Effectiveness of large language models and software libraries in sentiment analysis by Agnieszka WOJDECKA, Jakub GROMADZIŃSKI, Krzysztof WALCZAK

“… This paper investigates the effectiveness of selected tools for sentiment analysis, focusing on both dedicated software libraries (NLTK, Pattern, TextBlob) and large language models (ChatGPT and Gemini). …”
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The Evolution of Computer-assisted Detection of Pulmonary Embolism from Volume to Voxel by Condrea Florin, Rapaka Saikiran, Itu Lucian, Leordeanu Marius

“…Pulmonary embolism (PE) remains a significant cause of cardiovascular mortality, with untreated cases showing mortality rates of up to 30%. The evolution of computer-assisted detection (CAD) for PE has transformed dramatically over the past decades, progressing from simple pattern recognition to sophisticated deep learning approaches. …”
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Impact of perineural tumor spread in head and neck adenoid cystic carcinoma for carbon-ion radiotherapy by Atsushi Musha, Nobuteru Kubo, Hidemasa Kawamura, Naoko Okano, Masahiro Onishi, Takeru Ohtaka, Midori Tamura, Osamu Nikkuni, Yuichi Tomidokoro, Satoshi Yokoo, Kazuaki Chikamatsu, Tatsuya Ohno

“…LC (p = 0.005) and PFS (p = 0.013) demonstrated significant variances on analysis based on PNTS occurrence; however, OS did not exhibit a similar pattern. Conclusion: Our findings highlight the importance for considering disease-specific characteristics and the need for developing targeted strategies that address the complex nature of HN-ACC, particularly in cases involving PNTS, to enhance treatment outcomes and potentially reduce recurrence rates.…”
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Antimicrobial susceptibility at intensive care units in Sudan, antibiogram development by Ghada Omer Hamad Abd El-Raheem, Mohamed Elhadi Ahmed Dihesh, Mohamed Elmutaz Babikir Elmardi, Hana Eltayeb Salih Elamin, Latifa Elsir Abas Zeinelabdin, Dalia Omer Suliman Ahmed, Misa Abdelmajid Alhaj Mudather, Omema Abdelkrem Abdelftah Gaber, Hanadie Mustafa Ebrahim Abdalla

“…Abstract Antibiograms are statistics on bacterial spectrum and resistance rates. It is of importance to regularly monitor the trends in antimicrobial resistance within the institution through the periodic cumulative resistance to provide the effective empiric antibiotic selection, enhanced infection control interventions, and containment strategies. …”
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Path to full immunisation coverage, role of each vaccine and their importance in the immunisation programme: a cross-sectional analytical study of India by Gunjan Taneja, Pawan Kumar, Disha Agarwal, Ajay Kumar Verma, Pritu Dhalaria, Sanjay Kapur, Ajeet Kumar Singh, Bhupendra Tripathi

“…The prevalence of absolute zero-dose children, antigen-wise zero dose, co-coverage rates and cascade levels for vaccine combinations are assessed. …”
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Adult Granulosa Cell Tumors of the Ovary: A Retrospective Study of 36 FIGO Stage I Cases with Emphasis on Prognostic Pathohistological Features by Emina Babarović, Ivan Franin, Marko Klarić, Ani Mihaljević Ferrari, Ružica Karnjuš-Begonja, Senija Eminović, Damjana Verša Ostojić, Danijela Vrdoljak-Mozetič

“…In univariate analysis, the 5-year disease-free survival rates were significantly shorter in patients treated with fertility surgery (p=0.004), with diffuse growth pattern (p=0.012), with moderate and severe nuclear atypia (p=0.032), and with presence of hemorrhage (p=0.022). …”
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Finger drawing on smartphone screens enables early Parkinson's disease detection through hybrid 1D-CNN and BiGRU deep learning architecture. by Zhaohui Zhu, E Wu, Pengfei Leng, Jiajun Sun, Mingming Ma, Zhigeng Pan

“…Our hybrid model combined multi-scale convolutional feature extraction (using parallel 1D-Convolutional branches) with bidirectional temporal pattern recognition (via gated recurrent unit [GRU] networks) to analyze movement abnormalities and detect the disease.…”
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Subanalysis of the AUGUSTUS trial by T. V. Pavlova, P. D. Duplyakova, O. V. Shkaeva, S. P. Krivova

“…The AUGUSTUS randomized trial with a two-by-two factorial design proved that full-dose apixaban is superior in safety to the vitamin K antagonist warfarin, while not inferior in effectiveness. This pattern has been preserved in several important subanalysis on stent thrombosis, hospitalization rates, and conservative management of acute coronary syndrome. …”
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Impacts of Skill Centrality on Regional Economic Productivity and Occupational Income by Keith Waters, Shade T. Shutters

“…Here, nodes are represented by individual labor skills, and edge weights are derived from the colocation pattern of skill pairs among 384 US metropolitan statistical areas. …”
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Workbench in the Teaching of Optics to Junior High School by Emerson B. Cuzzamu

“…The descriptive-developmental research design was used in the development of the workbench patterned from the ADDIE model. The content of the workbench was based on the competencies present in the K-12 science curriculum guide. …”
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Project Quality Assessment Based on Fuzzy Nodeling by E. N. Zhivitskaya, T. A. Safronova

“…The first rule bloke – projector rating- consists of 36 fuzzy rules that help taking into account quality of projector’s work. …”
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VIBROACOUSTIC DYNAMICS SIMULATION OF RAIL ON SLEEPERS by Sergey Fedorovich Podust, Denis Alexandrovich Kuklin

“…It permits to specify the noise emission pattern in low and high frequencies of the rated audio band. …”
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Muted Amazon Rainfall Response to Deforestation in a Global Storm‐Resolving Model by Arim Yoon, Cathy Hohenegger

“…These changes also lead to a north‐south dipole pattern in the precipitation response during the dry and wet seasons. …”
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Video-assisted surgery in the treatment of early corpus uteri cancer by T. M. Kochoyan, D. V. Komov, R. A. Kerimov, S. Yu. Sletina, A. V. Logachev

“…Overall and relapse-free survival rates were comparable in the two groups and did not depend on the technique of surgical intervention.…”
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Clinical and epidemiological characteristics of registered childhood tuberculosis cases in the North-Western Region of Russia when introducing a tuberculosis diagnosis complex usin... by I. F. Dovgalyuk, N. V. Korneva, A. A. Starshinova, Yu. E. Ovchinnikova, S. M. Ananyev

“…The paper analyzes changes in the pattern of clinical forms of registered tuberculosis cases, in the proportion of detected complications and phases of the specific process in children in 2007 to 2012. …”
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Global burden of paralytic ileus and intestinal obstruction, 1990–2021: a GBD 2021 analysis by Yan-Ci Zhao, Hanpu Zhang, Shuzhen Wu, Junhan Pan, Yanyan Zhu, Huizhen Huang, Feng Chen

“…We estimated the number of incident cases and years of life lost (YLLs), along with age-standardized incidence rates (ASIR) and age-standardized YLLs rates (ASYR), each with corresponding 95% uncertainty intervals (UIs). …”
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Avaliação comparativa e evolutiva dos protocolos de atendimento dos pacientes fissurados Comparative and evolutive evaluation of attendance protocols of patients with clef lip and... by Nivaldo Alonso, Daniela Yukie Sakai Tanikawa, Jonas Eraldo de Lima Junior, Marcus Castro Ferreira

“…Eight surgical categories were related, palate repair (35.18%) was the most utilized one, followed by lip repair (unilateral and bilateral), keeping the same distribution pattern. Secondary procedures had persisted with high rates (approximately 30%), however the number of complications decreased (no fistulae). …”
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HBXIP suppression reduces cell proliferation and migration and its overexpression predicts poor prognosis in non-small-cell lung cancer by Yixuan Wang, Nan Li, Shuanlong Che, Tiefeng Jin, Junjie Piao, Shuangping Liu, Zhenhua Lin

“…The overexpression of HBXIP was closely correlated with histological grade, clinical stage, lymph node metastasis, and lower overall survival rates of patients with non-small-cell lung cancer. …”
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Anxiety and depression in patients with head and neck cancer: 6-month follow-up study by Wu Y, Lin P, Chien C, Fang F, Chiu N, Hung C, Lee Y, Chong M

“…A skew pattern of depression was observed, with prevalence rates from 8.5% at pretreatment to 24.5% and 14% at 3 and 6 months, respectively, after treatment. …”
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An Investigation of the Characteristics of the Mei–Yu Raindrop Size Distribution and the Limitations of Numerical Microphysical Parameterization by Zhaoping Kang, Zhimin Zhou, Yinglian Guo, Yuting Sun, Lin Liu

“…At low <i>RR</i>, decreased small-drop and increased large-drop concentrations cause corresponding leftward and rightward RSD shifts with decreasing altitude—a pattern well captured by simulations. However, at elevated rainfall rates, the simulated concentration of large raindrops shows no significant increase, resulting in negligible rightward shifting of RSD in the model outputs. …”
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