ahsan Alam

“…Conclusions: Canadian transplant centers follow a case-by-case approach rather than a standard protocol for genetic assessment of LKDs given that current guideline recommendations are based on expert opinion due to a lack of a reliable body of evidence. …”
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A novel virulent core genome multilocus sequence type CT 11424 of Listeria monocytogenes isolate causing stillbirth in Bangladesh by Muntasir Alam, Md Saiful Islam, M. Ishrat Jahan, Arpita Shyama Deb, Afruna Rahman, Zahidul Islam, Atique Iqbal Chowdhury, Kazi Munisul Islam, Mohammad Zahid Hossain, Dilruba Ahmed, Shams El Arifeen, Emily S. Gurley, Mustafizur Rahman

“…Maternal history, clinical, and demographic data were collected by the CHAMPS surveillance platform. An expert panel evaluated all reports to determine the role of L. monocytogenes infection in the causal chain of stillbirth. …”
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Occupational outcomes of people with multiple sclerosis: a scoping review by Guglielmo Dini, Alfredo Montecucco, Nicoletta Debarbieri, Paolo Durando, Giuliana Buresti, Benedetta Persechino, Matilde Inglese, Bruno Kusznir Vitturi, Alborz Rahmani, Elvira Sbragia, Paolo Bandiera, Michela Ponzio, Mario Alberto Battaglia, Tommaso Manacorda

“…Screening, reading of full-texts and data extraction was performed in a standardised way by expert reviewers from 14 July 2021 to 31 October 2021. …”
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A multicenter micro-costing analysis of flexible cystoscopic procedures in Korea by Uiemo Je, Woong Kyu Han, Hee-Kyo Jeong, Hankil Lee, Kwang Suk Lee, Sung Ku Kang, Byeong-Ju Kwon, Sung-Uk Kuh

“…An economic evaluation was conducted using a micro-costing methodology for the cost analysis of cystoscopic procedures, developed through literature review, data collection from studies, and expert consultations. Results: Gangnam Severance Hospital (GSH) performed 2,188 cystoscopic procedures, including 1,847 cystoscopies and 341 JJ stent removals, with average costs of $100.8 and $110.6, respectively. …”
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Real world federated learning with a knowledge distilled transformer for cardiac CT imaging by Malte Tölle, Philipp Garthe, Clemens Scherer, Jan Moritz Seliger, Andreas Leha, Nina Krüger, Stefan Simm, Simon Martin, Sebastian Eble, Halvar Kelm, Moritz Bednorz, Florian André, Peter Bannas, Gerhard Diller, Norbert Frey, Stefan Groß, Anja Hennemuth, Lars Kaderali, Alexander Meyer, Eike Nagel, Stefan Orwat, Moritz Seiffert, Tim Friede, Tim Seidler, Sandy Engelhardt

“…However, real-world applications often face challenges like partially labeled datasets, where only a few locations have certain expert annotations, leaving large portions of unlabeled data unused. …”
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An international consensus panel on the potential value of Digital Surgery by Anita Patel, Giuseppe Turchetti, Guy Maddern, Ataru Igarashi, Prasanna Sooriakumaran, Gretchen Purcell Jackson, Anastasia Chalkidou, Jamie Erskine, Jean-Christophe Bernhard, Payam Abrishami, Richard Charter, Richard Culbertson, Jo Carol Hiatt, Matthew Lien, Joseph Soon Yau Ng, Koon Ho Rha, Scott Tackett

“…We explore the potential value of digital technologies in surgery and produce expert consensus on how to assess this value.Design A modified Delphi and consensus conference approach was adopted. …”
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Russian business in the context of the growth of cybercrime: changes in economic behavior and protective mechanisms by S. G. Simonov, I. V. Lysenko

“…The analysis of secondary data, questionnaires, and expert assessment are used as research methods for this problem. …”
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