Explainable artificial intelligence with fusion-based transfer learning on adverse weather conditions detection using complex data for autonomous vehicles by Khaled Tarmissi, Hanan Abdullah Mengash, Noha Negm, Yahia Said, Ali M. Al-Sharafi

“…Finally, to ensure the transparency of the model's predictions, XAIFTL-AWCDAV integrates explainable AI (XAI) techniques, utilizing SHAP to visualize and interpret each feature's impact on the model's decision-making process. …”
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Clinical laboratory evaluation of the Hologic Panther Aptima BV and CV/TV assays for the diagnosis of vaginitis in Dunedin, Aotearoa New Zealand by Juliet Elvy, Katelyn Carter, Jenna Paterson, Megan Smith, Gayleen Parslow, James E. Ussher

“…BV indeterminate samples were almost evenly split between positive and negative results when tested on the Aptima BV assay. BV Gram stain interpretation was error prone, with 20% of samples discordant on duplicate examination. …”
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Reflections on plague in African history (14th–19th c.) by Gérard Chouin

“…Would we understand and interpret the history of Western Europe or the Mediterranean as we do if we ignored that the plague had occurred? …”
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Deep learning enhanced transmembranous electromyography in the diagnosis of sleep apnea by Ross Mandeville, Hooman Sedghamiz, Perry Mansfield, Geoffrey Sheean, Chris Studer, Derrick Cordice, Ghodsieh Ghanbari, Atul Malhotra, Shamim Nemati, Jejo Koola

“…However, experience and ability to interpret electrical signals from the upper airway are scarce, and much of the pertinent information within the signal is likely difficult to detect visually. …”
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Association of autistic personality traits with the EEG scores in non-clinical subjects during the facial video viewing by A. N. Savostyanov, D. A. Kuleshov, D. I. Klemeshova, M. S. Vlasov, A. E. Saprygin

“…This could hypothetically be interpreted as an index of reduced brain activity associated with recognition of self-referential information in people with higher scores of autistic traits. …”
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Comprehensive Monitoring of Construction Spoil Disposal Areas in High-Speed Railways Utilizing Integrated 3S Techniques by Xiaodong Hu, Bo Xia, Yongqi Guo, Yang Yin, Huihua Chen

“…In scenario 2, unmanned aerial vehicle data were employed to extract soil and water conservation measures via visual interpretation and overlay analysis. In scenario 3, Sentinel-1 data were used to analyze elevation changes through the differential interferometric synthetic aperture radar method, followed by the estimation of spoil volume changes. …”
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Achieving adherence to positive airway pressure in commercial drivers using an employer-mandated remote management programme by Elizabeth Kneeland, Nadia Ali, David G. Maislin, Yoon Hee Chang, Joyce Epelboim, Brendan T. Keenan, Allan I. Pack

“…Illustrating effectiveness, those that maintained participation had excellent PAP adherence (5.27±1.61 h·night−1; 88.5±12.9% days used; 79.7±17.7% days used ≥4 h). Interpretation Remote assessment of OSA and PAP management in commercial drivers is feasible and effective. …”
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Awareness and perception of prevention and management options of sexually transmitted infections among students at secondary school in Rivers State, Nigeria by Florence Mandah, Oluebubechukwu Udi, Pamela Thompsom-Abiye, Basil Ogbu

“…It was observed that 3.3% of respondents would choose to ignore symptoms, which could be an interpretation of normalization of ill health experience. …”
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Age-dependent differences in the association between blood interleukin-6 levels and mortality in patients with sepsis: a retrospective observational study by Takashi Shimazui, Takehiko Oami, Tadanaga Shimada, Keisuke Tomita, Taka-aki Nakada

“…Therefore, IL-6 levels should be interpreted with caution when predicting mortality in elderly patients with sepsis. …”
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Atención a la diversidad y discursos sobre lecturas en Educación Superior / Attention to diversity and discourses on readings in Higher Education by Aurora Martínez Ezquerro

“…To compile the information for this case study, the mixed, quantitative and interpretive methodology is applied. Their questionnaires offer the analysis over time of a population of 71 university students (10 autonomous communities) during three academic years. …”
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The impact of the U.S federal minimum legal drinking age law on alcohol involved firearm suicide: a regression discontinuity approachResearch in context by Vageesh Jain, Matthew Miller, David Hemenway

“…Blood alcohol content was not affected by the MLDA but was higher for firearm suicides across all ages. Interpretation: There was a large increase in the rate of alcohol positive suicide at the minimum legal drinking age (MLDA), driven by firearm suicide. …”
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The Single Leg Squat Test: A “Top-Down” or “Bottom-Up” Functional Performance Test? by Lindsay A Carroll, Benjamin R Kivlan, RobRoy L Martin, Amy L Phelps, Christopher R Carcia

“…Investigations into the relationship between MKD and the foot and ankle complex have provided conflicting results, which may impact clinicians’ interpretation of the SLST. # Purpose The purpose of this study was to compare ankle dorsiflexion range of motion (ROM) and foot posture in subjects that perform the SLST with MKD (fail) versus without MKD (pass)…”
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Fluid Origin and Evolution of the Roc Blanc Silver Deposit (Jebilet Massif, Variscan Belt, Morocco): Constraints from Geology and Fluid Inclusions by Amal El Arbaoui, Ismaïla N’Diaye, Zaineb Hajjar, Amina Wafik, Abdelhak Boutaleb, Said Ilmen, Abderrahim Essaifi, Mohammed Bouabdellah

“…Three types of fluid inclusions have been recognized in silver mineralisation bearing quartz veins according to petrographic investigations, microthermometry, and Raman spectroscopy studies: (i) liquid-rich H2O-N2-CH4±CO2-(salt) fluid inclusions (type 1), (ii) vapour-rich H2O-CO2-CH4-N2-(salt) fluid inclusions (type 2), and (iii) aqueous H2O-(salt) fluid inclusions (type 3). The interpretation of fluid inclusion data shows a mixing of two fluids that are metamorphic and surface to subsurface origin, trapped at boiling state. …”
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Prediction of lithium-ion battery SOC based on IGA-GRU and the fusion of multi-head attention mechanism by Pei Tang, Minnan Jiang, Weikai Xu, Zhengyu Ding, Mao Lv

“…It is shown that the model can significantly improve the accuracy and robustness of SOC estimation, enhance the intelligence, real-time and interpretability of the battery management system, and bring a more efficient, safe and long-lasting battery management solution to the fields of electric vehicles and energy storage systems.…”
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TAX COMPLIANCE RISK AS AN ELEMENT OF THE TAX RISK MANAGEMENT CONCEPT IN AN ENTERPRISE by Olha Mashchenko, Anastasiia Khodus

“…The paper investigates the interpretation of compliance risk in the tax area as a set of measures for voluntary compliance with tax legislation. …”
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DINAMIKA TARI REMO BOLET SANGGAR RAFF DANCE COMPANY INDONESIA : SEBUAH KAJIAN STRUKTUR GERAK TARI by R. indri yanto indriyanto, Lia Ayu Agustin Lia Ayu Agustin

“…The data analysis technique uses dance analysis based on Adshead theory description and interpretation The data validity techniques used is source triangulation and theory triangulation. …”
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Monitoring of prostate-specific antigen in men with benign prostate enlargement receiving 5-alpha reductase inhibitors: a non-interventional, cross-sectional study of real-world pr... by Juan Manuel Palacios, Pratiksha Kapse, Vanessa Cortes, Marcio Augusto Averbeck, Alberto Budia Alba, Suryakant Somvanshi, Danilo Souza Lima da Costa Cruz, Fiona Pereira

“…Conclusions An unmet need exists for standard guidance and continuous education to support optimal monitoring and interpretation of prostate-specific antigen in patients with lower urinary tract symptoms/benign prostate enlargement treated with 5-alpha reductase inhibitors.…”
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Investigation of the relationship between air pollution and gestational diabetes by Sima Nazarpour, Afshin Shokati Poursani, Maryam Mousavi, Fahimeh Ramezani Tehrani, Samira Behboudi-Gandevani

“…This result should be interpreted cautiously due to the lack of considering all of the potential confounders.…”
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How do staff work in NHS hospital operations management meetings to support resilience in everyday service delivery? A qualitative study by L. Sutton, C. Tarrant, J. Willars, T. Coats, M. Simmonds, D. Mclean, A. Boyle, K. Dreesbeimdiek, S. Richter, A. Oyedijo, D. Roland

“…We identified three types of work: Sense-making and Interpretation, and Risk work (which together contributed to maintaining organisational function) and Maintaining morale (which supported individual staff resilience). …”
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Digital sleep phenotype and wrist actigraphy in individuals at clinical high risk for psychosis and people with schizophrenia spectrum disorders: a systematic review and meta-analy... by Andrea Cipriani, Edoardo Giuseppe Ostinelli, John Torous, Paolo Brambilla, Philip McGuire, Dominic Oliver, Rosario Aronica, Charlotte Austin

“…However, observed heterogeneity and potential biases across studies may limit the interpretability of findings. These limitations underscore the need for standardised guidelines and more precise participant stratification.…”
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