Neural Networks vs. Regression: A Comparative Analysis in Medical Data Processing by Minodora ANDOR, Gheorghe Ioan MIHALAŞ

“…Regression provided robust results with minimal computational effort, while FFNN required complex tuning without a clear performance advantage. …”
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Feasibility of Digitally Identifying and Minimizing Stressors in Palliative Care Workplaces by Measuring Stress Continuously for Nurses Through Wearable Sensors (DiPa): Protocol fo... by Aaron Seehausen, Wencke Chodan, Florian Höpfner, Carolin Schneider, Sabine Felser, Hugo Murua Escobar, Mario Aehnelt, Christian Junghanss

“…Based on these results, stress-reducing interventions are to be deduced and evaluated. In this paper, we present our study protocol. …”
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Diagnóstico de doença de Alzheimer no Brasil: critérios diagnósticos e exames complementares. Recomendações do Departamento Científico de Neurologia Cognitiva e do Envelhecimento d... by Ricardo Nitrini, Paulo Caramelli, Cássio Machado de Campos Bottino, Benito Pereira Damasceno, Sonia Maria Dozzi Brucki, Renato Anghinah

“…Guidelines from other countries and papers on the diagnosis of AD in Brazil were systematically evaluated in a thorough research of PUBMED and LILACS databases. …”
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Exploring the role of hepsin in prostate cancer: bioinformatics, molecular Docking and molecular dynamics simulations by Hongying Peng, Dan Du, Zhonggui Hu, Zhiliang Xia

“…Further, molecular docking was employed to screen for small molecules that interact with these identified genes, followed by molecular dynamics (MD) simulations to evaluate the stability and binding affinity of the most promising compounds. …”
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Detecting Sleep/Wake Rhythm Disruption Related to Cognition in Older Adults With and Without Mild Cognitive Impairment Using the myRhythmWatch Platform: Feasibility and Correlation... by Caleb D Jones, Rachel Wasilko, Gehui Zhang, Katie L Stone, Swathi Gujral, Juleen Rodakowski, Stephen F Smagula

“…To our knowledge, no prior study in older adults has demonstrated the feasibility and acceptability of accessing sufficient consumer wearable accelerometer data to compute 24-hour sleep/wake rhythm measures. …”
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Mobile phone based laser scanning as a low-cost alternative for multidisciplinary data collection by Kian J. Jeftha, Moreblessings Shoko

“…The recent inclusion of laser scanning sensors by mobile phone corporations such as Apple Computer Inc. is now analogous to the integration of Global Navigation Satellite Systems (GNSS) and cameras into smartphones as seen decades ago. …”
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Preservation of the infrapatellar fat pad during total knee arthroplasty reduces subacute postoperative anterior knee pain: a randomized controlled trial by Pruk Chaiyakit, Bunpreedee Petcharat, Ittiwat Onklin

“…Methods This prospective RCT included patients with primary varus gonarthrosis < 20° who underwent unilateral computer-assisted TKA between March 2019 and November 2020. …”
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Results of Using Different Modes of Presentation of Stereostimuli in the Study of Stereo Vision in Normal Children and in Children with Non-Paralytic Strabismus without Functional... by S. I. Rychkova, V. G. Likhvantseva

“…However, as opposed to the children of the control group, in children with strabismus the stereoeffect gets formed better under conditions of the peripheral localization of linear details than under conditions of the central one.Conclusion. Using computer programs with different regimes of alternating presentation of stereostimuli with certain characteristics allows to effectively evaluate individual capability of stereoperception which is necessary for the personalized approach to the selection of visual stimuli and stimuli presentation regimes in functional treatment of patients with non-paralytic strabismus.…”
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Optimal parameters and Biomechanical analysis of the lightbulb technique for osteonecrosis of the femoral head: a finite element analysis by Yuhu Zhou, Long Yang, Daizhu Yuan, Zhanyu Wu, Shunen Xu, Chuan Ye

“…Methods FE models were established based on computed tomography images of a healthy adult, including three different degrees of necrotic lesion (60°, 100°, 115°), drilling locations (points C and L) and diameters (1.0 cm, 1.5 cm). …”
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EPI-DynFusion: enhancer-promoter interaction prediction model based on sequence features and dynamic fusion mechanisms by Ao Zhang, Jianhua Jia, Mingwei Sun, Xin Wei

“…Based on this core architecture, we develop two variants: EPI-DynFusion-gen, a general model, and EPI-DynFusion-best, a fine-tuned version for cell line–specific data.ResultsWe evaluated the performance of our models across six benchmark cell lines. …”
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Health management information system utilization and associated factors in public and private health facilities of Mogadishu, Somalia by Adam Sheikh Said, Dmitry Ivanovich Kicha, Yulia Sh. Gushchina, Amenti Teka Geferso, Maye Omar

“…A logistic regression model was computed to measure the factors associated with HMIS utilization. …”
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The Content of Intercellular Adhesion Molecules in Patients With COVID-19-Associated Lung Disease by A. M. Karachenova, E. N. Romanova

“…Objective. To evaluate the content of intercellular adhesion molecules: ICAM-1, ICAM-2, ICAM-3, NCAM, VCAM-1, PECAM-1, E-sel, P-sel, EpCAM, L-sel in patients with COVID-19-associated lung damage and to identify the relationship between their concentration and severity the flow of the process. …”
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Compatibility Between OLCI Marine Remote-Sensing Reflectance from Sentinel-3A and -3B in European Waters by Frédéric Mélin, Ilaria Cazzaniga, Pietro Sciuto

“…Estimates of the error correlation between S-3A and S-3B <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msub><mi>R</mi><mrow><mi>R</mi><mi>S</mi></mrow></msub></semantics></math></inline-formula>, required to evaluate their compatibility, are computed based on common matchups and indicate varying levels of correlation for the various bands and sites in the interval 0.33–0.60 between 412 and 665 nm considering matchups of all sites put together. …”
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Effectiveness of personalized open-face mask combined with styrofoam fixation in radiotherapy treatment of head and neck cancers: a prospective randomized controlled trial by Fating Yang, Jingling Li, Bo Li, Lihua Zhang, Jie Li, Xiaowei Yao, Qiuxia Hu, Yutiann Yin, Changhao Liu, Lin Xu, Jian Zang, Lina Zhao, Fei Bai

“…Furthermore, the patients’ comfort levels and anxiety and depression status were evaluated using the modified Likert questionnaire and the Hospital Anxiety and Depression Scale (HADS). …”
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STABILITY (Symptomatic Review during Biologic Therapy) of Inflammatory Bowel Disease Patients Receiving Infusion Therapy Improves Clinical Outcomes by Kelli Morgan, James Morris, Qiang Cai, Phillip Kilgore, Urska Cvek, Marjan Trutschl, Katelynn T. Lofton, Meher Sindhoora Mavuram, Prerana Ramesh, Nhi Dao, Ahmed Alhaque, Jonathan Steven Alexander

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Digital land suitability assessment in Southwest Nigeria for maize production using most-limiting soil native fertility factors and geographical information system by Taiwo S. Olutoberu, Mutiu A. Busari, Olusegun Folorunso, Muftau Adebayo, Sodeeq O. Azeez, Sarafadeen G. Hammed, John A. Oyedepo, Oluwafolake Ojo, Godwin A. Ajiboye

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Prediction of thermodynamic properties of aqueous carbohydrates solution using the PHSC and ANN models by Soud Khalil Ibrahim, Rafid Jihad Albadr, Dharmesh Sur, Anupam Yadav, Soumya V. Menon, Debasish Shit, S. Supriya, Rajashree Panigrahi, Waam Mohammed Taher, Mariem Alwan, Mahmood Jasem Jawad, Hiba Mushtaq

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Risk Factors and Postoperative Complications of Lobectomy for Non-Small Cell Lung Cancer: An Exploratory Analysis of Premedication and Clinical Variables by Markéta Kepičová, Lubomír Tulinský, Adéla Kondé, Paula Dzurňáková, Peter Ihnát, Dávid Adamica, Čestmír Neoral, Lubomír Martínek

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A new integrated neurosymbolic approach for crop-yield prediction using environmental data and satellite imagery at field scale by Khadija Meghraoui, Teeradaj Racharak, Kenza Ait El Kadi, Saloua Bensiali, Imane Sebari

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Spatiotemporal Changes in China’s Mangroves and Their Possible Impacts on Coastal Water Quality from 1998 to 2018 by Jingwen Ren, Gang Yang, Weiwei Sun, Ke Huang, Chengqi Lu, Wenrui Yu, Xinyi Zhang, Binjie Chen, Weiwei Liu, Tian Feng

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