Unfolding insights about resilience and its coping strategies by medical academics and healthcare professionals at their workplaces: a thematic qualitative analysis by Salman Yousuf Guraya, Jacqueline Maria Dias, Mohamed Ahmed Eladl, Ayah Mohammad Rajai Rustom, Fatima Audi Saleem Alalawi, Majid Hassan Saleh Alhammadi, Yusra Ahmed Mohammed Ahmed, Amna Ali Omran Taryam Al Shamsi, Sarah Juman Bilalaga, Alfred Nicholson, Hani Malik, Shaista Salman Guraya

“…Methods We reviewed the existing corpus of literature about resilience, stressors, and coping strategies and followed an iterative deliberations process to develop an interview guide. …”
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Cost Savings in Chronic Pain Patients Initiating Peripheral Nerve Stimulation (PNS) with a 60-Day PNS Treatment by David M. Dickerson, Hemant Kalia, Kevin E. Vorenkamp, Konstantin V. Slavin, Jonathan M. Hagedorn, Candace Gunnarsson, Eric L. Keuffel, Andrew J. Epstein, Mark Stultz, Nathan D. Crosby

“…For the economic model, a Monte Carlo simulation with 10,000 iterations was used to generate 95% confidence intervals, considering variability in treatment outcome probability and costs. …”
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Sistem Pakar Penentuan Penggunaan Bahan Tambahan Pangan untuk Produk Pangan by Melva Linda Aritonang, Kudang Boro Seminar, Nugraha Edhi Suyatma, Irman Hermadi

“…The performance evaluation of the decision tree model uses k-fold cross validation with k ten and has the highest accuracy in the tenth iteration of 72.7%. The last result of this research is the implementation of the system in the form of a website by providing a solution in the form of food additives and a maximum limit value in its use.  …”
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Resilience Informatics in Public Health: Qualitative Analysis of Conference Proceedings by Maiya G Block Ngaybe, Lidia Azurdia Sierra, Andrew McNair, Myla Gonzalez, Mona Arora, Kacey Ernst, Enrique Noriega-Atala, M Sriram Iyengar

“…The attendees emphasized the importance of equitable access, community engagement, and iterative development in RI projects. ConclusionsThe RI workshop emphasized the necessity for accessible, user-friendly tools bridging technical knowledge and community needs. …”
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Study of a Deep Learning Reconstruction Algorithm for Displaying Small- and Medium-sized Blood Vessels in Upper Abdominal Energy Spectrum CT by Qin WANG, Weijie YAN, Yuan YUAN, Hehan TANG, Liping DENG

“…The three reconstruction algorithms were adaptive statistical iterative reconstruction (ASIR-V), DLIR-M, and DLIR-H. …”
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Clastic facies classification using machine learning-based algorithms: A case study from Rawat Basin, Sudan by Anas Mohamed Abaker Babai, Olugbenga Ajayi Ehinola, Omer.I.M. Fadul Abul Gebbayin, Mohammed Abdalla Elsharif Ibrahim

“…Several machine learning algorithms, including Linear Regression (LR), Decision Tree (DT), Support Vector Machine (SVM), Random Forest (RF), and Gradient Boosting (GB) for classification, were tested using different iterations and various combinations of features and parameters. …”
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Analisis Sentimen terhadap Kebijakan Kuliah Daring Selama Pandemi Menggunakan Pendekatan Lexicon Based Features dan Support Vector Machine by Natasya Eldha Oktaviana, Yuita Arum Sari, Indriati Indriati

“…The use of Lexicon Based Features affects the object of research which produces an accuracy value of 0.6, a precision value of 0.56, a recall value of 0.75, and a size of 0.64 with the optimal parameter in achieving convergence, namely (Lambda) = 0.7, the parameter value (gamma) = 0.0001, the parameter value (Complexity) = 0.0001, iterations = 50, and (Epsilon) = 0.00000001. This evaluation value shows that the method used in this study can recognize the conversation of comment data on Twitter because a fairly high accuracy value evidences it. …”
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Development of the Big Ten Academic Alliance Collaborative for Women in Medicine and Biomedical Science: “We Built the Airplane While Flying It” by Maya S Iyer, Aubrey Moe, Susan Massick, Jessica Davis, Megan Ballinger, Kristy Townsend

“…Conference program development occurred through an iterative and collaborative process across external and internal task forces alongside industry partners. …”
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Development of single-pin, un-barbed, pole-tagging of free-swimming dolphins and sharks with satellite-linked transmitters by Michael J. Moore, Thomas M. Lanagan, Randall S. Wells, Jason Kapit, Aaron A. Barleycorn, Jason B. Allen, Robin W. Baird, Camrin D. Braun, Gregory B. Skomal, Simon R. Thorrold

“…The latter showed very short touch/response intervals and highlighted the need for several iterative revisions of the pneumatic system. This resulted in reducing the total time from triggering to tag application to ~ 20 ms. …”
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Understanding Health-Related Discussions on Reddit: Development of a Topic Assignment Method and Exploratory Analysis by Garrett J Chan, Mark Fung, Jill Warrington, Sarah A Nowak

“…ResultsWe created an automated algorithm to assign medical topics to Reddit posts. By iterating through multiple rounds of topic assignment, we improved the accuracy of the algorithm. …”
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Determination of Sequential Well Placements Using a Multi-Modal Convolutional Neural Network Integrated with Evolutionary Optimization by Seoyoon Kwon, Minsoo Ji, Min Kim, Juliana Y. Leung, Baehyun Min

“…The prediction performance of the M-CNN for hydrocarbon-prolific regions is improved by adding qualified scenarios to the learning data and re-training the M-CNN. This iterative learning scheme enhances the suitability of the proxy for solving the problem of maximizing oil productivity. …”
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Barriers and Facilitators to the Preadoption of a Computer-Aided Diagnosis Tool for Cervical Cancer: Qualitative Study on Health Care Providers’ Perspectives in Western Cameroon by Magali Jonnalagedda-Cattin, Alida Manoëla Moukam Datchoua, Virginie Flore Yakam, Bruno Kenfack, Patrick Petignat, Jean-Philippe Thiran, Klaus Schönenberger, Nicole C Schmidt

“…The HCPs emphasized the importance of clinical validation, usability testing, and iterative feedback mechanisms to build trust in the CAD tool’s accuracy and utility. …”
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6G-oriented cross-modal signal reconstruction technology by Ang LI, Jianxin CHEN, Xin WEI, Liang ZHOU

“…The feature extraction module maps the source modal signals into a semantic feature vector in the common semantic space, and the reconstruction module inverse transforms this semantic feature vector into the target modal signal.The evaluation module evaluates the reconstruction quality in semantic and spatio-temporal dimensions, and feeds the optimization information to the feature extraction module and the reconstruction module during the training process of the framework, forming a closed-loop loop to achieve accurate signal reconstruction through continuous iteration. Further, a teleoperated platform is designed to deploy the constructed haptic reconstruction model into the codec to actually verify the operational efficiency of the model; finally, the reliability of the cross-modal signal reconstruction architecture and the accuracy of the haptic reconstruction model are verified by experimental results. …”
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Estimation of chlorophyll-a in uncrewed aircraft systems imagery using autonomous surface vessel data with machine learning algorithms and feature selection techniques by Mohammad Shakiul Islam, Padmanava Dash, Abduselam M. Nur, Hafez Ahmad, Rajendra M. Panda, Jessica S. Wolfe, Gray Turnage, Lee Hathcock, Gary D. Chesser, Jr, Robert J. Moorhead

“…These techniques reduced the original d-dimensional feature space to a k-dimensional space by iteratively evaluating all possible feature combinations and selecting those that achieved the highest R2 scores for each ML algorithm. …”
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Supporting teams with designing for dissemination and sustainability: the design, development, and usability of a digital interactive platform by Maura M. Kepper, Allison J. L’Hotta, Thembekile Shato, Bethany M. Kwan, Russell E. Glasgow, Douglas Luke, Andrea K. Graham, Ana A. Baumann, Ross C. Brownson, Brad Morse

“…Methods A user-centered design (UCD) approach engaged users (n = 14) and an expert panel (n = 6) in an iterative design process from discovery to prototyping and testing. …”
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Co-creating a person-centered creative engagement intervention for Parkinson's care by Blanca T. M. Spee, Blanca T. M. Spee, Blanca T. M. Spee, Thieme B. Stap, Thieme B. Stap, Marjoke Plijnaer, Gert Pasman, Sara Zeggio, Annelien Duits, Annelien Duits, Julia S. Crone, Suzanne Haeyen, Suzanne Haeyen, Matthew Pelowski, Matthew Pelowski, Bastiaan R. Bloem, Jan-Jurjen Koksma

“…Fourteen individuals with PD, along with three creative therapists and three researchers, collaborated through iterative design cycles to co-develop a creative arts therapy intervention. …”
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The Complete Inpatient Record Using Comprehensive Electronic Data (CIRCE) project: A team‐based approach to clinically validated, research‐ready electronic health record data by Andrea L. C. Schneider, Jennifer C. Ginestra, Meeta Prasad Kerlin, Michael G. S. Shashaty, Todd A. Miano, Daniel S. Herman, Oscar J. L. Mitchell, Rachel Bennett, Alexander T. Moffett, John Chandler, Atul Kalanuria, Zahra Faraji, Nicholas S. Bishop, Benjamin Schmid, Angela T. Chen, Kathryn H. Bowles, Thomas Joseph, Rachel Kohn, Rachel R. Kelz, George L. Anesi, Monisha Kumar, Ari B. Friedman, Emily Vail, Nuala J. Meyer, Blanca E. Himes, Gary E. Weissman

“…Analysts and clinical researchers jointly iteratively reviewed SQL queries and their output to validate desired data elements. …”
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Pharmacological treatment in autism: a proposal for guidelines on common co-occurring psychiatric symptoms by Mariah A. Manter, Kirstin B. Birtwell, James Bath, Nora D. B. Friedman, Christopher J. Keary, Ann M. Neumeyer, Michelle L. Palumbo, Robyn P. Thom, Emily Stonestreet, Hannah Brooks, Kelly Dakin, Jacob M. Hooker, Christopher J. McDougle

“…Pharmacological guidelines were iteratively refined until consensus was reached. Treatment differences relative to standard of care (SOC) of non-autistic individuals are noted. …”
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Effect of Medication Management at Home via Pharmacist-Led Home Televisits: Protocol for a Cluster Randomized Controlled Trial by Sheikh Rubana Hossain, Akanksha N Samant, Briana C Balsamo, Chelsea E Hawley, Michael C Zanchelli, Carolyn Zhu, Maria D Venegas, Marina Robertson, Megan B McCullough, Judith L Beizer, Kenneth S Boockvar, Albert L Siu, Lauren R Moo, William W Hung

“…The cluster RCT was iteratively adapted after a pilot test. The primary outcome of medication appropriateness of the intervention will be measured using the STOPP (Screening Tool of Older Persons’ Prescriptions) criteria for potentially inappropriate medications (PIMs) at 6 months. …”
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Ultra-low dose dual-layer detector spectral CT for pulmonary nodule screening: image quality and diagnostic performance by Li Ding, Mingwang Chen, Xiaomei Li, Yuting Wu, Jingxu Li, Shuting Deng, Yikai Xu, Zhao Chen, Chenggong Yan

“…ULDCT was reconstructed with hybrid iterative reconstruction (HIR), electron density map (EDM), and virtual monoenergetic images at 40 keV and 70 keV. …”
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