ENHANCING 〖PM〗_(2.5) PREDICTION IN KEMAYORAN DISTRICT, DKI JAKARTA USING DEEP BILSTM METHOD by Nabila Karin, Gumgum Darmawan, Triyani Hendrawati

“…Traditional forecasting methods like ARIMA have limitations in handling non-linear and complex patterns. Therefore, an accurate machine learning method is needed to improve forecasting performance. …”
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The impact of COVID-19 on clinical research for Neglected Tropical Diseases (NTDs): A case study of bubonic plague. by Tsinjo Fehizoro Rasoanaivo, Josephine Bourner, Ravaka Niaina Randriamparany, Théodora Mayouya Gamana, Voahangy Andrianaivoarimanana, Mily Harijaona Raherivelo, Harivelo Randriamampionona, Minoarisoa Rajerison, Mihaja Raberahona, Alex Paddy Salam, Tansy Edwards, Piero L Olliaro, Rindra Vatosoa Randremanana

“…<h4>Methods</h4>To understand the impact of the COVID-19 pandemic on the trial accrual rate, we documented changes in patterns of all-cause consultations that took place before and during the pandemic at health centres in two districts of the Amoron'I Mania region of Madagascar where the trial is underway. …”
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Preparation of Porous F-WO3/TiO2 Films with Visible-Light Photocatalytic Activity by Microarc Oxidation by Chung-Wei Yeh, Kee-Rong Wu, Chung-Hsuang Hung, Hao-Cheng Chang, Chuan-Jen Hsu

“…Owing to the high specific surface area from the porous microstructure, the mTiO2 film shows a 61% and 50% rate increase in the photocatalytic dye degradation, as compared with the N,C-codoped TiO2 films under UV and Vis irradiation, respectively.…”
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Melanoma Skin Lesion Classification Using Neural Networks: A systematic review by ahmed hammo, Mohammed Younis

“…Therefore, detection of this disease must be early and sound due to the high mortality rate. It is driven by researchers' desire to use computers to obtain accurate diagnostic systems to help diagnose and detect this disease early. …”
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MULTI-MODEL STACK ENSEMBLE DEEP LEARNING APPROACH FOR MULTI-DISEASE PREDICTION IN HEALTHCARE APPLICATION by Bhaskar Adepu, T. Archana

“…These datasets serve two functions: improving illness prediction and examining large data reservoirs to identify previously unknown disease patterns. Leveraging deep learning models, it becomes feasible to detect and forecast the early stages of numerous diseases based on individual health conditions. …”
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Finding the Context of High‐Risk Behavioral Factors and the Effectiveness of Addiction Treatment Centers in Preventing the Transmission of Hepatitis C Virus Among Injecting Drug Ad... by Neda Asadi, Sirous Pourkhajoei

“…The studied IDUs reported minor rate of risky injecting and sexual behavior after participation in MMT program. …”
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Epidemiological and Clinical Characteristics of Respiratory Syncytial Virus Infection in Children in Hangzhou (2022–2023) by Qin-Rui Lai, Xiao-Li Chu, Ying-Ying Chen, Wei Li, Ya-Jun Guo, Shi-Qiang Shang

“…From February 2022 to January 2023, the HRSV positivity rate was 7.06%. In 2023, it increased to 9.26%. The highest positivity rates were in infants aged 0–6 months and children aged 6 months to 1 year. …”
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Investigating the Photocatalytic Behavior of Manganese-Zinc Ferrite and the Effect of Its Concentration on the Degradation of Methylene Blue in the Presence of Visible Light by S. Shahedi, S. Hasani, Z. Daneshfar, A.R. Mashreghi, Z. Zoghaghi

“…The results demonstrated that the presence of these nanoparticles significantly affected the degradation rate of methylene blue. Ultimately, the findings indicated that the addition of 0.1 g/lit of these nanoparticles yielded the most effective results, achieving approximately 87.25% degradation in 12 h.…”
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A novel Swin transformer based framework for speech recognition for dysarthria by Rabbia Mahum, Ismaila Ganiyu, Lotfi Hidri, Ahmed M. El-Sherbeeny, Haseeb Hassan

“…However, the false positive rate is high due to the varying nature of speech and environmental factors such as background noise. …”
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Children’s Drawing and Graphic Development: An Empirical Study of the Developmental Stages According to Lowenfeld by Paula Gil-Ruiz, Victoria Martinez-Verez, William Ospina Toro, Walter Castañeda Marulanda

“…This study analyzed the validity of Viktor Lowenfeld’s developmental model in children aged 3 to 5 years, assessing whether the stages proposed by the author correspond to the patterns of graphic representation currently observed. …”
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Examination of an iPSC model of human eye development reveals progressive emergence of critical embryonic cell types by Maria R. Replogle, Xiaolong Ma, Chien-Wei Lin, Elena V. Semina

“…Cluster-specific interrogation of eye disease-associated genes demonstrated dynamic temporal patterns and enrichment in relevant developing cell types. …”
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Population structure and density of a new invasive species Rangia cuneata in the Szczecin Lagoon (Odra/Oder estuary, Poland) by Przemysław Czerniejewski, Jarosław Dąbrowski, Adam Brysiewicz, Krzysztof Formicki

“…Given the R. cuneata’s invasive potential and its fast rate of colonization of new areas, it would be prudent to monitor this population and the species migration patterns across the estuary waters of the western Baltic.…”
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Unsupervised Binary Classifier-Based Object Detection Algorithm with Integrated Background Subtraction Suitable for Use with Aerial Imagery by Gabija Veličkaitė, Ignas Daugėla, Ivan Suzdalev

“…However, the overall accuracy reached 65%, due to a higher rate of false positives—an expected trade-off when maximizing recall. …”
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Using Cuckoo Search Algorithm to Predict Corporate Financial Risks and Alleviate Economic Uncertainty by Muqiao Cai

“…The system’s dynamic learning capabilities identify patterns connected to company failures and financial decline. …”
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Using OpenPrescribing.net to evaluate neighbourhood-level prescribing of inhalers for asthma and COPD by Thomas C. Richards, Alison Heppenstall, Rachel A. Oldroyd, Victoria Barr, Roger Beecham

“…We find inequalities in prescribing behaviour, with the most deprived neighbourhoods associated with higher rates of emergency or ’rescue’ inhaler prescribing - a pattern that was interrupted during the March 2020 lockdown. …”
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Quantitative assessment method for firefighting danger based on numerical simulation of forest fire spread in canyon wind fields. by Ao Wang, Chenghu Wang, Guiyun Gao, Ningyu Wu, Haiyan Su

“…Forest firefighting incidents frequently occur in mountainous and canyon regions which are characterized by complex topography, primarily because of variable local wind patterns that create conditions conducive to the spread of forest fires. …”
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THE USE OF ENOXAPARIN IN ACUTE CORONARY SYNDROME by E. A. Smirnova, S. S. Yakushin

“…In patients with impaired renal function with glomerular filtration rate (GFR)&lt;30 mL/min/1.73m2 enoxaparin dose should be reduced to 1 mg/kg, 1 time a day, with GFR &lt;15 mL/min/1.73m2 the drug is contraindicated. …”
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Purifying selection shapes the dynamics of P-element invasion in Drosophila simulans populations by Anna M. Langmüller, Benjamin C. Haller, Viola Nolte, Christian Schlötterer

“…Because the change in P-element copy number over time provides information about the transposition rate and the effect of purifying selection, we repeatedly sequence the experimental populations to study the P-element invasion dynamics. …”
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Natural Products for Drug Discovery in Cognitive Disabilities: Bibliometric Hotspots, Research Trends, Conceptual Framework, and Future Directions by Mohammed Albratty, Maryam Halawi, Ali Mufraih Albarrati

“…<b>Results</b>: The field exhibited an annual growth rate of 12.36% from 1971 to 2024, with 2021 being the most productive year (497 articles). …”
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Epigenetics in Plant Response to Climate Change by Wei Zhou, Min Wang, Lishan Wang, Yinghui Liu, Zaimin Tian, Linan Xie, Yu Wang

“…Given the unprecedented rate of contemporary climate change, epigenetic mechanisms may exert a more immediate and flexible influence than genetic modifications. …”
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