Construction and Application of Enterprise Internal Audit Data Analysis Model Based on Decision Tree Algorithm by Yuna Si

“…In order to solve many problems in traditional auditing, this paper realizes the interface of data dictionary attributes through effective domain management of multisystem data, so as to achieve the purpose of system support and effective management to improve data quality. …”
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Deep Learning Model for CS-Based Signal Recovery for IRS-Assisted Near-Field THz MIMO System by Vaishali Sharma, Prakhar Keshari, Sanjeev Sharma, Kuntal Deka, Ondrej Krejcar, Vimal Bhatia

“…Simulation results for symbol error rate (SER) and normalized mean square error (NMSE) performance indicate that the proposed DL-based receiver outperforms conventional recovery algorithms based on orthogonal matching pursuit (OMP) CS-recovery and dictionary-shrinkage estimation (DSE).…”
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FishPi: a bioinformatic prediction tool to link piRNA and transposable elements by Alice M. Godden, Benjamin Rix, Simone Immler

“…TE type is examined, counted and stored to a dictionary, with genomic loci recorded. Any updates to piRNA-TE binding rules can easily be incorporated by changing the seed-region options in the graphic user-interface. …”
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Global Information and Structure Tensor Guided Collaborative Representation for Anomaly Detection by Meiping Song, Zhenyu Guo, Lan Li, Shihui Liu, Haimo Bao, Jiakang Li

“…First, the global and local information are combined into the collaborative representation to obtain a more valuable background dictionary, preventing the big targets from being missed. …”
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Quantitative Evaluation of Vocabulary Emotional Color in Language Teaching by Zhong Caihong

“…The four aspects of whether words belong to emotional words define the concept of emotional words and introduce the specific methods of judging and extracting emotional words from the two aspects of dictionary definition and word collocation. This paper takes foreign students whose native language is English as the research object, through questionnaire survey and corpus analysis, to investigate the use of foreign students’ emotional colors and to explore the influence of native language factors on emotional color acquisition. …”
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Longitudinal Relationship between the Introduction of Medicinal Cannabis and Polypharmacy: An Australian Real-World Evidence Study by Maja Kalaba, Graham M. L. Eglit, Matthew T. Feldner, Patrizia D. Washer, Tracie Ernenwein, Alistair W. Vickery, Mark A. Ware

“…Adverse events (AEs) were collected at each visit and subsequently coded using the Medical Dictionary for Regulatory Activities version 23 into the system organ class (SOC) and preferred term (PT). …”
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Exploratory disproportionality analysis of potentially drug-induced eosinophilic pneumonia using United States Food and Drug Administration adverse event reporting system by Ashwin Kamath

“…Cases of potentially drug-induced EP were identified using OpenVigil application by conducting a narrow and broad scope search using the Medical Dictionary of Regulatory Activities preferred terms. …”
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Modifikasi Fonem Vokal Pada Stemming Kata Tidak Baku by Ahmad Fikri Iskandar, Ema Utami, Wahyu Hidayat, Agung Prasetio Budi, Anggit Dwi Hartanto

“…Algorithm Modified Vocal Phenomes Non-Formal has succeeded in performing stemming with 90.0% precision with 54 words that were successfully converted to base words according to the Big Indonesian Dictionary and 6 words were still not converted. …”
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Flexible and cost-effective deep learning for accelerated multi-parametric relaxometry using phase-cycled bSSFP by Florian Birk, Lucas Mahler, Julius Steiglechner, Qi Wang, Klaus Scheffler, Rahel Heule

“…This work emphasizes the advantages of in silico DNN MP-qMRI pipelines for rapid data generation and DNN training without extensive dictionary generation, long parameter inference times, or prolonged data acquisition, highlighting the flexible and rapid nature of lightweight machine learning applications for MP-qMRI.…”
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Hybrid natural language processing tool for semantic annotation of medical texts in Spanish by Leonardo Campillos-Llanos, Ana Valverde-Mateos, Adrián Capllonch-Carrión

“…We integrated them with the dictionary-based system in a hybrid tool, and distribute the models via the Hugging Face hub. …”
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Pengenalan Entitas Bernama Menggunakan Bi-LSTM pada Chatbot Bahasa Indonesia by Anshar Zulhilmi, Rizal Perdana, Indriati

“…These stages include noise removal, data labeling, word and label dictionary creation, sequence encoding and data separation, model initiation, and model training. …”
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A study on the pharmacovigilance of various SGLT-2 inhibitors by Yanwen Dong, Yangyang Wang, Yangyang Wang, Xiaomei Lan, Xiaomei Lan, Huiyan Zeng, Huiyan Zeng

“…ADRs were defined using the System Organ Classes (SOC) and Preferred Terms (PT) from the MedDRA 27.0 dictionary. Four signal detection metrics—reporting odds ratio (ROR), proportional reporting ratios (PRRs), Bayesian Confidence Propagation Neural Network (BCPNN), and empirical Bayesian geometric mean (EBGM)—were utilized to infer ADRs and assess differences among specific SGLT2i drugs through intersection analysis.ResultsExcept for canagliflozin, both dapagliflozin and empagliflozin showed a general increase in ADRs. …”
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Linear IgA bullous dermatosis secondary to drugs: a real-world pharmacovigilance study of the FDA adverse event reporting system by Yixuan Yang, Hanzhang Xie, Shuhan Liu, Ying Jia, Bingnan Cui, Zhanshuo Xiao

“…This study aims to assess the reported associations between LABD and numerous available medications using the FDA adverse event reporting system (FAERS).MethodsThe study encompassed FAERS reports spanning the years 2004–2024. Medical Dictionary for Regulatory Activities (MedDRA) was used to identify cases of LABD. …”
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A post-marketing pharmacovigilance study of triazole antifungals: adverse event data mining and analysis based on the FDA adverse event reporting system database by Yalan Tian, Min Jin, Hong Ning

“…Filter out ADE signals detected by both the ROR and PRR methods, and categorize these ADE signals by System Organ Class (SOC) according to the Medical Dictionary for Regulatory Activities (MedDRA 26.0).ResultsA total of 8,898 ADE reports with voriconazole as the primary suspect drug were retrieved, 1,948 for posaconazole, and 944 for isavuconazole. …”
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Pharmacovigilance imbalance analysis of VEGFR-TKI-related taste and smell disorders by Zhong-hua Fu, Chenglong Zhao, Yaqin Wang, Lei Zhang, Lei Wang

“…The Standardized Medical Dictionary for Regulatory Activities (MedDRA) Queries (SMQs) were used to analyze the AEs of TSDs. …”
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Ulinganishaji wa Maisha Katika Tamthilia ya Mizigo Na Ya Jamii Wilayani Mbarara. by Turinawe, James

“…Vilevile, Kamusi ya Kiingereza Oxford Advanced Learner's Dictionary (2010), inafafanua kuwa Jamii ni watu kwa pamoja, waishio pamoja kwenye ujima; ni ujima fulani wa watu wenye desturi, tabia na sheria za aina moja. …”
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Brodalumab: Six-Year US Pharmacovigilance Report by Mark G. Lebwohl, John Y. Koo, April W. Armstrong, Bruce E. Strober, Soo Han Yoon, Nicole N. Rawnsley, Earl L. Goehring, Gina D. Mangin, Abby A. Jacobson

“…Adverse events were defined by Medical Dictionary for Regulatory Activities v26.0 Preferred Terms and standardized MedDRA queries. …”
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Data mining and safety analysis of voriconazole in patients with a hematological malignant tumor based on the FAERS database: differences between children and adults by Hao Li, Hao Li, Manxue Jiang, Manxue Jiang, Xiaona Pan, Lingti Kong, Lingti Kong, Lingti Kong

“…Then, they were classified using the preferred terminology (PT) and system organ category (SOC) in the Medical Dictionary for Regulatory Activities. Data mining was done using reporting odds ratio (ROR), proportional reporting ratio (PRR), Bayesian confidence propagation neural network (BCPNN), and multi-item gamma Poisson shrinker (MGPS).ResultsA total of 605 ADEs were included: 116 (19.17%) in children and 489 (80.83%) in adults. …”
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Category-terminological apparatus of modern social upbringing by Z. A. Aksyutina

“…The practical significance of the study lies in the fact that the categorical system of social upbringing can be used in the development of basic educational programmes of the psychological and pedagogical direction, training courses, methodological materials, in terms of the formation of students’ professional competencies; in the implementation of scientific research in the field of social pedagogy and social upbringing; in the development of dictionary-encyclopedic literature on social pedagogy and social upbringing. …”
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Sex differences of fall-risk-increasing drugs in the middle-aged and elderly: a descriptive, cross-sectional study of FDA adverse event reporting system by Ying Zhao, Yuke Zhong, Liuqing Wu, Jiao Yan, Weitao Lu

“…To establish a list of FRIDs and describe their sex differences, we used preferred terms from the Medical Dictionary for Regulatory Activities to search for AEs in the FDA Adverse Event Reporting System (FAERS), and then perform disproportionality analyses and female/male ratio analyses. …”
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