Machine learning-based Diagnostic model for determining the etiology of pleural effusion using Age, ADA and LDH by Qing-Yu Chen, Shu-Min Yin, Ming-Ming Shao, Feng-Shuang Yi, Huan-Zhong Shi

“…Method A retrospective study was conducted using data from patients diagnosed with pleural effusion. …”
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Temporal Coupling of Brain Signals and Fine Motor Output Using Affordable EEG by Adam Gyula Nemes, Adam Gyulai, Adam Szarvas, Erno Nemeth, Kristof Tajti, Viktor Toth, Gyorgy Eigner

“…Our dataset, the detailed experimental methods for synchronized multimodal recording, as well as the codebase for data preprocessing and deep-learning model training, are all publicly available and open-source. …”
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Human Pose Estimation and Event Recognition via Feature Extraction and Neuro-Fuzzy Classifier by Muhammad Hanzla, Naif S. Alshammari, Shuaa S. Alharbi, Wasim Wahid, Nouf Abdullah Almujally, Ahmad Jalal, Hui Liu

“…HPE, a fundamental task in applications such as sports analytics and surveillance systems, involves predicting human joint locations from visual data. Despite substantial progress driven by deep learning advancements, particularly in handling occlusions and crowded environments, a comprehensive integration of these innovations remains limited in current literature. …”
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Graph theory analysis reveals functional brain network alterations in HIV-associated asymptomatic neurocognitive impairment in virally suppressed homosexual males by Xire Aili, Shuai Han, Juming Ma, Jiaojiao Liu, Wei Wang, Chuanke Hou, Xingyuan Jiang, Haixia Luo, Fan Xu, Ruili Li, Hongjun Li

“…Increased FCs were found between brain regions in the visual, frontoparietal, and somatomotor networks. …”
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Analysis of Morphologic and Functional Outcomes in Macular Edema due to Central Retinal Vein Occlusion Treated with Intravitreal Dexamethasone Implant by Alfredo Niro, Giancarlo Sborgia, Alessandra Sborgia, Luigi Sborgia, Claudio Furino, Nicola Recchimurzo, Giovanni Alessio

“…Main outcomes were best-corrected visual acuity (BCVA), retinal sensitivity (RS), and central retinal thickness (CRT). …”
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A Multidimensional Visible Evaluation Model for Stroke Rehabilitation: A Pilot Study by Ping Xie, Ying Wang, Xiaoling Chen, Yingying Hao, Haoxiang Yang, Yinan Yang, Meng Xu

“…To verify the model’s effectiveness, we synchronously collected the electroencephalogram (EEG) and electrocardiogram (EMG) data from stroke patients under the steady-state force task and evaluated the state by the model. …”
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EMG-based body–machine interface for targeted trunk muscle activation by Carolina Correia, Andrea Bandini, Silvestro Micera, Sara Moccia

“…This work introduces a BoMI that combines trunk electromyography (EMG) and motion data to selectively modulate trunk muscle activity during motor control tasks. …”
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Exploring the feasibility of integrating ultra‐high field magnetic resonance imaging neuroimaging with multimodal artificial intelligence for clinical diagnostics by Yifan Yuan, Kaitao Chen, Youjia Zhu, Yang Yu, Mintao Hu, Ying‐Hua Chu, Yi‐Cheng Hsu, Jie Hu, Qi Yue, Mianxin Liu

“…The superior spatial resolution of 7TMRI provides detailed visualizations of brain structure, which are crucial forunderstanding complex central nervous system diseases and tumors. …”
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Identification of regions maintaining atrial fibrillation through cycle length and cycle length gradient mapping by Masafumi Shimojo, Yasuya Inden, Satoshi Yanagisawa, Ryota Yamauchi, Kei Hiramatsu, Tomoya Iwawaki, Masaya Tachi, Shun Kondo, Takayuki Goto, Yukiomi Tsuji, Toyoaki Murohara

“…Abstract Background Visualizing the specific regions where atrial fibrillation (AF) is maintained is crucial for effective treatment, but it remains challenging in clinical practice. …”
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Mental disorders and excess mortality: a systematic review protocol by Julie A Pasco, Michael Berk, Lana J Williams, Mohammadreza Mohebbi, Heli Koivumaa-Honkanen, Amanda L Stuart, Shae E. Quirk, Risto J Honkanen, Jeremi Heikkinen

“…A synthesis of the findings will include the characteristics of the included studies, critical appraisal and a summary of the key findings in texts and visually in tables. Where appropriate, meta-analyses and subgroup analyses will be performed.Ethics and dissemination This study is exempt from ethics approval, as it does not include identifiable human data. …”
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Machine Learning in Maritime Safety for Autonomous Shipping: A Bibliometric Review and Future Trends by Jie Xue, Peijie Yang, Qianbing Li, Yuanming Song, P. H. A. J. M. van Gelder, Eleonora Papadimitriou, Hao Hu

“…Machine learning plays a crucial role in enhancing maritime safety by leveraging its data analysis and predictive capabilities. However, there has been no review grounded in bibliometric analysis in this field. …”
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“Physicochemical characterization and microbial quality evaluation of Gracilaria tenuistipitata added crackers’’ by Ananya Raiyan, Md. Mohasin Hossain, Md. Ashrafuzzaman Zahid, Nazia Nawshad Lina, Suvasish Das Shuvo, Rashida Parvin

“…Principal component analysis (PCA) was performed to visualize the interconnection among 28 parameters and our top five principal components can explain 95.8 % data variability. …”
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Comparing binaural beats and 432 Hz music for reduction of preoperative anxiety in root canal patients: a randomized controlled trial by Hafsa Zaki, Shahbaz Ahmed, Fazal Ur Rehman Qazi, Nayab Fatima, Yumna Shaheen Ali

“…The endodontic therapy was done as usual. Data was analysed using SPSS 26. Results: Of the 99 participants, 64(64.6%) were females and 35(35.4%) were males with overall mean age 28.06±7.36 years. …”
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Neurological post-COVID syndrome is associated with substantial impairment of verbal short-term and working memory by Jeyanthan Charles James, Hannah Schulze, Nadine Siems, Christian Prehn, Daniel R. Quast, Nadine Trampe, Ralf Gold, Simon Faissner

“…We included n = 60 PCS patients with neurologic symptoms, n = 15 non-PCS patients and n = 15 healthy controls. Basic socioeconomic data and subjective complaints were recorded. This was followed by a detailed neuropsychological test battery, including assessments of general orientation, motor and cognitive fatigue, screening of depressive and anxiety symptoms, information processing speed, concentration, visuomotor processing speed, attention, verbal short-term and working memory, cognitive flexibility, semantic and phonematic word fluency, as well as verbal and visual memory functions. …”
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Empowering Retail Through Advanced Consumer Product Recognition Using Aquila Optimization Algorithm With Deep Learning by Mohammed Alghamdi, Hanan Abdullah Mengash, Mohammed Aljebreen, Mohammed Maray, Abdulbasit A. Darem, Ahmed S. Salama

“…To achieve this, the ACPR-AOADL model first pre-processes the input data utilizing a Wiener filter (WF) to improve the image quality. …”
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COVID‐19‐Associated Cytotoxic Lesions of the Corpus Callosum in Chinese Patients: A Retrospective Study by Chenyi Wan, Menghua Li, Yanyan Yu, Si Luo, Daojun Hong, Meihong Zhou, Yu Zhu

“…The evaluation included comprehensive analysis of clinical presentations, laboratory findings, and radiological data. Results From December 17, 2022, to December 31, 2023, our center identified CLOCCs in eight individuals with clinically established COVID‐19 who underwent brain magnetic resonance imaging (MRI). …”
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CIA-UNet: An Attention-Enhanced Multi-Scale U-Net for Single Tree Crown Segmentation by Jiapeng Duan, Chuanzhao Tian, Wansi Liu, Lixiang Cao, Teng Feng, Xiaomin Tian

“…To address these issues, this study conducts experiments using UAV data and proposes a model named CIA-UNet. In this model, the multiscale feature extraction capability of the InceptionV2 module is leveraged to compensate for U-Net’s limitation in capturing different scales of tree crowns and fine details using fixed convolutional kernels. …”
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Screening of cherry leaf roll virus in Sambucus nigra plants in Ukraine by L. Mishchenko, A. Dunich, A. Dashchenko, N. Kozub, L. Hlushchenko

“…Samples of healthy elderberry plants were also analyzed. Visual diagnostics, enzyme-linked immunosorbent assay in DAS-ELISA modification, total RNA extraction, RT-PCR with primers for a 412 bp fragment of the 3’ untranslated region of the CLRV genome, and statistical data analysis were used in this research. …”
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Population Substructures of <i>Castanopsis tribuloides</i> in Northern Thailand Revealed Using Autosomal STR Variations by Patcharawadee Thongkumkoon, Jatupol Kampuansai, Maneesawan Dansawan, Pimonrat Tiansawat, Nuttapol Noirungsee, Kittiyut Punchay, Nuttaluck Khamyong, Prasit Wangpakapattanawong

“…These findings provide the first comprehensive assessment of <i>C. tribuloides</i> population genetics in this region, establishing baseline data for monitoring genetic diversity and informing conservation strategies. …”
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Faricimab versus the standard of care for neovascular age-related macular degeneration in Italy: an indirect treatment comparison by Carlotta Galeone, Federica Turati, Massimo Nicolò, Mariacristina Parravano, Stela Vujosevic, Laura Bianchino, Emilia Sicari, Paolo Lanzetta

“…Methods: Individual patient-level data from the phase III clinical trials TENAYA and LUCERNE (faricimab cohort) and the real-world study RADIANCE (RADIANCE cohort) were used. …”
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